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[FreeTutorials.Us] data-science-and-machine-learning-bootcamp-with-r

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Number of Files:

133

Content Size:

2.86GB

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2017-11-21

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FreeTutorials Us data science and machine learning bootcamp with

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File Name

Size

01 Course Introduction/001 Introduction to Course.mp4

17.35MB

01 Course Introduction/002 Course Curriculum.mp4

6.72MB

01 Course Introduction/003 What is Data Science.mp4

7.79MB

01 Course Introduction/004 Course FAQ.html

1.58KB

01 Course Introduction/attached_files/004 Course FAQ/R-Course-HTML-Notes.zip

45.59MB

02 Course Best Practices/005 How to Get Help in the Course.html

2.29KB

02 Course Best Practices/006 Installation and Set-Up.html

628B

02 Course Best Practices/quizzes/001 Welcome to the Course..html

2.65KB

03 Windows Installation Set-Up/007 Windows Installation Procedure.mp4

24.52MB

04 Mac OS Installation Set-Up/008 Mac OS Installation Procedure.mp4

71.46MB

05 Linux Installation/009 LinuxUnbuntu Installation Procedure.html

1.79KB

06 Development Environment Overview/010 Development Environment Overview.mp4

1.11MB

06 Development Environment Overview/011 Course Notes.mp4

31.05MB

06 Development Environment Overview/012 Guide to RStudio.mp4

35.05MB

06 Development Environment Overview/attached_files/011 Course Notes/R-Course-HTML-Notes.zip

45.59MB

07 Introduction to R Basics/013 Introduction to R Basics.mp4

6.44MB

07 Introduction to R Basics/014 Arithmetic in R.mp4

8.48MB

07 Introduction to R Basics/015 Variables.mp4

9.9MB

07 Introduction to R Basics/016 R Basic Data Types.mp4

9.93MB

07 Introduction to R Basics/017 Vector Basics.mp4

15.26MB

07 Introduction to R Basics/018 Vector Operations.mp4

8.43MB

07 Introduction to R Basics/019 Vector Indexing and Slicing.mp4

17.89MB

07 Introduction to R Basics/020 Getting Help with R and RStudio.mp4

6.8MB

07 Introduction to R Basics/021 Comparison Operators.mp4

11.84MB

07 Introduction to R Basics/022 R Basics Training Exercise.mp4

6.52MB

07 Introduction to R Basics/023 R Basics Training Exercise - Solutions Walkthrough.mp4

14.74MB

08 R Matrices/024 Introduction to R Matrices.mp4

1.61MB

08 R Matrices/025 Creating a Matrix.mp4

21.24MB

08 R Matrices/026 Matrix Arithmetic.mp4

8.84MB

08 R Matrices/027 Matrix Operations.mp4

12.83MB

08 R Matrices/028 Matrix Selection and Indexing.mp4

13.31MB

08 R Matrices/029 Factor and Categorical Matrices.mp4

17MB

08 R Matrices/030 Matrix Training Exercise.mp4

3.84MB

08 R Matrices/031 Matrix Training Exercises - Solutions Walkthrough.mp4

28.09MB

09 R Data Frames/032 Introduction to R Data Frames.mp4

1.49MB

09 R Data Frames/033 Data Frame Basics.mp4

21.45MB

09 R Data Frames/034 Data Frame Indexing and Selection.mp4

19.01MB

09 R Data Frames/035 Overview of Data Frame Operations - Part 1.mp4

34.58MB

09 R Data Frames/036 Overview of Data Frame Operations - Part 2.mp4

38.91MB

09 R Data Frames/037 Data Frame Training Exercise.mp4

4.98MB

09 R Data Frames/038 Data Frame Training Exercises - Solutions Walkthrough.mp4

34.06MB

10 R Lists/039 List Basics.mp4

21.9MB

11 Data Input and Output with R/040 Introduction to Data Input and Output with R.mp4

1MB

11 Data Input and Output with R/041 CSV Files with R.mp4

