[Coursera Specialization] Data Science by Roger D. Peng, Jeff Leek, Brian Caffo torrent, magnet, bt

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[Coursera Specialization] Data Science by Roger D. Peng, Jeff Leek, Brian Caffo

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2015-12-26

Keywords:

Coursera Specialization Data Science by Roger Peng Jeff Leek Brian Caffo

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File Name

Size

1. The Data Scientist's Toolbox/Course Project/Captura de tela de 2015-03-02 15:24:34.png

106.71KB

1. The Data Scientist's Toolbox/Week 01/01_01_seriesMotivation.pdf

1.92MB

1. The Data Scientist's Toolbox/Week 01/01_01a_toolBoxOverview.pdf

2.03MB

1. The Data Scientist's Toolbox/Week 01/01_02_gettingHelp.pdf

923.59KB

1. The Data Scientist's Toolbox/Week 01/01_03_findingAnswers.pdf

599.93KB

1. The Data Scientist's Toolbox/Week 01/01_04_RProgramming.pdf

542.02KB

1. The Data Scientist's Toolbox/Week 01/01_05_gettingData.pdf

462.36KB

1. The Data Scientist's Toolbox/Week 01/01_06_exploratoryAnalysis.pdf

382.06KB

1. The Data Scientist's Toolbox/Week 01/01_07_reproducibleResearch.pdf

265.52KB

1. The Data Scientist's Toolbox/Week 01/01_08_statisticalInference.pdf

435.98KB

1. The Data Scientist's Toolbox/Week 01/01_09_regressionModels.pdf

605.63KB

1. The Data Scientist's Toolbox/Week 01/01_10_practicalMachineLearning.pdf

630.16KB

1. The Data Scientist's Toolbox/Week 01/01_11_buildingDataProducts.pdf

1021.88KB

1. The Data Scientist's Toolbox/Week 01/1 - 1 - Series Motivation (12_03).mp4

9.6MB

1. The Data Scientist's Toolbox/Week 01/1 - 1 - Series Motivation (12_03).srt

21.54KB

1. The Data Scientist's Toolbox/Week 01/1 - 10 - Regression Models Overview (1_46).mp4

1.5MB

1. The Data Scientist's Toolbox/Week 01/1 - 10 - Regression Models Overview (1_46).srt

3.09KB

1. The Data Scientist's Toolbox/Week 01/1 - 11 - Practical Machine Learning Overview (1_31).mp4

1.27MB

1. The Data Scientist's Toolbox/Week 01/1 - 11 - Practical Machine Learning Overview (1_31).srt

2.61KB

1. The Data Scientist's Toolbox/Week 01/1 - 12 - Building Data Products Overview (1_19).mp4

1.16MB

1. The Data Scientist's Toolbox/Week 01/1 - 12 - Building Data Products Overview (1_19).srt

2.42KB

1. The Data Scientist's Toolbox/Week 01/1 - 13 - Installing R on Windows (3_20) {Roger Peng}.mp4

5.12MB

1. The Data Scientist's Toolbox/Week 01/1 - 13 - Installing R on Windows (3_20) {Roger Peng}.srt

5.87KB

1. The Data Scientist's Toolbox/Week 01/1 - 14 - Install R on a Mac (2_02) {Roger Peng}.mp4

3.98MB

1. The Data Scientist's Toolbox/Week 01/1 - 14 - Install R on a Mac (2_02) {Roger Peng}.srt

3.38KB

1. The Data Scientist's Toolbox/Week 01/1 - 15 - Installing Rstudio (1_36) {Roger Peng}.mp4

2.61MB

1. The Data Scientist's Toolbox/Week 01/1 - 15 - Installing Rstudio (1_36) {Roger Peng}.srt

2.53KB

1. The Data Scientist's Toolbox/Week 01/1 - 2 - The Data Scientist_'s Toolbox (5_09).mp4

4.41MB

1. The Data Scientist's Toolbox/Week 01/1 - 2 - The Data Scientist_'s Toolbox (5_09).srt

8.89KB

1. The Data Scientist's Toolbox/Week 01/1 - 3 - Getting Help (8_52).mp4

6.71MB

1. The Data Scientist's Toolbox/Week 01/1 - 3 - Getting Help (8_52).srt

15.2KB

1. The Data Scientist's Toolbox/Week 01/1 - 4 - Finding Answers (4_35).mp4

3.82MB

1. The Data Scientist's Toolbox/Week 01/1 - 4 - Finding Answers (4_35).srt

8.09KB

1. The Data Scientist's Toolbox/Week 01/1 - 5 - R Programming Overview (2_12).mp4

1.73MB

1. The Data Scientist's Toolbox/Week 01/1 - 5 - R Programming Overview (2_12).srt

3.92KB

1. The Data Scientist's Toolbox/Week 01/1 - 6 - Getting Data Overview (1_34).mp4

1.22MB

1. The Data Scientist's Toolbox/Week 01/1 - 6 - Getting Data Overview (1_34).srt

2.75KB

1. The Data Scientist's Toolbox/Week 01/1 - 7 - Exploratory Data Analysis Overview (1_21).mp4

1.07MB

1. The Data Scientist's Toolbox/Week 01/1 - 7 - Exploratory Data Analysis Overview (1_21).srt

2.43KB

1. The Data Scientist's Toolbox/Week 01/1 - 8 - Reproducible Research Overview (1_27).mp4

1.06MB

1. The Data Scientist's Toolbox/Week 01/1 - 8 - Reproducible Research Overview (1_27).srt

2.45KB

1. The Data Scientist's Toolbox/Week 01/1 - 9 - Statistical Inference Overview (1_06).mp4

891.93KB

1. The Data Scientist's Toolbox/Week 01/1 - 9 - Statistical Inference Overview (1_06).srt

1.68KB

1. The Data Scientist's Toolbox/Week 01/Quiz.odt

35.37KB

1. The Data Scientist's Toolbox/Week 02/02_03_commandLineInterface.pdf

2.58MB

1. The Data Scientist's Toolbox/Week 02/02_04_git.pdf

1.49MB

1. The Data Scientist's Toolbox/Week 02/02_05_github.pdf

822.93KB

1. The Data Scientist's Toolbox/Week 02/02_06_creatingRepos.pdf

1.09MB

1. The Data Scientist's Toolbox/Week 02/02_07_basicGitCommands.pdf

686.35KB

1. The Data Scientist's Toolbox/Week 02/02_08_basicMarkdown.pdf

257.3KB

1. The Data Scientist's Toolbox/Week 02/02_09_installingRPackages.pdf

1.59MB

1. The Data Scientist's Toolbox/Week 02/02_10_rtools.pdf

1.8MB

1. The Data Scientist's Toolbox/Week 02/2 - 2 - Command Line Interface (16_04).mp4

12.37MB

1. The Data Scientist's Toolbox/Week 02/2 - 2 - Command Line Interface (16_04).srt

23.46KB

1. The Data Scientist's Toolbox/Week 02/2 - 3 - Introduction to Git (4_49).mp4

6.16MB

1. The Data Scientist's Toolbox/Week 02/2 - 3 - Introduction to Git (4_49).srt

7.61KB

1. The Data Scientist's Toolbox/Week 02/2 - 4 - Introduction to Github (3_53).mp4

3.18MB

1. The Data Scientist's Toolbox/Week 02/2 - 4 - Introduction to Github (3_53).srt

6.48KB

1. The Data Scientist's Toolbox/Week 02/2 - 5 - Creating a Github Repository (5_51).mp4

4.84MB

1. The Data Scientist's Toolbox/Week 02/2 - 5 - Creating a Github Repository (5_51).srt

8.72KB

1. The Data Scientist's Toolbox/Week 02/2 - 6 - Basic Git Commands (5_52).mp4

4.43MB

1. The Data Scientist's Toolbox/Week 02/2 - 6 - Basic Git Commands (5_52).srt

10.29KB

1. The Data Scientist's Toolbox/Week 02/2 - 7 - Basic Markdown (2_22).mp4

1.76MB

1. The Data Scientist's Toolbox/Week 02/2 - 7 - Basic Markdown (2_22).srt

3.77KB

1. The Data Scientist's Toolbox/Week 02/2 - 8 - Installing R Packages (5_37).mp4

4.8MB

1. The Data Scientist's Toolbox/Week 02/2 - 8 - Installing R Packages (5_37).srt

8.67KB

1. The Data Scientist's Toolbox/Week 02/2 - 9 - Installing Rtools (2_29).mp4

2.18MB

1. The Data Scientist's Toolbox/Week 02/2 - 9 - Installing Rtools (2_29).srt

4.05KB

1. The Data Scientist's Toolbox/Week 02/Quiz.odt

45.78KB

1. The Data Scientist's Toolbox/Week 03/03_01_typesOfQuestions.pdf

2.24MB

1. The Data Scientist's Toolbox/Week 03/03_02_whatIsData.pdf

1.71MB

1. The Data Scientist's Toolbox/Week 03/03_03_whatAboutBigData.pdf

2.03MB

1. The Data Scientist's Toolbox/Week 03/03_04_experimentalDesign.pdf

3.72MB

1. The Data Scientist's Toolbox/Week 03/3 - 1 - Types of Questions (9_09).mp4

7.67MB

1. The Data Scientist's Toolbox/Week 03/3 - 1 - Types of Questions (9_09).srt

15.52KB

1. The Data Scientist's Toolbox/Week 03/3 - 2 - What is Data_ (5_15).mp4

4.68MB

1. The Data Scientist's Toolbox/Week 03/3 - 2 - What is Data_ (5_15).srt

9.1KB

1. The Data Scientist's Toolbox/Week 03/3 - 3 - What About Big Data_ (4_15).mp4

3.82MB

1. The Data Scientist's Toolbox/Week 03/3 - 3 - What About Big Data_ (4_15).srt

6.68KB

1. The Data Scientist's Toolbox/Week 03/3 - 4 - Experimental Design (15_59).mp4

13.28MB

1. The Data Scientist's Toolbox/Week 03/3 - 4 - Experimental Design (15_59).srt

27.05KB

1. The Data Scientist's Toolbox/Week 03/Quiz.odt

118.53KB

2. R Programming/01 - Background Material/01 - Installing R on Windows/1 - 1 - Installing R on Windows.mp4

5.14MB

2. R Programming/01 - Background Material/01 - Installing R on Windows/1 - 1 - Installing R on Windows.srt

5.72KB

2. R Programming/01 - Background Material/01 - Installing R on Windows/1 - 1 - Installing R on Windows.txt

3.51KB

2. R Programming/01 - Background Material/02 - Installing R on a Mac/1 - 2 - Installing R on a Mac.mp4

4.02MB

2. R Programming/01 - Background Material/02 - Installing R on a Mac/1 - 2 - Installing R on a Mac.srt

3.09KB

2. R Programming/01 - Background Material/02 - Installing R on a Mac/1 - 2 - Installing R on a Mac.txt

1.84KB

2. R Programming/01 - Background Material/03 - Installing R Studio (Mac)/1 - 3 - Installing R Studio (Mac).mp4

2.61MB

2. R Programming/01 - Background Material/03 - Installing R Studio (Mac)/1 - 3 - Installing R Studio (Mac).srt

2.43KB

2. R Programming/01 - Background Material/03 - Installing R Studio (Mac)/1 - 3 - Installing R Studio (Mac).txt

1.47KB

2. R Programming/01 - Background Material/04 - Writing Code Setting Your Working Directory (Windows)/1 - 4 - Writing Code Setting Your Working Directory (Windows).mp4

8.87MB

2. R Programming/01 - Background Material/04 - Writing Code Setting Your Working Directory (Windows)/1 - 4 - Writing Code Setting Your Working Directory (Windows).srt

11.25KB

2. R Programming/01 - Background Material/04 - Writing Code Setting Your Working Directory (Windows)/1 - 4 - Writing Code Setting Your Working Directory (Windows).txt

6.84KB

2. R Programming/01 - Background Material/05 - Writing Code Setting Your Working Directory (Mac)/1 - 5 - Writing Code Setting Your Working Directory (Mac).mp4

11.21MB

2. R Programming/01 - Background Material/05 - Writing Code Setting Your Working Directory (Mac)/1 - 5 - Writing Code Setting Your Working Directory (Mac).srt

11.58KB

2. R Programming/01 - Background Material/05 - Writing Code Setting Your Working Directory (Mac)/1 - 5 - Writing Code Setting Your Working Directory (Mac).txt

7.21KB

2. R Programming/01 - Background Material/06 - Use R version 3.1.1/1 - 6 - Use R version 3.1.1.mp4

2.51MB

2. R Programming/01 - Background Material/06 - Use R version 3.1.1/1 - 6 - Use R version 3.1.1.srt

1.33KB

2. R Programming/01 - Background Material/06 - Use R version 3.1.1/1 - 6 - Use R version 3.1.1.txt

867B

2. R Programming/02 - Week 1/01 - Introduction/2 - 1 - Introduction.mp4

4.09MB

2. R Programming/02 - Week 1/01 - Introduction/2 - 1 - Introduction.srt

2.45KB

2. R Programming/02 - Week 1/01 - Introduction/2 - 1 - Introduction.txt

1.53KB

2. R Programming/02 - Week 1/02 - Overview and History of R [1607]/2 - 2 - Overview and History of R [1607].mp4

11.59MB

2. R Programming/02 - Week 1/02 - Overview and History of R [1607]/2 - 2 - Overview and History of R [1607].srt

27.29KB

2. R Programming/02 - Week 1/02 - Overview and History of R [1607]/2 - 2 - Overview and History of R [1607].txt

16.7KB

2. R Programming/02 - Week 1/02 - Overview and History of R [1607]/index.html

14.21KB

2. R Programming/02 - Week 1/02 - Overview and History of R [1607]/OverviewHistoryR.pdf

101.25KB

2. R Programming/02 - Week 1/03 - Getting Help [1353]/2 - 3 - Getting Help [1353].mp4

9.16MB

2. R Programming/02 - Week 1/03 - Getting Help [1353]/2 - 3 - Getting Help [1353].srt

24.43KB

2. R Programming/02 - Week 1/03 - Getting Help [1353]/2 - 3 - Getting Help [1353].txt

15.13KB

2. R Programming/02 - Week 1/03 - Getting Help [1353]/help.pdf

306.58KB

2. R Programming/02 - Week 1/04 - R Console Input and Evaluation [446]/2 - 4 - R Console Input and Evaluation [446].mp4

5.34MB

2. R Programming/02 - Week 1/04 - R Console Input and Evaluation [446]/2 - 4 - R Console Input and Evaluation [446].srt

7.48KB

2. R Programming/02 - Week 1/04 - R Console Input and Evaluation [446]/2 - 4 - R Console Input and Evaluation [446].txt

4.67KB

2. R Programming/02 - Week 1/04 - R Console Input and Evaluation [446]/input_eval.pdf

33.92KB

2. R Programming/02 - Week 1/05 - Data Types - R Objects and Attributes [443]/2 - 5 - Data Types - R Objects and Attributes [443].mp4

5.39MB

2. R Programming/02 - Week 1/05 - Data Types - R Objects and Attributes [443]/2 - 5 - Data Types - R Objects and Attributes [443].srt

7.45KB

2. R Programming/02 - Week 1/05 - Data Types - R Objects and Attributes [443]/2 - 5 - Data Types - R Objects and Attributes [443].txt

4.74KB

2. R Programming/02 - Week 1/05 - Data Types - R Objects and Attributes [443]/objects_attributes.pdf

37.86KB

2. R Programming/02 - Week 1/06 - Data Types - Vectors and Lists [627]/2 - 6 - Data Types - Vectors and Lists [627].mp4

7.17MB

2. R Programming/02 - Week 1/06 - Data Types - Vectors and Lists [627]/2 - 6 - Data Types - Vectors and Lists [627].srt

9.53KB

2. R Programming/02 - Week 1/06 - Data Types - Vectors and Lists [627]/2 - 6 - Data Types - Vectors and Lists [627].txt

6.25KB

2. R Programming/02 - Week 1/06 - Data Types - Vectors and Lists [627]/vectors_listsx.pdf

58.47KB

2. R Programming/02 - Week 1/07 - Data Types - Matrices [324]/2 - 7 - Data Types - Matrices [324].mp4

3.75MB

2. R Programming/02 - Week 1/07 - Data Types - Matrices [324]/2 - 7 - Data Types - Matrices [324].srt

5.4KB

2. R Programming/02 - Week 1/07 - Data Types - Matrices [324]/2 - 7 - Data Types - Matrices [324].txt

3.39KB

2. R Programming/02 - Week 1/07 - Data Types - Matrices [324]/matrices.pdf

42.33KB

2. R Programming/02 - Week 1/08 - Data Types - Factors [431]/2 - 8 - Data Types - Factors [431].mp4

5.07MB

2. R Programming/02 - Week 1/08 - Data Types - Factors [431]/2 - 8 - Data Types - Factors [431].srt

6.98KB

2. R Programming/02 - Week 1/08 - Data Types - Factors [431]/2 - 8 - Data Types - Factors [431].txt

4.44KB

2. R Programming/02 - Week 1/08 - Data Types - Factors [431]/factors.pdf

39.19KB

2. R Programming/02 - Week 1/09 - Data Types - Missing Values [210]/2 - 9 - Data Types - Missing Values [210].mp4

2.42MB

2. R Programming/02 - Week 1/09 - Data Types - Missing Values [210]/2 - 9 - Data Types - Missing Values [210].srt

3.36KB

2. R Programming/02 - Week 1/09 - Data Types - Missing Values [210]/2 - 9 - Data Types - Missing Values [210].txt

2.04KB

2. R Programming/02 - Week 1/09 - Data Types - Missing Values [210]/missing_values.pdf

31.54KB

2. R Programming/02 - Week 1/10 - Data Types - Data Frames [244]/2 - 10 - Data Types - Data Frames [244].mp4

3.18MB

2. R Programming/02 - Week 1/10 - Data Types - Data Frames [244]/2 - 10 - Data Types - Data Frames [244].srt

4.17KB

2. R Programming/02 - Week 1/10 - Data Types - Data Frames [244]/2 - 10 - Data Types - Data Frames [244].txt

2.72KB

2. R Programming/02 - Week 1/10 - Data Types - Data Frames [244]/dataframes.pdf

34.33KB

2. R Programming/02 - Week 1/11 - Data Types - Names Attribute [149]/2 - 11 - Data Types - Names Attribute [149].mp4

1.98MB

2. R Programming/02 - Week 1/11 - Data Types - Names Attribute [149]/2 - 11 - Data Types - Names Attribute [149].srt

2.77KB

2. R Programming/02 - Week 1/11 - Data Types - Names Attribute [149]/2 - 11 - Data Types - Names Attribute [149].txt

1.71KB

2. R Programming/02 - Week 1/11 - Data Types - Names Attribute [149]/names_attribute.pdf

29.93KB

2. R Programming/02 - Week 1/12 - Data Types - Summary [043]/2 - 12 - Data Types - Summary [043].mp4

820.12KB

2. R Programming/02 - Week 1/12 - Data Types - Summary [043]/2 - 12 - Data Types - Summary [043].srt

1.04KB

2. R Programming/02 - Week 1/12 - Data Types - Summary [043]/2 - 12 - Data Types - Summary [043].txt

706B

2. R Programming/02 - Week 1/12 - Data Types - Summary [043]/datatype_summary.pdf

18.9KB

2. R Programming/02 - Week 1/13 - Reading Tabular Data [551]/2 - 13 - Reading Tabular Data [551].mp4

6.88MB

2. R Programming/02 - Week 1/13 - Reading Tabular Data [551]/2 - 13 - Reading Tabular Data [551].srt

9.36KB

2. R Programming/02 - Week 1/13 - Reading Tabular Data [551]/2 - 13 - Reading Tabular Data [551].txt

6.08KB

2. R Programming/02 - Week 1/13 - Reading Tabular Data [551]/reading_tables.pdf

42KB

2. R Programming/02 - Week 1/14 - Reading Large Tables [708]/2 - 14 - Reading Large Tables [708].mp4

8.34MB

2. R Programming/02 - Week 1/14 - Reading Large Tables [708]/2 - 14 - Reading Large Tables [708].srt

12.14KB

2. R Programming/02 - Week 1/14 - Reading Large Tables [708]/2 - 14 - Reading Large Tables [708].txt

7.43KB

2. R Programming/02 - Week 1/14 - Reading Large Tables [708]/large_tables.pdf

68.53KB

2. R Programming/02 - Week 1/15 - Textual Data Formats [458]/2 - 15 - Textual Data Formats [458].mp4

5.85MB

2. R Programming/02 - Week 1/15 - Textual Data Formats [458]/2 - 15 - Textual Data Formats [458].srt

7.66KB

2. R Programming/02 - Week 1/15 - Textual Data Formats [458]/2 - 15 - Textual Data Formats [458].txt

5.01KB

2. R Programming/02 - Week 1/15 - Textual Data Formats [458]/textual.pdf

44.67KB

2. R Programming/02 - Week 1/16 - Connections Interfaces to the Outside World [435]/2 - 16 - Connections Interfaces to the Outside World [435].mp4

5.2MB

2. R Programming/02 - Week 1/16 - Connections Interfaces to the Outside World [435]/2 - 16 - Connections Interfaces to the Outside World [435].srt

7.22KB

2. R Programming/02 - Week 1/16 - Connections Interfaces to the Outside World [435]/2 - 16 - Connections Interfaces to the Outside World [435].txt