14.06MB

11 Data Input and Output with R/042 Excel Files with R.mp4

27.69MB

11 Data Input and Output with R/043 SQL with R.mp4

33.44MB

11 Data Input and Output with R/044 Web Scraping with R.mp4

22.79MB

12 R Programming Basics/045 Introduction to Programming Basics.mp4

1.88MB

12 R Programming Basics/046 Logical Operators.mp4

16.18MB

12 R Programming Basics/047 if else and else if Statements.mp4

29.16MB

12 R Programming Basics/048 Conditional Statements Training Exercise.mp4

4.34MB

12 R Programming Basics/049 Conditional Statements Training Exercise - Solutions Walkthrough.mp4

24.19MB

12 R Programming Basics/050 While Loops.mp4

13.54MB

12 R Programming Basics/051 For Loops.mp4

26.55MB

12 R Programming Basics/052 Functions.mp4

40.63MB

12 R Programming Basics/053 Functions Training Exercise.mp4

8.56MB

12 R Programming Basics/054 Functions Training Exercise - Solutions.mp4

43.38MB

13 Advanced R Programming/055 Introduction to Advanced R Programming.mp4

1.79MB

13 Advanced R Programming/056 Built-in R Features.mp4

20.4MB

13 Advanced R Programming/057 Apply.mp4

31.4MB

13 Advanced R Programming/058 Math Functions with R.mp4

12.96MB

13 Advanced R Programming/059 Regular Expressions.mp4

11.02MB

13 Advanced R Programming/060 Dates and Timestamps.mp4

27.84MB

14 Data Manipulation with R/061 Data Manipulation Overview.mp4

1.25MB

14 Data Manipulation with R/062 Guide to Using Dplyr.mp4

29.43MB

14 Data Manipulation with R/063 Guide to Using Dplyr - Part 2.mp4

24.15MB

14 Data Manipulation with R/064 Pipe Operator.mp4

16.62MB

14 Data Manipulation with R/065 Quick note on Dpylr exercise.html

607B

14 Data Manipulation with R/066 Dplyr Training Exercise.mp4

3.09MB

14 Data Manipulation with R/067 Dplyr Training Exercise - Solutions Walkthrough.mp4

15.63MB

14 Data Manipulation with R/068 Guide to Using Tidyr.mp4

57.72MB

15 Data Visualization with R/069 Overview of ggplot2.mp4

13.33MB

15 Data Visualization with R/070 Histograms.mp4

56.95MB

15 Data Visualization with R/071 Scatterplots.mp4

45.18MB

15 Data Visualization with R/072 Barplots.mp4

19.96MB

15 Data Visualization with R/073 Boxplots.mp4

16.69MB

15 Data Visualization with R/074 2 Variable Plotting.mp4

24.74MB

15 Data Visualization with R/075 Coordinates and Faceting.mp4

28.04MB

15 Data Visualization with R/076 Themes.mp4

13.36MB

15 Data Visualization with R/077 ggplot2 Exercises.mp4

8.31MB

15 Data Visualization with R/078 ggplot2 Exercise Solutions.mp4

30.52MB

16 Data Visualization Project/079 Data Visualization Project.mp4

15.24MB

16 Data Visualization Project/080 Data Visualization Project - Solutions Walkthrough - Part 1.mp4

42.01MB

16 Data Visualization Project/081 Data Visualization Project Solutions Walkthrough - Part 2.mp4

41.46MB

17 Interactive Visualizations with Plotly/082 Overview of Plotly and Interactive Visualizations.mp4

42.51MB

17 Interactive Visualizations with Plotly/083 Resources for Plotly and ggplot2.html

1.23KB

18 Capstone Data Project/084 Introduction to Capstone Project.mp4

45.51MB

18 Capstone Data Project/085 Capstone Project Solutions Walkthrough.mp4

63.28MB

19 Introduction to Machine Learning with R/086 ISLR PDF.html

671B

19 Introduction to Machine Learning with R/087 Introduction to Machine Learning.mp4

59.74MB

19 Introduction to Machine Learning with R/attached_files/087 Introduction to Machine Learning/Machine-Learning-Slides.zip