4.61KB

2. R Programming/02 - Week 1/16 - Connections Interfaces to the Outside World [435]/connections.pdf

54.3KB

2. R Programming/02 - Week 1/17 - Subsetting - Basics/2 - 17 - Subsetting - Basics.mp4

4.74MB

2. R Programming/02 - Week 1/17 - Subsetting - Basics/2 - 17 - Subsetting - Basics.srt

6.92KB

2. R Programming/02 - Week 1/17 - Subsetting - Basics/2 - 17 - Subsetting - Basics.txt

4.34KB

2. R Programming/02 - Week 1/17 - Subsetting - Basics/Subsetting_basics.pdf

31.12KB

2. R Programming/02 - Week 1/18 - Subsetting - Lists/2 - 18 - Subsetting - Lists.mp4

5.21MB

2. R Programming/02 - Week 1/18 - Subsetting - Lists/2 - 18 - Subsetting - Lists.srt

7.54KB

2. R Programming/02 - Week 1/18 - Subsetting - Lists/2 - 18 - Subsetting - Lists.txt

4.83KB

2. R Programming/02 - Week 1/18 - Subsetting - Lists/Subsetting_lists.pdf

40.3KB

2. R Programming/02 - Week 1/19 - Subsetting - Matrices/2 - 19 - Subsetting - Matrices.mp4

3.16MB

2. R Programming/02 - Week 1/19 - Subsetting - Matrices/2 - 19 - Subsetting - Matrices.srt

4.24KB

2. R Programming/02 - Week 1/19 - Subsetting - Matrices/2 - 19 - Subsetting - Matrices.txt

2.86KB

2. R Programming/02 - Week 1/19 - Subsetting - Matrices/Subsetting_matrix.pdf

38.86KB

2. R Programming/02 - Week 1/20 - Subsetting - Partial Matching/2 - 20 - Subsetting - Partial Matching.mp4

1.89MB

2. R Programming/02 - Week 1/20 - Subsetting - Partial Matching/2 - 20 - Subsetting - Partial Matching.srt

2.69KB

2. R Programming/02 - Week 1/20 - Subsetting - Partial Matching/2 - 20 - Subsetting - Partial Matching.txt

1.71KB

2. R Programming/02 - Week 1/20 - Subsetting - Partial Matching/Subsetting_partial.pdf

25.99KB

2. R Programming/02 - Week 1/21 - Subsetting - Removing Missing Values/2 - 21 - Subsetting - Removing Missing Values.mp4

4.43MB

2. R Programming/02 - Week 1/21 - Subsetting - Removing Missing Values/2 - 21 - Subsetting - Removing Missing Values.srt

6.25KB

2. R Programming/02 - Week 1/21 - Subsetting - Removing Missing Values/2 - 21 - Subsetting - Removing Missing Values.txt

3.97KB

2. R Programming/02 - Week 1/21 - Subsetting - Removing Missing Values/Subsetting_NAs.pdf

37.89KB

2. R Programming/02 - Week 1/22 - Vectorized Operations [346]/2 - 22 - Vectorized Operations [346].mp4

2.49MB

2. R Programming/02 - Week 1/22 - Vectorized Operations [346]/2 - 22 - Vectorized Operations [346].srt

6.3KB

2. R Programming/02 - Week 1/22 - Vectorized Operations [346]/2 - 22 - Vectorized Operations [346].txt

3.89KB

2. R Programming/02 - Week 1/22 - Vectorized Operations [346]/index.html

4.38KB

2. R Programming/02 - Week 1/22 - Vectorized Operations [346]/Vectorized.pdf

57.68KB

2. R Programming/02 - Week 1/23 - Introduction to swirl/2 - 23 - Introduction to swirl.mp4

3.17MB

2. R Programming/02 - Week 1/23 - Introduction to swirl/2 - 23 - Introduction to swirl.srt

2.05KB

2. R Programming/02 - Week 1/23 - Introduction to swirl/2 - 23 - Introduction to swirl.txt

1.26KB

2. R Programming/02 - Week 1/Quiz/Feedback — Week 1.pdf

140.54KB

2. R Programming/02 - Week 1/Quiz/hw1_data.csv

2.83KB

2. R Programming/03 - Week 2/01 - Control Structures - Introduction [054]/3 - 1 - Control Structures - Introduction [054].mp4

1.08MB

2. R Programming/03 - Week 2/01 - Control Structures - Introduction [054]/3 - 1 - Control Structures - Introduction [054].srt

1.41KB

2. R Programming/03 - Week 2/01 - Control Structures - Introduction [054]/3 - 1 - Control Structures - Introduction [054].txt

906B

2. R Programming/03 - Week 2/01 - Control Structures - Introduction [054]/control_intro.pdf

52.43KB

2. R Programming/03 - Week 2/02 - Control Structures - If-else [158]/3 - 2 - Control Structures - If-else [158].mp4

2.12MB

2. R Programming/03 - Week 2/02 - Control Structures - If-else [158]/3 - 2 - Control Structures - If-else [158].srt

3.03KB

2. R Programming/03 - Week 2/02 - Control Structures - If-else [158]/3 - 2 - Control Structures - If-else [158].txt

1.94KB

2. R Programming/03 - Week 2/02 - Control Structures - If-else [158]/control_if.pdf

28.2KB

2. R Programming/03 - Week 2/03 - Control Structures - For loops [425]/3 - 3 - Control Structures - For loops [425].mp4

4.85MB

2. R Programming/03 - Week 2/03 - Control Structures - For loops [425]/3 - 3 - Control Structures - For loops [425].srt

6.66KB

2. R Programming/03 - Week 2/03 - Control Structures - For loops [425]/3 - 3 - Control Structures - For loops [425].txt

4.28KB

2. R Programming/03 - Week 2/03 - Control Structures - For loops [425]/control_forloop.pdf

33.66KB

2. R Programming/03 - Week 2/04 - Control Structures - While loops [322]/3 - 4 - Control Structures - While loops [322].mp4

3.76MB

2. R Programming/03 - Week 2/04 - Control Structures - While loops [322]/3 - 4 - Control Structures - While loops [322].srt

5.21KB

2. R Programming/03 - Week 2/04 - Control Structures - While loops [322]/3 - 4 - Control Structures - While loops [322].txt

3.33KB

2. R Programming/03 - Week 2/04 - Control Structures - While loops [322]/control_while.pdf

30.42KB

2. R Programming/03 - Week 2/05 - Control Structures - Repeat, Next, Break [457]/3 - 5 - Control Structures - Repeat, Next, Break [457].mp4

5.46MB

2. R Programming/03 - Week 2/05 - Control Structures - Repeat, Next, Break [457]/3 - 5 - Control Structures - Repeat, Next, Break [457].srt

8.23KB

2. R Programming/03 - Week 2/05 - Control Structures - Repeat, Next, Break [457]/3 - 5 - Control Structures - Repeat, Next, Break [457].txt

5.38KB

2. R Programming/03 - Week 2/05 - Control Structures - Repeat, Next, Break [457]/control_repeat.pdf

38.68KB

2. R Programming/03 - Week 2/06 - Your First R Function [1029]/3 - 6 - Your First R Function [1029].mp4

16.48MB

2. R Programming/03 - Week 2/06 - Your First R Function [1029]/3 - 6 - Your First R Function [1029].srt

18.04KB

2. R Programming/03 - Week 2/06 - Your First R Function [1029]/3 - 6 - Your First R Function [1029].txt

11.1KB

2. R Programming/03 - Week 2/07 - Functions (part 1) [917]/3 - 7 - Functions (part 1) [917].mp4

6.46MB

2. R Programming/03 - Week 2/07 - Functions (part 1) [917]/3 - 7 - Functions (part 1) [917].srt

15.75KB

2. R Programming/03 - Week 2/07 - Functions (part 1) [917]/3 - 7 - Functions (part 1) [917].txt

9.7KB

2. R Programming/03 - Week 2/07 - Functions (part 1) [917]/functions.pdf

92.34KB

2. R Programming/03 - Week 2/07 - Functions (part 1) [917]/index.html

11.03KB

2. R Programming/03 - Week 2/08 - Functions (part 2) [713]/3 - 8 - Functions (part 2) [713].mp4

4.86MB

2. R Programming/03 - Week 2/08 - Functions (part 2) [713]/3 - 8 - Functions (part 2) [713].srt

12.49KB

2. R Programming/03 - Week 2/08 - Functions (part 2) [713]/3 - 8 - Functions (part 2) [713].txt

7.43KB

2. R Programming/03 - Week 2/09 - Scoping Rules - Symbol Binding [1032]/3 - 9 - Scoping Rules - Symbol Binding [1032].mp4

7.6MB

2. R Programming/03 - Week 2/09 - Scoping Rules - Symbol Binding [1032]/3 - 9 - Scoping Rules - Symbol Binding [1032].srt

17.47KB

2. R Programming/03 - Week 2/09 - Scoping Rules - Symbol Binding [1032]/3 - 9 - Scoping Rules - Symbol Binding [1032].txt

10.64KB

2. R Programming/03 - Week 2/09 - Scoping Rules - Symbol Binding [1032]/index.html

17.76KB

2. R Programming/03 - Week 2/09 - Scoping Rules - Symbol Binding [1032]/scoping_binding.pdf

79.37KB

2. R Programming/03 - Week 2/10 - Scoping Rules - R Scoping Rules [834]/3 - 10 - Scoping Rules - R Scoping Rules [834].mp4

5.7MB

2. R Programming/03 - Week 2/10 - Scoping Rules - R Scoping Rules [834]/3 - 10 - Scoping Rules - R Scoping Rules [834].srt

13.88KB

2. R Programming/03 - Week 2/10 - Scoping Rules - R Scoping Rules [834]/3 - 10 - Scoping Rules - R Scoping Rules [834].txt

8.34KB

2. R Programming/03 - Week 2/10 - Scoping Rules - R Scoping Rules [834]/scoping_rules.pdf

58.66KB

2. R Programming/03 - Week 2/11 - Scoping Rules - Optimization Example (OPTIONAL) [921]/3 - 11 - Scoping Rules - Optimization Example (OPTIONAL) [921].mp4

6.35MB

2. R Programming/03 - Week 2/11 - Scoping Rules - Optimization Example (OPTIONAL) [921]/3 - 11 - Scoping Rules - Optimization Example (OPTIONAL) [921].srt

15.36KB

2. R Programming/03 - Week 2/11 - Scoping Rules - Optimization Example (OPTIONAL) [921]/3 - 11 - Scoping Rules - Optimization Example (OPTIONAL) [921].txt

9.52KB

2. R Programming/03 - Week 2/11 - Scoping Rules - Optimization Example (OPTIONAL) [921]/scoping_optimization.pdf

123.97KB

2. R Programming/03 - Week 2/12 - Coding Standards [859]/3 - 12 - Coding Standards [859].mp4

14.81MB

2. R Programming/03 - Week 2/12 - Coding Standards [859]/3 - 12 - Coding Standards [859].srt

16.01KB

2. R Programming/03 - Week 2/12 - Coding Standards [859]/3 - 12 - Coding Standards [859].txt

9.79KB

2. R Programming/03 - Week 2/12 - Coding Standards [859]/CodingStandard.pdf

47.64KB

2. R Programming/03 - Week 2/12 - Coding Standards [859]/index.html

5.25KB

2. R Programming/03 - Week 2/13 - Dates and Times [1029]/3 - 13 - Dates and Times [1029].mp4

11.8MB

2. R Programming/03 - Week 2/13 - Dates and Times [1029]/3 - 13 - Dates and Times [1029].srt

15.92KB

2. R Programming/03 - Week 2/13 - Dates and Times [1029]/3 - 13 - Dates and Times [1029].txt

9.64KB

2. R Programming/03 - Week 2/13 - Dates and Times [1029]/Dates.pdf

84.18KB

2. R Programming/03 - Week 2/13 - Dates and Times [1029]/index.html

9.13KB

2. R Programming/04 - Week 3/01 - Loop Functions - lapply [923]/4 - 1 - Loop Functions - lapply [923].mp4

6.1MB

2. R Programming/04 - Week 3/01 - Loop Functions - lapply [923]/4 - 1 - Loop Functions - lapply [923].srt

15.8KB

2. R Programming/04 - Week 3/01 - Loop Functions - lapply [923]/4 - 1 - Loop Functions - lapply [923].txt

9.69KB

2. R Programming/04 - Week 3/01 - Loop Functions - lapply [923]/index.html

9.08KB

2. R Programming/04 - Week 3/01 - Loop Functions - lapply [923]/lapply.pdf

83.61KB

2. R Programming/04 - Week 3/02 - Loop Functions - apply [721]/4 - 2 - Loop Functions - apply [721].mp4

4.96MB

2. R Programming/04 - Week 3/02 - Loop Functions - apply [721]/4 - 2 - Loop Functions - apply [721].srt

12.24KB

2. R Programming/04 - Week 3/02 - Loop Functions - apply [721]/4 - 2 - Loop Functions - apply [721].txt

7.56KB

2. R Programming/04 - Week 3/02 - Loop Functions - apply [721]/apply.pdf

73.4KB

2. R Programming/04 - Week 3/02 - Loop Functions - apply [721]/index.html

7.12KB

2. R Programming/04 - Week 3/03 - Loop Functions - mapply [446]/4 - 3 - Loop Functions - mapply [446].mp4

3.21MB

2. R Programming/04 - Week 3/03 - Loop Functions - mapply [446]/4 - 3 - Loop Functions - mapply [446].srt

7.54KB

2. R Programming/04 - Week 3/03 - Loop Functions - mapply [446]/4 - 3 - Loop Functions - mapply [446].txt

4.69KB

2. R Programming/04 - Week 3/03 - Loop Functions - mapply [446]/index.html

5.6KB

2. R Programming/04 - Week 3/03 - Loop Functions - mapply [446]/mapply.pdf

63.5KB

2. R Programming/04 - Week 3/04 - Loop Functions - tapply [317]/4 - 4 - Loop Functions - tapply [317].mp4

2.17MB

2. R Programming/04 - Week 3/04 - Loop Functions - tapply [317]/4 - 4 - Loop Functions - tapply [317].srt

5.15KB

2. R Programming/04 - Week 3/04 - Loop Functions - tapply [317]/4 - 4 - Loop Functions - tapply [317].txt

3.16KB

2. R Programming/04 - Week 3/04 - Loop Functions - tapply [317]/index.html

10.31KB

2. R Programming/04 - Week 3/04 - Loop Functions - tapply [317]/tapply.pdf

62.04KB

2. R Programming/04 - Week 3/05 - Loop Functions - split [909]/4 - 5 - Loop Functions - split [909].mp4

6.16MB

2. R Programming/04 - Week 3/05 - Loop Functions - split [909]/4 - 5 - Loop Functions - split [909].srt

15.33KB

2. R Programming/04 - Week 3/05 - Loop Functions - split [909]/4 - 5 - Loop Functions - split [909].txt

9.35KB

2. R Programming/04 - Week 3/05 - Loop Functions - split [909]/index.html

10.31KB

2. R Programming/04 - Week 3/05 - Loop Functions - split [909]/split.pdf

56.71KB

2. R Programming/04 - Week 3/06 - Debugging Tools - Diagnosing the Problem [1233]/4 - 6 - Debugging Tools - Diagnosing the Problem [1233].mp4

8.37MB

2. R Programming/04 - Week 3/06 - Debugging Tools - Diagnosing the Problem [1233]/4 - 6 - Debugging Tools - Diagnosing the Problem [1233].srt

21.89KB

2. R Programming/04 - Week 3/06 - Debugging Tools - Diagnosing the Problem [1233]/4 - 6 - Debugging Tools - Diagnosing the Problem [1233].txt

13.18KB

2. R Programming/04 - Week 3/06 - Debugging Tools - Diagnosing the Problem [1233]/Debugging_problem.pdf

66.99KB

2. R Programming/04 - Week 3/06 - Debugging Tools - Diagnosing the Problem [1233]/index.html

11.73KB

2. R Programming/04 - Week 3/07 - Debugging Tools - Basic Tools [625]/4 - 7 - Debugging Tools - Basic Tools [625].mp4

4.92MB

2. R Programming/04 - Week 3/07 - Debugging Tools - Basic Tools [625]/4 - 7 - Debugging Tools - Basic Tools [625].srt

11.54KB

2. R Programming/04 - Week 3/07 - Debugging Tools - Basic Tools [625]/4 - 7 - Debugging Tools - Basic Tools [625].txt

7.17KB

2. R Programming/04 - Week 3/07 - Debugging Tools - Basic Tools [625]/Debugging_tools.pdf

28.51KB

2. R Programming/04 - Week 3/08 - Debugging Tools - Using the Tools [821]/4 - 8 - Debugging Tools - Using the Tools [821].mp4

5.37MB

2. R Programming/04 - Week 3/08 - Debugging Tools - Using the Tools [821]/4 - 8 - Debugging Tools - Using the Tools [821].srt

14.88KB

2. R Programming/04 - Week 3/08 - Debugging Tools - Using the Tools [821]/4 - 8 - Debugging Tools - Using the Tools [821].txt

8.94KB

2. R Programming/04 - Week 3/08 - Debugging Tools - Using the Tools [821]/Debugging_using.pdf

47.25KB

2. R Programming/05 - Week 4/01 - The str Function [608]/5 - 1 - The str Function [608].mp4

5.78MB

2. R Programming/05 - Week 4/01 - The str Function [608]/5 - 1 - The str Function [608].srt

10.57KB

2. R Programming/05 - Week 4/01 - The str Function [608]/5 - 1 - The str Function [608].txt

6.37KB

2. R Programming/05 - Week 4/02 - Simulation - Generating Random Numbers [747]/5 - 2 - Simulation - Generating Random Numbers [747].mp4

5.34MB

2. R Programming/05 - Week 4/02 - Simulation - Generating Random Numbers [747]/5 - 2 - Simulation - Generating Random Numbers [747].srt

13.52KB

2. R Programming/05 - Week 4/02 - Simulation - Generating Random Numbers [747]/5 - 2 - Simulation - Generating Random Numbers [747].txt

8.22KB

2. R Programming/05 - Week 4/02 - Simulation - Generating Random Numbers [747]/index.html

11.15KB

2. R Programming/05 - Week 4/02 - Simulation - Generating Random Numbers [747]/simulation.pdf

227.13KB

2. R Programming/05 - Week 4/03 - Simulation - Simulating a Linear Model [431]/5 - 3 - Simulation - Simulating a Linear Model [431].mp4

5.18MB

2. R Programming/05 - Week 4/03 - Simulation - Simulating a Linear Model [431]/5 - 3 - Simulation - Simulating a Linear Model [431].srt

7.3KB

2. R Programming/05 - Week 4/03 - Simulation - Simulating a Linear Model [431]/5 - 3 - Simulation - Simulating a Linear Model [431].txt

4.56KB

2. R Programming/05 - Week 4/04 - Simulation - Random Sampling [237]/5 - 4 - Simulation - Random Sampling [237].mp4

2.99MB

2. R Programming/05 - Week 4/04 - Simulation - Random Sampling [237]/5 - 4 - Simulation - Random Sampling [237].srt

4.12KB

2. R Programming/05 - Week 4/04 - Simulation - Random Sampling [237]/5 - 4 - Simulation - Random Sampling [237].txt

2.61KB

2. R Programming/05 - Week 4/05 - R Profiler (part 1) [1039]/5 - 5 - R Profiler (part 1) [1039].mp4

9.17MB

2. R Programming/05 - Week 4/05 - R Profiler (part 1) [1039]/5 - 5 - R Profiler (part 1) [1039].srt

17.88KB

2. R Programming/05 - Week 4/05 - R Profiler (part 1) [1039]/5 - 5 - R Profiler (part 1) [1039].txt

11.12KB

2. R Programming/05 - Week 4/05 - R Profiler (part 1) [1039]/index.html

14.84KB

2. R Programming/05 - Week 4/05 - R Profiler (part 1) [1039]/profiler.pdf

111.99KB

2. R Programming/05 - Week 4/06 - R Profiler (part 2) [1026]/5 - 6 - R Profiler (part 2) [1026].mp4

11.23MB

2. R Programming/05 - Week 4/06 - R Profiler (part 2) [1026]/5 - 6 - R Profiler (part 2) [1026].srt

17.67KB

2. R Programming/05 - Week 4/06 - R Profiler (part 2) [1026]/5 - 6 - R Profiler (part 2) [1026].txt

10.98KB

2. R Programming/index.html

28.82KB

2. R Programming/lectures.html

126.33KB

2. R Programming/materials.html

26.44KB

3. Getting and Cleaning Data/01 - Week 1/01 - Obtaining Data Motivation (5-38)/01_01_obtainingDataMotivation.html

7.24KB

3. Getting and Cleaning Data/01 - Week 1/01 - Obtaining Data Motivation (5-38)/01_01_obtainingDataMotivation.pdf

1.26MB

3. Getting and Cleaning Data/01 - Week 1/01 - Obtaining Data Motivation (5-38)/1 - 1 - Obtaining Data Motivation (538).mp4

4.98MB

3. Getting and Cleaning Data/01 - Week 1/01 - Obtaining Data Motivation (5-38)/1 - 1 - Obtaining Data Motivation (538).srt

9.99KB

3. Getting and Cleaning Data/01 - Week 1/01 - Obtaining Data Motivation (5-38)/1 - 1 - Obtaining Data Motivation (538).txt

6.33KB

3. Getting and Cleaning Data/01 - Week 1/02 - Raw and Processed Data (7-07)/01_02_rawAndProcessedData.html

7.29KB

3. Getting and Cleaning Data/01 - Week 1/02 - Raw and Processed Data (7-07)/01_02_rawAndProcessedData.pdf

712.1KB

3. Getting and Cleaning Data/01 - Week 1/02 - Raw and Processed Data (7-07)/1 - 2 - Raw and Processed Data (707).mp4

5.95MB

3. Getting and Cleaning Data/01 - Week 1/02 - Raw and Processed Data (7-07)/1 - 2 - Raw and Processed Data (707).srt

11.82KB

3. Getting and Cleaning Data/01 - Week 1/02 - Raw and Processed Data (7-07)/1 - 2 - Raw and Processed Data (707).txt

7.45KB

3. Getting and Cleaning Data/01 - Week 1/03 - Components of Tidy Data (9-25)/01_03_componentsOfTidyData.html

8.12KB

3. Getting and Cleaning Data/01 - Week 1/03 - Components of Tidy Data (9-25)/01_03_componentsOfTidyData.pdf

911.1KB

3. Getting and Cleaning Data/01 - Week 1/03 - Components of Tidy Data (9-25)/1 - 3 - Components of Tidy Data (925).mp4

7.57MB

3. Getting and Cleaning Data/01 - Week 1/03 - Components of Tidy Data (9-25)/1 - 3 - Components of Tidy Data (925).srt

16.34KB

3. Getting and Cleaning Data/01 - Week 1/03 - Components of Tidy Data (9-25)/1 - 3 - Components of Tidy Data (925).txt

10.19KB

3. Getting and Cleaning Data/01 - Week 1/04 - Downloading Files (7-09)/01_04_downLoadingFiles.html

7.49KB

3. Getting and Cleaning Data/01 - Week 1/04 - Downloading Files (7-09)/01_04_downLoadingFiles.pdf

1.5MB

3. Getting and Cleaning Data/01 - Week 1/04 - Downloading Files (7-09)/1 - 4 - Downloading Files (709).mp4

5.9MB

3. Getting and Cleaning Data/01 - Week 1/04 - Downloading Files (7-09)/1 - 4 - Downloading Files (709).srt

11.43KB

3. Getting and Cleaning Data/01 - Week 1/04 - Downloading Files (7-09)/1 - 4 - Downloading Files (709).txt

7.23KB

3. Getting and Cleaning Data/01 - Week 1/05 - Reading Local Files (4-55)/01_05_readingLocalFiles.html

8.95KB

3. Getting and Cleaning Data/01 - Week 1/05 - Reading Local Files (4-55)/01_05_readingLocalFiles.pdf

1.88MB

3. Getting and Cleaning Data/01 - Week 1/05 - Reading Local Files (4-55)/1 - 5 - Reading Local Files (455).mp4

4.39MB

3. Getting and Cleaning Data/01 - Week 1/05 - Reading Local Files (4-55)/1 - 5 - Reading Local Files (455).srt

7.54KB

3. Getting and Cleaning Data/01 - Week 1/05 - Reading Local Files (4-55)/1 - 5 - Reading Local Files (455).txt

4.86KB

3. Getting and Cleaning Data/01 - Week 1/06 - Reading Excel Files (3-55)/01_06_readingExcelFiles.html

7.67KB

3. Getting and Cleaning Data/01 - Week 1/06 - Reading Excel Files (3-55)/01_06_readingExcelFiles.pdf

1.77MB

3. Getting and Cleaning Data/01 - Week 1/06 - Reading Excel Files (3-55)/1 - 6 - Reading Excel Files (355).mp4

3.46MB

3. Getting and Cleaning Data/01 - Week 1/06 - Reading Excel Files (3-55)/1 - 6 - Reading Excel Files (355).srt

6.62KB

3. Getting and Cleaning Data/01 - Week 1/06 - Reading Excel Files (3-55)/1 - 6 - Reading Excel Files (355).txt

4.07KB

3. Getting and Cleaning Data/01 - Week 1/07 - Reading XML (12-39)/01_07_readingXML.html

13.53KB

3. Getting and Cleaning Data/01 - Week 1/07 - Reading XML (12-39)/01_07_readingXML.pdf

3.37MB

3. Getting and Cleaning Data/01 - Week 1/07 - Reading XML (12-39)/1 - 7 - Reading XML (1239).mp4

11.51MB

3. Getting and Cleaning Data/01 - Week 1/07 - Reading XML (12-39)/1 - 7 - Reading XML (1239).srt

20.69KB

3. Getting and Cleaning Data/01 - Week 1/07 - Reading XML (12-39)/1 - 7 - Reading XML (1239).txt

12.63KB

3. Getting and Cleaning Data/01 - Week 1/08 - Reading JSON (5-03)/01_08_readingJSON.html

43.56KB

3. Getting and Cleaning Data/01 - Week 1/08 - Reading JSON (5-03)/01_08_readingJSON.pdf

1.59MB

3. Getting and Cleaning Data/01 - Week 1/08 - Reading JSON (5-03)/1 - 8 - Reading JSON (503).mp4

4.59MB

3. Getting and Cleaning Data/01 - Week 1/08 - Reading JSON (5-03)/1 - 8 - Reading JSON (503).srt

8.46KB

3. Getting and Cleaning Data/01 - Week 1/08 - Reading JSON (5-03)/1 - 8 - Reading JSON (503).txt

5.25KB

3. Getting and Cleaning Data/01 - Week 1/09 - The data.table Package (11-18)/01_09_dataTable.html

15.29KB

3. Getting and Cleaning Data/01 - Week 1/09 - The data.table Package (11-18)/01_09_dataTable.pdf

2.2MB

3. Getting and Cleaning Data/01 - Week 1/09 - The data.table Package (11-18)/1 - 9 - The data.table Package (1118).mp4

8.89MB

3. Getting and Cleaning Data/01 - Week 1/09 - The data.table Package (11-18)/1 - 9 - The data.table Package (1118).srt

17.05KB

3. Getting and Cleaning Data/01 - Week 1/09 - The data.table Package (11-18)/1 - 9 - The data.table Package (1118).txt

10.53KB

3. Getting and Cleaning Data/01 - Week 1/09 - The data.table Package (11-18)/Getting-started.html

26.09KB

3. Getting and Cleaning Data/02 - Week 2/01 - Reading from MySQL (14-44)/02_01_readingMySQL.html

17.91KB

3. Getting and Cleaning Data/02 - Week 2/01 - Reading from MySQL (14-44)/02_01_readingMySQL.pdf

2.83MB

3. Getting and Cleaning Data/02 - Week 2/01 - Reading from MySQL (14-44)/2 - 1 - Reading from MySQL (1444).mp4

12.23MB

3. Getting and Cleaning Data/02 - Week 2/01 - Reading from MySQL (14-44)/2 - 1 - Reading from MySQL (1444).srt

24.47KB

3. Getting and Cleaning Data/02 - Week 2/01 - Reading from MySQL (14-44)/2 - 1 - Reading from MySQL (1444).txt

15.28KB

3. Getting and Cleaning Data/02 - Week 2/02 - Reading from HDF5 (6-45)/02_02_readingHDF5.html

9.06KB

3. Getting and Cleaning Data/02 - Week 2/02 - Reading from HDF5 (6-45)/02_02_readingHDF5.pdf

1.16MB

3. Getting and Cleaning Data/02 - Week 2/02 - Reading from HDF5 (6-45)/2 - 2 - Reading from HDF5 (645).mp4

5.47MB

3. Getting and Cleaning Data/02 - Week 2/02 - Reading from HDF5 (6-45)/2 - 2 - Reading from HDF5 (645).srt

10.35KB

3. Getting and Cleaning Data/02 - Week 2/02 - Reading from HDF5 (6-45)/2 - 2 - Reading from HDF5 (645).txt

6.43KB

3. Getting and Cleaning Data/02 - Week 2/03 - Reading from The Web (6-47)/02_03_readingFromTheWeb.html

98.6KB

3. Getting and Cleaning Data/02 - Week 2/03 - Reading from The Web (6-47)/02_03_readingFromTheWeb.pdf

1.33MB

3. Getting and Cleaning Data/02 - Week 2/03 - Reading from The Web (6-47)/2 - 3 - Reading from The Web (647).mp4

5.59MB

3. Getting and Cleaning Data/02 - Week 2/03 - Reading from The Web (6-47)/2 - 3 - Reading from The Web (647).srt

10.96KB

3. Getting and Cleaning Data/02 - Week 2/03 - Reading from The Web (6-47)/2 - 3 - Reading from The Web (647).txt

6.86KB

3. Getting and Cleaning Data/02 - Week 2/04 - Reading From APIs (7-57)/02_04_readingFromAPIs.html

7.56KB

3. Getting and Cleaning Data/02 - Week 2/04 - Reading From APIs (7-57)/02_04_readingFromAPIs.pdf

1.11MB

3. Getting and Cleaning Data/02 - Week 2/04 - Reading From APIs (7-57)/2 - 4 - Reading From APIs (757).mp4

6.37MB

3. Getting and Cleaning Data/02 - Week 2/04 - Reading From APIs (7-57)/2 - 4 - Reading From APIs (757).srt

12.64KB

3. Getting and Cleaning Data/02 - Week 2/04 - Reading From APIs (7-57)/2 - 4 - Reading From APIs (757).txt

7.89KB

3. Getting and Cleaning Data/02 - Week 2/05 - Reading From Other Sources (4-44)/02_05_readingFromOtherSources.html

8.33KB

3. Getting and Cleaning Data/02 - Week 2/05 - Reading From Other Sources (4-44)/02_05_readingFromOtherSources.pdf

747.32KB

3. Getting and Cleaning Data/02 - Week 2/05 - Reading From Other Sources (4-44)/2 - 5 - Reading From Other Sources (444).mp4

3.93MB

3. Getting and Cleaning Data/02 - Week 2/05 - Reading From Other Sources (4-44)/2 - 5 - Reading From Other Sources (444).srt

7.39KB

3. Getting and Cleaning Data/02 - Week 2/05 - Reading From Other Sources (4-44)/2 - 5 - Reading From Other Sources (444).txt

4.57KB

3. Getting and Cleaning Data/03 - Week 3/01 - Subsetting and Sorting (6-51)/03_01_subsettingAndSorting.html

8.34KB

3. Getting and Cleaning Data/03 - Week 3/01 - Subsetting and Sorting (6-51)/03_01_subsettingAndSorting.pdf

784.01KB

3. Getting and Cleaning Data/03 - Week 3/01 - Subsetting and Sorting (6-51)/3 - 1 - Subsetting and Sorting (651).mp4

4.94MB

3. Getting and Cleaning Data/03 - Week 3/01 - Subsetting and Sorting (6-51)/3 - 1 - Subsetting and Sorting (651).srt

10.37KB

3. Getting and Cleaning Data/03 - Week 3/01 - Subsetting and Sorting (6-51)/3 - 1 - Subsetting and Sorting (651).txt

6.48KB

3. Getting and Cleaning Data/03 - Week 3/02 - Summarizing Data (11-37)/03_02_summarizingData.html

26.28KB

3. Getting and Cleaning Data/03 - Week 3/02 - Summarizing Data (11-37)/03_02_summarizingData.pdf

3.4MB

3. Getting and Cleaning Data/03 - Week 3/02 - Summarizing Data (11-37)/3 - 2 - Summarizing Data (1137).mp4

9.56MB

3. Getting and Cleaning Data/03 - Week 3/02 - Summarizing Data (11-37)/3 - 2 - Summarizing Data (1137).srt

18.08KB

3. Getting and Cleaning Data/03 - Week 3/02 - Summarizing Data (11-37)/3 - 2 - Summarizing Data (1137).txt

11.14KB

3. Getting and Cleaning Data/03 - Week 3/03 - Creating New Variables (10-32)/03_03_creatingNewVariables.html

12.35KB

3. Getting and Cleaning Data/03 - Week 3/03 - Creating New Variables (10-32)/03_03_creatingNewVariables.pdf

2.07MB

3. Getting and Cleaning Data/03 - Week 3/03 - Creating New Variables (10-32)/3 - 3 - Creating New Variables (1032).mp4

8.5MB

3. Getting and Cleaning Data/03 - Week 3/03 - Creating New Variables (10-32)/3 - 3 - Creating New Variables (1032).srt

16.64KB

3. Getting and Cleaning Data/03 - Week 3/03 - Creating New Variables (10-32)/3 - 3 - Creating New Variables (1032).txt

10.46KB

3. Getting and Cleaning Data/03 - Week 3/04 - Reshaping Data (9-13)/03_04_reshapingData.html

10.26KB

3. Getting and Cleaning Data/03 - Week 3/04 - Reshaping Data (9-13)/03_04_reshapingData.pdf

1.47MB

3. Getting and Cleaning Data/03 - Week 3/04 - Reshaping Data (9-13)/3 - 4 - Reshaping Data (913).mp4

7.21MB

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5. Reproducible Research/01 - Week 1/01 - Introduction/1 - 1 - Introduction.mp4

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5. Reproducible Research/01 - Week 1/05 - Scripting Your Analysis [436]/1 - 6 - Scripting Your Analysis [436].mp4

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5. Reproducible Research/01 - Week 1/08 - Organizing Your Analysis [1105]/1 - 9 - Organizing Your Analysis [1105].mp4

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5. Reproducible Research/02 - Week 2/01 - Coding Standards in R [859]/2 - 1 - Coding Standards in R [859].mp4

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5. Reproducible Research/02 - Week 2/09 - Introduction to Peer Assessment 1/2 - 9 - Introduction to Peer Assessment 1.mp4

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5. Reproducible Research/03 - Week 3/01 - Communicating Results [654]/3 - 1 - Communicating Results [654].mp4

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5. Reproducible Research/03 - Week 3/02 - RPubs [321]/3 - 2 - RPubs [321].mp4

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5. Reproducible Research/03 - Week 3/06 - Evidence-based Data Analysis (part 1) [351]/3 - 6 - Evidence-based Data Analysis (part 1) [351].mp4

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5. Reproducible Research/04 - Week 4/01 - Caching Computations [1116]/4 - 1 - Caching Computations [1116].mp4

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5. Reproducible Research/04 - Week 4/02 - Case Study Air Pollution [1412]/4 - 2 - Case Study Air Pollution [1412].mp4

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5. Reproducible Research/04 - Week 4/02 - Case Study Air Pollution [1412]/RRCaseStudy.pdf

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5. Reproducible Research/04 - Week 4/03 - Case Study High Throughput Biology [3051]/4 - 3 - Case Study High Throughput Biology [3051].mp4

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5. Reproducible Research/04 - Week 4/04 - Commentaries on Data Analysis/4 - 4 - Commentaries on Data Analysis.mp4

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5. Reproducible Research/04 - Week 4/04 - Commentaries on Data Analysis/PNAS-2015-Leek-1645-6.pdf

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6. Statistical Inference/01 - First Week/01 - 01 01 Introduction (7-05)/1 - 1 - 01 01 Introduction (705).mp4

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6. Statistical Inference/01 - First Week/02 - Brief note on new materials/1 - 2 - Brief note on new materials.mp4

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6. Statistical Inference/01 - First Week/03 - 02 01 Introduction to probability (6-13)/1 - 3 - 02 01 Introduction to probability (613).mp4

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6. Statistical Inference/01 - First Week/04 - 02 02 Probability mass functions (7-14)/1 - 4 - 02 02 Probability mass functions (714).mp4

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6. Statistical Inference/01 - First Week/05 - 02 03 Probability density functions (13-27)/1 - 5 - 02 03 Probability density functions (1327).mp4

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6. Statistical Inference/01 - First Week/06 - 03 01 Conditional Probability (3-23)/1 - 6 - 03 01 Conditional Probability (323).mp4

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6. Statistical Inference/01 - First Week/07 - 03 02 Bayes rule (7-52)/1 - 7 - 03 02 Bayes rule (752).mp4

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6. Statistical Inference/01 - First Week/08 - 03 03 Independence (3-04)/1 - 8 - 03 03 Independence (304).mp4

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6. Statistical Inference/01 - First Week/09 - 04 01 Expected values (5-14)/1 - 9 - 04 01 Expected values (514).mp4

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6. Statistical Inference/01 - First Week/10 - 04 02 Expected values, simple examples (2-12)/1 - 10 - 04 02 Expected values, simple examples (212).mp4

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6. Statistical Inference/01 - First Week/11 - 04 03 Expected values for PDFs (7-46)/1 - 11 - 04 03 Expected values for PDFs (746).mp4

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6. Statistical Inference/02 - Second Week/01 - 05 01 Introduction to variability (4-57)/2 - 1 - 05 01 Introduction to variability (457).mp4

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6. Statistical Inference/02 - Second Week/02 - 05 02 Variance simulation examples (2-46)/2 - 2 - 05 02 Variance simulation examples (246).mp4

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6. Statistical Inference/02 - Second Week/03 - 05 03 Standard error of the mean (7-12)/2 - 3 - 05 03 Standard error of the mean (712).mp4

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6. Statistical Inference/02 - Second Week/05 - 06 01 Binomial distrubtion (3-02)/2 - 5 - 06 01 Binomial distrubtion (302).mp4

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6. Statistical Inference/02 - Second Week/06 - 06 02 Normal distribution (15-12)/2 - 6 - 06 02 Normal distribution (1512).mp4

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6. Statistical Inference/02 - Second Week/07 - 06 03 Poisson (6-08)/2 - 7 - 06 03 Poisson (608).mp4

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6. Statistical Inference/02 - Second Week/08 - 07 01 Asymptotics and LLN (4-28)/2 - 8 - 07 01 Asymptotics and LLN (428).mp4

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6. Statistical Inference/02 - Second Week/10 - 07 03 Asymptotics and confidence intervals (20-10)/2 - 10 - 07 03 Asymptotics and confidence intervals (2010).mp4

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6. Statistical Inference/02 - Second Week/10 - 07 03 Asymptotics and confidence intervals (20-10)/2 - 10 - 07 03 Asymptotics and confidence intervals (2010).srt

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6. Statistical Inference/02 - Second Week/10 - 07 03 Asymptotics and confidence intervals (20-10)/2 - 10 - 07 03 Asymptotics and confidence intervals (2010).txt

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6. Statistical Inference/03 - Third Week/01 - 08 01 T confidence intervals (9-12)/3 - 1 - 08 01 T confidence intervals (912).mp4

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6. Statistical Inference/03 - Third Week/02 - 08 02 T confidence intervals example (4-06)/3 - 2 - 08 02 T confidence intervals example (406).mp4

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6. Statistical Inference/03 - Third Week/03 - 08 03 Independent group T intervals (14-36)/3 - 3 - 08 03 Independent group T intervals (1436).mp4

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6. Statistical Inference/03 - Third Week/04 - 08 04 A note on unequal variance (3-29)/3 - 4 - 08 04 A note on unequal variance (329).mp4

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6. Statistical Inference/03 - Third Week/05 - 09 01 Hypothesis testing (4-17)/3 - 5 - 09 01 Hypothesis testing (417).mp4

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6. Statistical Inference/03 - Third Week/06 - 09 02 Example of choosing a rejection region (5-12)/3 - 6 - 09 02 Example of choosing a rejection region (512).mp4

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6. Statistical Inference/03 - Third Week/07 - 09 03 T tests (7-04)/3 - 7 - 09 03 T tests (704).mp4

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6. Statistical Inference/03 - Third Week/08 - 09 04 Two group testing (17-54)/3 - 8 - 09 04 Two group testing (1754).mp4

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6. Statistical Inference/03 - Third Week/09 - 10 01 Pvalues (7-50)/3 - 9 - 10 01 Pvalues (750).mp4

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6. Statistical Inference/03 - Third Week/10 - 10 02 Pvalue further examples (5-54)/3 - 10 - 10 02 Pvalue further examples (554).mp4

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6. Statistical Inference/04 - Fourth Week/01 - 11 01 Power (4-54)/4 - 1 - 11 01 Power (454).mp4

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6. Statistical Inference/04 - Fourth Week/02 - 11 02 Calculating Power (12-51)/4 - 2 - 11 02 Calculating Power (1251).mp4

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6. Statistical Inference/04 - Fourth Week/03 - 11 03 Notes on power (4-57)/4 - 3 - 11 03 Notes on power (457).mp4

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6. Statistical Inference/04 - Fourth Week/04 - 11 04 T test power (8-02)/4 - 4 - 11 04 T test power (802).mp4

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6. Statistical Inference/04 - Fourth Week/05 - 12 Multiple Comparisons (25-22)/4 - 5 - 12 Multiple Comparisons (2522).mp4

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6. Statistical Inference/04 - Fourth Week/05 - 12 Multiple Comparisons (25-22)/4 - 5 - 12 Multiple Comparisons (2522).srt

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6. Statistical Inference/04 - Fourth Week/05 - 12 Multiple Comparisons (25-22)/4 - 5 - 12 Multiple Comparisons (2522).txt

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6. Statistical Inference/04 - Fourth Week/05 - 12 Multiple Comparisons (25-22)/index.pdf

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6. Statistical Inference/04 - Fourth Week/06 - 13 01 Bootstrapping (7-10)/4 - 6 - 13 01 Bootstrapping (710).mp4

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6. Statistical Inference/04 - Fourth Week/07 - 13 02 Bootstrapping example (3-29)/4 - 7 - 13 02 Bootstrapping example (329).mp4

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6. Statistical Inference/04 - Fourth Week/08 - 13 03 Notes on the bootstrap (10-20)/4 - 8 - 13 03 Notes on the bootstrap (1020).mp4

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6. Statistical Inference/04 - Fourth Week/09 - 13 04 Permutation tests (9-07)/4 - 9 - 13 04 Permutation tests (907).mp4

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6. Statistical Inference/05 - Extra lectures/01 - Just enough knitr to do the project/9 - 1 - Just enough knitr to do the project.mp4

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6. Statistical Inference/05 - Extra lectures/01 - Just enough knitr to do the project/9 - 1 - Just enough knitr to do the project.srt

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6. Statistical Inference/05 - Extra lectures/01 - Just enough knitr to do the project/9 - 1 - Just enough knitr to do the project.txt

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6. Statistical Inference/06 - Homework Videos/01 - Homework 1/10 - 1 - Homework 1.mp4

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6. Statistical Inference/06 - Homework Videos/02 - Homework 2/10 - 2 - Homework 2.mp4

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6. Statistical Inference/06 - Homework Videos/03 - Homework 3/10 - 3 - Homework 3.mp4

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6. Statistical Inference/06 - Homework Videos/04 - Homework 4/10 - 4 - Homework 4.mp4

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6. Statistical Inference/index.html

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6. Statistical Inference/lectures.html

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6. Statistical Inference/materials.html

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7. Regression Models/01 - Week 1/01 - 01_01_a Introduction to regression (4-10)/01_01.pdf

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7. Regression Models/01 - Week 1/01 - 01_01_a Introduction to regression (4-10)/1 - 1 - 01_01_a Introduction to regression (410).mp4

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7. Regression Models/01 - Week 1/01 - 01_01_a Introduction to regression (4-10)/1 - 1 - 01_01_a Introduction to regression (410).txt

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7. Regression Models/01 - Week 1/02 - 01_01_b Basic least squares (5-41)/1 - 2 - 01_01_b Basic least squares (541).mp4

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7. Regression Models/01 - Week 1/03 - 01_01_c Least squares continued (5-38)/1 - 3 - 01_01_c Least squares continued (538).mp4

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7. Regression Models/01 - Week 1/03 - 01_01_c Least squares continued (5-38)/1 - 3 - 01_01_c Least squares continued (538).srt

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7. Regression Models/01 - Week 1/03 - 01_01_c Least squares continued (5-38)/1 - 3 - 01_01_c Least squares continued (538).txt

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7. Regression Models/01 - Week 1/04 - 01_01_d Regression through the origin (7-37)/1 - 4 - 01_01_d Regression through the origin (737).mp4

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7. Regression Models/01 - Week 1/05 - 01_02_a Basic Notation and Background (3-26)/01_02.pdf

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7. Regression Models/01 - Week 1/05 - 01_02_a Basic Notation and Background (3-26)/1 - 5 - 01_02_a Basic Notation and Background (326).mp4

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7. Regression Models/01 - Week 1/06 - 01_02_b Normalization and Correlation (5-22)/1 - 6 - 01_02_b Normalization and Correlation (522).mp4

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7. Regression Models/01 - Week 1/06 - 01_02_b Normalization and Correlation (5-22)/1 - 6 - 01_02_b Normalization and Correlation (522).srt

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7. Regression Models/01 - Week 1/06 - 01_02_b Normalization and Correlation (5-22)/1 - 6 - 01_02_b Normalization and Correlation (522).txt

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7. Regression Models/01 - Week 1/07 - 01_03_a Linear Least Squares (6-01)/01_03.pdf

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7. Regression Models/01 - Week 1/07 - 01_03_a Linear Least Squares (6-01)/1 - 7 - 01_03_a Linear Least Squares (601).mp4

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7. Regression Models/01 - Week 1/08 - 01_03_b Linear Least Squares Special Cases (4-22)/1 - 8 - 01_03_b Linear Least Squares Special Cases (422).mp4

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7. Regression Models/01 - Week 1/08 - 01_03_b Linear Least Squares Special Cases (4-22)/1 - 8 - 01_03_b Linear Least Squares Special Cases (422).txt

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7. Regression Models/01 - Week 1/09 - 01_03_c Linear Least Squares Solved (11-33)/1 - 9 - 01_03_c Linear Least Squares Solved (1133).mp4

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7. Regression Models/01 - Week 1/09 - 01_03_c Linear Least Squares Solved (11-33)/1 - 9 - 01_03_c Linear Least Squares Solved (1133).srt

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7. Regression Models/01 - Week 1/10 - 01_04_a Regression to the Mean (3-46)/01_04.pdf

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7. Regression Models/01 - Week 1/10 - 01_04_a Regression to the Mean (3-46)/1 - 10 - 01_04_a Regression to the Mean (346).mp4

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7. Regression Models/01 - Week 1/11 - 01_04_b Regression to the Mean Example (10-46)/1 - 11 - 01_04_b Regression to the Mean Example (1046).mp4

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7. Regression Models/02 - Week 2/01 - 01_05_a Statistical Linear Regression Models (5-58)/01_05.pdf

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7. Regression Models/02 - Week 2/01 - 01_05_a Statistical Linear Regression Models (5-58)/2 - 1 - 01_05_a Statistical Linear Regression Models (558).mp4

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7. Regression Models/02 - Week 2/01 - 01_05_a Statistical Linear Regression Models (5-58)/2 - 1 - 01_05_a Statistical Linear Regression Models (558).srt

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7. Regression Models/02 - Week 2/02 - 01_05_b Interpreting Regression Coefficients (6-28)/2 - 2 - 01_05_b Interpreting Regression Coefficients (628).mp4

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7. Regression Models/02 - Week 2/03 - 01_05_c Statistical Regression Models Examples (6-00)/2 - 3 - 01_05_c Statistical Regression Models Examples (600).mp4

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7. Regression Models/02 - Week 2/03 - 01_05_c Statistical Regression Models Examples (6-00)/2 - 3 - 01_05_c Statistical Regression Models Examples (600).txt

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7. Regression Models/02 - Week 2/04 - 01_06_a Residuals (2-51)/01_06.pdf

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7. Regression Models/02 - Week 2/04 - 01_06_a Residuals (2-51)/2 - 4 - 01_06_a Residuals (251).mp4

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7. Regression Models/02 - Week 2/05 - 01_06_b Properties of Residuals (8-48)/2 - 5 - 01_06_b Properties of Residuals (848).mp4

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7. Regression Models/02 - Week 2/06 - 01_06_c Residual Variation (11-20)/2 - 6 - 01_06_c Residual Variation (1120).mp4

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7. Regression Models/02 - Week 2/07 - 01_07_a Inference in Regression (1-28)/01_07.pdf

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7. Regression Models/02 - Week 2/07 - 01_07_a Inference in Regression (1-28)/2 - 7 - 01_07_a Inference in Regression (128).mp4

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7. Regression Models/02 - Week 2/08 - 01_07_b T Tests for Regression Coefficients (12-33)/2 - 8 - 01_07_b T Tests for Regression Coefficients (1233).mp4

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7. Regression Models/02 - Week 2/08 - 01_07_b T Tests for Regression Coefficients (12-33)/2 - 8 - 01_07_b T Tests for Regression Coefficients (1233).srt

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7. Regression Models/02 - Week 2/08 - 01_07_b T Tests for Regression Coefficients (12-33)/2 - 8 - 01_07_b T Tests for Regression Coefficients (1233).txt

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7. Regression Models/02 - Week 2/09 - 01_07_c Prediction Intervals (14-13)/2 - 9 - 01_07_c Prediction Intervals (1413).mp4

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7. Regression Models/02 - Week 2/10 - 02_01_a Multivariate Regression (2-47)/02_01.pdf

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7. Regression Models/02 - Week 2/10 - 02_01_a Multivariate Regression (2-47)/2 - 10 - 02_01_a Multivariate Regression (247).mp4

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7. Regression Models/02 - Week 2/11 - 02_01_b Multivariable Least Squares (12-59)/2 - 11 - 02_01_b Multivariable Least Squares (1259).mp4

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7. Regression Models/02 - Week 2/12 - 02_01_c More Multivariable Least Squares (8-35)/2 - 12 - 02_01_c More Multivariable Least Squares (835).mp4

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7. Regression Models/02 - Week 2/13 - 02_01_d Multivariable Linear Models Interpretation (9-46)/2 - 13 - 02_01_d Multivariable Linear Models Interpretation (946).mp4

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7. Regression Models/03 - Week 3/01 - 02_02_a Multivariable regression examples (14-38)/02_02.pdf

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7. Regression Models/03 - Week 3/01 - 02_02_a Multivariable regression examples (14-38)/3 - 1 - 02_02_a Multivariable regression examples (1438).mp4

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7. Regression Models/03 - Week 3/02 - 02_02_b Dummy variables (27-08)/3 - 2 - 02_02_b Dummy variables (2708).mp4

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7. Regression Models/03 - Week 3/03 - 02_02_c Interactions (26-29)/3 - 3 - 02_02_c Interactions (2629).mp4

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7. Regression Models/03 - Week 3/04 - 02_03_a Multivariable simulation exercises (5-42)/02_03.pdf

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7. Regression Models/03 - Week 3/04 - 02_03_a Multivariable simulation exercises (5-42)/3 - 4 - 02_03_a Multivariable simulation exercises (542).mp4

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7. Regression Models/03 - Week 3/06 - 02_03_c More simulation examples 2 (2-52)/3 - 6 - 02_03_c More simulation examples 2 (252).mp4

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7. Regression Models/03 - Week 3/08 - 02_04_a Residuals (4-48)/02_04.pdf

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7. Regression Models/03 - Week 3/09 - 02_04_b More on diagnostics (5-18)/3 - 9 - 02_04_b More on diagnostics (518).mp4

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7. Regression Models/03 - Week 3/11 - 02_05_a Some thoughts on model selection (6-38)/02_05.pdf

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7. Regression Models/03 - Week 3/12 - 02_05_b Variance inflation (10-33)/3 - 12 - 02_05_b Variance inflation (1033).mp4

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7. Regression Models/03 - Week 3/13 - 02_05_c Model comparison and search (8-05)/3 - 13 - 02_05_c Model comparison and search (805).mp4

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8. Practical Machine Learning/03 - Week 3/04 - Boosting (7-08)/3 - 4 - Boosting (708).mp4

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8. Practical Machine Learning/03 - Week 3/05 - Model Based Prediction (11-39)/023modelBasedPrediction.pdf

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8. Practical Machine Learning/03 - Week 3/05 - Model Based Prediction (11-39)/3 - 5 - Model Based Prediction (1139).mp4

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8. Practical Machine Learning/03 - Week 3/05 - Model Based Prediction (11-39)/datasciencespecialization.github.io_courses_08_PracticalMachineLearning_023modelBasedPrediction.html

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8. Practical Machine Learning/04 - Week 4/01 - Regularized regression (13-20)/024regularizedRegression.pdf

1.68MB

8. Practical Machine Learning/04 - Week 4/01 - Regularized regression (13-20)/4 - 1 - Regularized regression (1320).mp4

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8. Practical Machine Learning/04 - Week 4/01 - Regularized regression (13-20)/4 - 1 - Regularized regression (1320).srt

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8. Practical Machine Learning/04 - Week 4/01 - Regularized regression (13-20)/datasciencespecialization.github.io_courses_08_PracticalMachineLearning_024regularizedRegression.html

15.54KB

8. Practical Machine Learning/04 - Week 4/02 - Combining predictors (7-11)/025combiningPredictors.pdf

1.69MB

8. Practical Machine Learning/04 - Week 4/02 - Combining predictors (7-11)/4 - 2 - Combining predictors (711).mp4

9.31MB

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8. Practical Machine Learning/04 - Week 4/03 - Forecasting/027forecasting.pdf

1.76MB

8. Practical Machine Learning/04 - Week 4/03 - Forecasting/4 - 3 - Forecasting.mp4

10.6MB

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8. Practical Machine Learning/04 - Week 4/03 - Forecasting/datasciencespecialization.github.io_courses_08_PracticalMachineLearning_027forecasting.html

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8. Practical Machine Learning/04 - Week 4/04 - Unsupervised Prediction (4-24)/026unsupervisedPrediction.pdf

735.81KB

8. Practical Machine Learning/04 - Week 4/04 - Unsupervised Prediction (4-24)/4 - 4 - Unsupervised Prediction (424).mp4

5.4MB

8. Practical Machine Learning/04 - Week 4/04 - Unsupervised Prediction (4-24)/4 - 4 - Unsupervised Prediction (424).srt

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8. Practical Machine Learning/04 - Week 4/04 - Unsupervised Prediction (4-24)/4 - 4 - Unsupervised Prediction (424).txt

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8. Practical Machine Learning/04 - Week 4/04 - Unsupervised Prediction (4-24)/datasciencespecialization.github.io_courses_08_PracticalMachineLearning_026unsupervisedPrediction.html

7.1KB

8. Practical Machine Learning/index.html

31.61KB

8. Practical Machine Learning/lectures.html

80.84KB

8. Practical Machine Learning/materials.html

42.57KB

9. Developing Data Products/01 - Week 1/01 - Introduction to Data Products (1-05)/2 - 1 - Introduction to Data Products (105).mp4

1.37MB

9. Developing Data Products/01 - Week 1/01 - Introduction to Data Products (1-05)/2 - 1 - Introduction to Data Products (105).srt

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9. Developing Data Products/01 - Week 1/01 - Introduction to Data Products (1-05)/2 - 1 - Introduction to Data Products (105).txt

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9. Developing Data Products/01 - Week 1/02 - Motivating Shiny (1-49)/2 - 2 - Motivating Shiny (149).mp4

3.4MB

9. Developing Data Products/01 - Week 1/02 - Motivating Shiny (1-49)/2 - 2 - Motivating Shiny (149).srt

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9. Developing Data Products/01 - Week 1/02 - Motivating Shiny (1-49)/2 - 2 - Motivating Shiny (149).txt

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9. Developing Data Products/01 - Week 1/03 - Shiny 1 Introduction to Shiny (8-36)/2 - 3 - Shiny 1 Introduction to Shiny (836).mp4

10.89MB

9. Developing Data Products/01 - Week 1/03 - Shiny 1 Introduction to Shiny (8-36)/2 - 3 - Shiny 1 Introduction to Shiny (836).srt

12.53KB

9. Developing Data Products/01 - Week 1/03 - Shiny 1 Introduction to Shiny (8-36)/2 - 3 - Shiny 1 Introduction to Shiny (836).txt

7.68KB

9. Developing Data Products/01 - Week 1/03 - Shiny 1 Introduction to Shiny (8-36)/shiny.pdf

386.26KB

9. Developing Data Products/01 - Week 1/04 - Shiny 2 basic html and getting input (4-56)/2 - 4 - Shiny 2 basic html and getting input (456).mp4

5.98MB

9. Developing Data Products/01 - Week 1/04 - Shiny 2 basic html and getting input (4-56)/2 - 4 - Shiny 2 basic html and getting input (456).srt

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9. Developing Data Products/01 - Week 1/04 - Shiny 2 basic html and getting input (4-56)/2 - 4 - Shiny 2 basic html and getting input (456).txt

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9. Developing Data Products/01 - Week 1/05 - Shiny 3 Creating a very basic prediction function (4-12)/2 - 5 - Shiny 3 Creating a very basic prediction function (412).mp4

5.07MB

9. Developing Data Products/01 - Week 1/05 - Shiny 3 Creating a very basic prediction function (4-12)/2 - 5 - Shiny 3 Creating a very basic prediction function (412).srt

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9. Developing Data Products/01 - Week 1/05 - Shiny 3 Creating a very basic prediction function (4-12)/2 - 5 - Shiny 3 Creating a very basic prediction function (412).txt

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9. Developing Data Products/01 - Week 1/06 - Shiny 4 Working with images (2-39)/2 - 6 - Shiny 4 Working with images (239).mp4

3.17MB

9. Developing Data Products/01 - Week 1/06 - Shiny 4 Working with images (2-39)/2 - 6 - Shiny 4 Working with images (239).srt

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9. Developing Data Products/01 - Week 1/06 - Shiny 4 Working with images (2-39)/2 - 6 - Shiny 4 Working with images (239).txt

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9. Developing Data Products/01 - Week 1/07 - Shiny 5 Discussion (4-48)/2 - 7 - Shiny 5 Discussion (448).mp4

6.51MB

9. Developing Data Products/01 - Week 1/07 - Shiny 5 Discussion (4-48)/2 - 7 - Shiny 5 Discussion (448).srt

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9. Developing Data Products/01 - Week 1/07 - Shiny 5 Discussion (4-48)/2 - 7 - Shiny 5 Discussion (448).txt

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9. Developing Data Products/01 - Week 1/08 - More advanced shiny discussion, reactivity (9-30)/2 - 8 - More advanced shiny discussion, reactivity (930).mp4

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9. Developing Data Products/01 - Week 1/08 - More advanced shiny discussion, reactivity (9-30)/2 - 8 - More advanced shiny discussion, reactivity (930).txt

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9. Developing Data Products/01 - Week 1/08 - More advanced shiny discussion, reactivity (9-30)/shiny2.pdf

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9. Developing Data Products/01 - Week 1/09 - More advanced shiny, the reactive function (5-50)/2 - 9 - More advanced shiny, the reactive function (550).mp4

6.82MB

9. Developing Data Products/01 - Week 1/09 - More advanced shiny, the reactive function (5-50)/2 - 9 - More advanced shiny, the reactive function (550).srt

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9. Developing Data Products/01 - Week 1/09 - More advanced shiny, the reactive function (5-50)/2 - 9 - More advanced shiny, the reactive function (550).txt

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9. Developing Data Products/01 - Week 1/10 - More advanced shiny, conditional execution of reactive statements (4-16)/2 - 10 - More advanced shiny, conditional execution of reactive statements (416).mp4

5.42MB

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9. Developing Data Products/01 - Week 1/11 - More advanced shiny, odds and ends (4-55)/2 - 11 - More advanced shiny, odds and ends (455).mp4

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9. Developing Data Products/01 - Week 1/11 - More advanced shiny, odds and ends (4-55)/2 - 11 - More advanced shiny, odds and ends (455).srt

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9. Developing Data Products/01 - Week 1/11 - More advanced shiny, odds and ends (4-55)/2 - 11 - More advanced shiny, odds and ends (455).txt

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9. Developing Data Products/01 - Week 1/12 - Manipulate (4-49)/2 - 12 - Manipulate (449).mp4

6.12MB

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9. Developing Data Products/01 - Week 1/12 - Manipulate (4-49)/2 - 12 - Manipulate (449).txt

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9. Developing Data Products/01 - Week 1/12 - Manipulate (4-49)/manipulate.pdf

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9. Developing Data Products/01 - Week 1/13 - Intro to rCharts and GoogleVis (1-01)/2 - 13 - Intro to rCharts and GoogleVis (101).mp4

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9. Developing Data Products/01 - Week 1/13 - Intro to rCharts and GoogleVis (1-01)/2 - 13 - Intro to rCharts and GoogleVis (101).srt

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9. Developing Data Products/01 - Week 1/13 - Intro to rCharts and GoogleVis (1-01)/2 - 13 - Intro to rCharts and GoogleVis (101).txt

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9. Developing Data Products/01 - Week 1/14 - rCharts introduction (4-45)/2 - 14 - rCharts introduction (445).mp4

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9. Developing Data Products/01 - Week 1/14 - rCharts introduction (4-45)/2 - 14 - rCharts introduction (445).srt

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9. Developing Data Products/01 - Week 1/14 - rCharts introduction (4-45)/2 - 14 - rCharts introduction (445).txt

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9. Developing Data Products/01 - Week 1/14 - rCharts introduction (4-45)/rCharts.pdf

1.18MB

9. Developing Data Products/01 - Week 1/15 - rCharts more examples (5-40)/2 - 15 - rCharts more examples (540).mp4

7.58MB

9. Developing Data Products/01 - Week 1/15 - rCharts more examples (5-40)/2 - 15 - rCharts more examples (540).srt

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9. Developing Data Products/01 - Week 1/15 - rCharts more examples (5-40)/2 - 15 - rCharts more examples (540).txt

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9. Developing Data Products/01 - Week 1/16 - rCharts mapping and discussion (5-32)/2 - 16 - rCharts mapping and discussion (532).mp4

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9. Developing Data Products/01 - Week 1/16 - rCharts mapping and discussion (5-32)/2 - 16 - rCharts mapping and discussion (532).txt

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9. Developing Data Products/01 - Week 1/17 - GoogleVis (9-34)/2 - 17 - GoogleVis (934).mp4

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9. Developing Data Products/01 - Week 1/17 - GoogleVis (9-34)/googleVis.pdf

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9. Developing Data Products/01 - Week 1/18 - shinyApps.io/2 - 18 - shinyApps.io.mp4

5.85MB

9. Developing Data Products/01 - Week 1/18 - shinyApps.io/2 - 18 - shinyApps.io.srt

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9. Developing Data Products/01 - Week 1/19 - plotly/2 - 19 - plotly.mp4

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9. Developing Data Products/01 - Week 1/19 - plotly/2 - 19 - plotly.srt

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9. Developing Data Products/01 - Week 1/19 - plotly/2 - 19 - plotly.txt

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9. Developing Data Products/02 - Week 2/01 - Presenting Data Analysis Writing a Data Report (3-18)/3 - 1 - Presenting Data Analysis Writing a Data Report (318).mp4

7.35MB

9. Developing Data Products/02 - Week 2/02 - Slidify intro (5-32)/3 - 2 - Slidify intro (532).mp4

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9. Developing Data Products/02 - Week 2/02 - Slidify intro (5-32)/3 - 2 - Slidify intro (532).srt

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9. Developing Data Products/02 - Week 2/02 - Slidify intro (5-32)/slidify.pdf

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9. Developing Data Products/02 - Week 2/03 - Slidify working it out (2-01)/3 - 3 - Slidify working it out (201).mp4

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9. Developing Data Products/02 - Week 2/03 - Slidify working it out (2-01)/3 - 3 - Slidify working it out (201).srt

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9. Developing Data Products/02 - Week 2/03 - Slidify working it out (2-01)/3 - 3 - Slidify working it out (201).txt

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9. Developing Data Products/02 - Week 2/04 - Slidify customization (4-09)/3 - 4 - Slidify customization (409).mp4

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9. Developing Data Products/02 - Week 2/05 - Slidify more details (7-24)/3 - 5 - Slidify more details (724).mp4

9.29MB

9. Developing Data Products/02 - Week 2/05 - Slidify more details (7-24)/3 - 5 - Slidify more details (724).srt

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9. Developing Data Products/02 - Week 2/06 - Slidify reminder about knitting R (1-52)/3 - 6 - Slidify reminder about knitting R (152).mp4

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9. Developing Data Products/02 - Week 2/06 - Slidify reminder about knitting R (1-52)/3 - 6 - Slidify reminder about knitting R (152).srt

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9. Developing Data Products/02 - Week 2/06 - Slidify reminder about knitting R (1-52)/3 - 6 - Slidify reminder about knitting R (152).txt

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9. Developing Data Products/02 - Week 2/07 - RStudio Presenter 1 Introduction and getting started (4-59)/3 - 7 - RStudio Presenter 1 Introduction and getting started (459).mp4

8.61MB

9. Developing Data Products/02 - Week 2/07 - RStudio Presenter 1 Introduction and getting started (4-59)/3 - 7 - RStudio Presenter 1 Introduction and getting started (459).srt

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9. Developing Data Products/02 - Week 2/07 - RStudio Presenter 1 Introduction and getting started (4-59)/3 - 7 - RStudio Presenter 1 Introduction and getting started (459).txt

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9. Developing Data Products/02 - Week 2/08 - RStudio Presenter 2 Authoring details (11-14)/3 - 8 - RStudio Presenter 2 Authoring details (1114).mp4

17.63MB

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9. Developing Data Products/02 - Week 2/08 - RStudio Presenter 2 Authoring details (11-14)/3 - 8 - RStudio Presenter 2 Authoring details (1114).txt

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9. Developing Data Products/02 - Week 2/09 - RStudio Presenter 3 Discussion and comparison with Slidify (4-13)/3 - 9 - RStudio Presenter 3 Discussion and comparison with Slidify (413).mp4

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9. Developing Data Products/02 - Week 2/09 - RStudio Presenter 3 Discussion and comparison with Slidify (4-13)/3 - 9 - RStudio Presenter 3 Discussion and comparison with Slidify (413).srt

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9. Developing Data Products/02 - Week 2/09 - RStudio Presenter 3 Discussion and comparison with Slidify (4-13)/3 - 9 - RStudio Presenter 3 Discussion and comparison with Slidify (413).txt

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9. Developing Data Products/02 - Week 2/10 - Very quick introduction to gh-pages/3 - 10 - Very quick introduction to gh-pages.mp4

10.07MB

9. Developing Data Products/03 - Week 4/01 - R Packages (Part 1) (7-11)/4 - 1 - R Packages (Part 1) (711).mp4

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9. Developing Data Products/03 - Week 4/01 - R Packages (Part 1) (7-11)/4 - 1 - R Packages (Part 1) (711).srt

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9. Developing Data Products/03 - Week 4/01 - R Packages (Part 1) (7-11)/RPackages.pdf

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9. Developing Data Products/03 - Week 4/02 - R Packages (Part 2) (14-59)/4 - 2 - R Packages (Part 2) (1459).mp4

17.1MB

9. Developing Data Products/03 - Week 4/02 - R Packages (Part 2) (14-59)/4 - 2 - R Packages (Part 2) (1459).srt

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9. Developing Data Products/03 - Week 4/02 - R Packages (Part 2) (14-59)/4 - 2 - R Packages (Part 2) (1459).txt

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9. Developing Data Products/03 - Week 4/03 - Building R Packages Demo (18-00)/4 - 3 - Building R Packages Demo (1800).mp4

31.99MB

9. Developing Data Products/03 - Week 4/03 - Building R Packages Demo (18-00)/4 - 3 - Building R Packages Demo (1800).srt

26KB

9. Developing Data Products/03 - Week 4/03 - Building R Packages Demo (18-00)/4 - 3 - Building R Packages Demo (1800).txt

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9. Developing Data Products/03 - Week 4/04 - R Classes and Methods (Part 1) (13-50)/4 - 4 - R Classes and Methods (Part 1) (1350).mp4

18.12MB

9. Developing Data Products/03 - Week 4/04 - R Classes and Methods (Part 1) (13-50)/4 - 4 - R Classes and Methods (Part 1) (1350).srt

22.67KB

9. Developing Data Products/03 - Week 4/04 - R Classes and Methods (Part 1) (13-50)/4 - 4 - R Classes and Methods (Part 1) (1350).txt

14.02KB

9. Developing Data Products/03 - Week 4/04 - R Classes and Methods (Part 1) (13-50)/classes-methods.pdf

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9. Developing Data Products/03 - Week 4/05 - R Classes and Methods (Part 2) (11-19)/4 - 5 - R Classes and Methods (Part 2) (1119).mp4

13.28MB

9. Developing Data Products/03 - Week 4/05 - R Classes and Methods (Part 2) (11-19)/4 - 5 - R Classes and Methods (Part 2) (1119).srt

18.52KB

9. Developing Data Products/03 - Week 4/05 - R Classes and Methods (Part 2) (11-19)/4 - 5 - R Classes and Methods (Part 2) (1119).txt

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9. Developing Data Products/03 - Week 4/06 - yhat (Part 1) (24-39)/4 - 6 - yhat (Part 1) (2439).mp4

40.06MB

9. Developing Data Products/03 - Week 4/06 - yhat (Part 1) (24-39)/4 - 6 - yhat (Part 1) (2439).srt

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9. Developing Data Products/03 - Week 4/06 - yhat (Part 1) (24-39)/4 - 6 - yhat (Part 1) (2439).txt

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9. Developing Data Products/03 - Week 4/07 - yhat (Part 2) (11-38)/4 - 7 - yhat (Part 2) (1138).mp4

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9. Developing Data Products/03 - Week 4/07 - yhat (Part 2) (11-38)/4 - 7 - yhat (Part 2) (1138).srt

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9. Developing Data Products/03 - Week 4/07 - yhat (Part 2) (11-38)/4 - 7 - yhat (Part 2) (1138).txt

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9. Developing Data Products/04 - Whole lectures/01 - Shiny/5 - 1 - Shiny.mp4

36.87MB

9. Developing Data Products/04 - Whole lectures/02 - shiny2/5 - 2 - shiny2.mp4

31.12MB

9. Developing Data Products/04 - Whole lectures/03 - Slidify/5 - 3 - Slidify.mp4

28.68MB

9. Developing Data Products/04 - Whole lectures/04 - R Studio Presenter/5 - 4 - R Studio Presenter.mp4

31.94MB

9. Developing Data Products/04 - Whole lectures/05 - Manipulate/5 - 5 - Manipulate.mp4

6.12MB

9. Developing Data Products/04 - Whole lectures/06 - rCharts/5 - 6 - rCharts.mp4

21.78MB

9. Developing Data Products/04 - Whole lectures/07 - plotly/5 - 7 - plotly.mp4

13.36MB

9. Developing Data Products/index.html

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9. Developing Data Products/lectures.html

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9. Developing Data Products/materials.html

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