2.86MB

20 Machine Learning with R - Linear Regression/088 Introduction to Linear Regression.mp4

11.55MB

20 Machine Learning with R - Linear Regression/089 Linear Regression with R - Part 1.mp4

55.6MB

20 Machine Learning with R - Linear Regression/090 Linear Regression with R - Part 2.mp4

53.98MB

20 Machine Learning with R - Linear Regression/091 Linear Regression with R - Part 3.mp4

26.3MB

21 Machine Learning Project - Linear Regression/092 Introduction to Linear Regression Project.mp4

46.5MB

21 Machine Learning Project - Linear Regression/093 ML - Linear Regression Project - Solutions Part 1.mp4

59.53MB

21 Machine Learning Project - Linear Regression/094 ML - Linear Regression Project - Solutions Part 2.mp4

32.72MB

22 Machine Learning with R - Logistic Regression/095 Introduction to Logistic Regression.mp4

21.91MB

22 Machine Learning with R - Logistic Regression/096 Logistic Regression with R - Part 1.mp4

46.33MB

22 Machine Learning with R - Logistic Regression/097 Logistic Regression with R - Part 2.mp4

47.56MB

23 Machine Learning Project - Logistic Regression/098 Introduction to Logistic Regression Project.mp4

13.38MB

23 Machine Learning Project - Logistic Regression/099 Logistic Regression Project Solutions - Part 1.mp4

56.27MB

23 Machine Learning Project - Logistic Regression/100 Logistic Regression Project Solutions - Part 2.mp4

38.63MB

23 Machine Learning Project - Logistic Regression/101 Logistic Regression Project - Solutions Part 3.mp4

37.63MB

24 Machine Learning with R - K Nearest Neighbors/102 Introduction to K Nearest Neighbors.mp4

9.27MB

24 Machine Learning with R - K Nearest Neighbors/103 K Nearest Neighbors with R.mp4

46.73MB

25 Machine Learning Project - K Nearest Neighbors/104 Introduction K Nearest Neighbors Project.mp4

14.69MB

25 Machine Learning Project - K Nearest Neighbors/105 K Nearest Neighbors Project Solutions.mp4

30.41MB

26 Machine Learning with R - Decision Trees and Random Forests/106 Introduction to Tree Methods.mp4

12.48MB

26 Machine Learning with R - Decision Trees and Random Forests/107 Decision Trees and Random Forests with R.mp4

34.4MB

27 Machine Learning Project - Decision Trees and Random Forests/108 Introduction to Decision Trees and Random Forests Project.mp4

10.15MB

27 Machine Learning Project - Decision Trees and Random Forests/109 Tree Methods Project Solutions - Part 1.mp4

38.85MB

27 Machine Learning Project - Decision Trees and Random Forests/110 Tree Methods Project Solutions - Part 2.mp4

10.48MB

28 Machine Learning with R - Support Vector Machines/111 Introduction to Support Vector Machines.mp4

8.96MB

28 Machine Learning with R - Support Vector Machines/112 Support Vector Machines with R.mp4

39.56MB

29 Machine Learning Project - Support Vector Machines/113 Introduction to SVM Project.mp4

11.5MB

29 Machine Learning Project - Support Vector Machines/114 Support Vector Machines Project - Solutions Part 1.mp4

28.49MB

29 Machine Learning Project - Support Vector Machines/115 Support Vector Machines Project - Solutions Part 2.mp4

24.3MB

30 Machine Learning with R - K-means Clustering/116 Introduction to K-Means Clustering.mp4

9.57MB

30 Machine Learning with R - K-means Clustering/117 K Means Clustering with R.mp4

22.53MB

31 Machine Learning Project - K-means Clustering/118 Introduction to K Means Clustering Project.mp4

8.81MB

31 Machine Learning Project - K-means Clustering/119 K Means Clustering Project - Solutions Walkthrough.mp4

38.21MB

32 Machine Learning with R - Natural Language Processing/120 Introduction to Natural Language Processing.mp4

8.3MB

32 Machine Learning with R - Natural Language Processing/121 Natural Language Processing with R - Part 1.mp4

12.61MB

32 Machine Learning with R - Natural Language Processing/122 Natural Language Processing with R - Part 2.mp4

42.84MB

33 Machine Learning with R - Neural Nets/123 Introduction to Neural Nets.mp4

12.64MB

33 Machine Learning with R - Neural Nets/124 Neural Nets with R.mp4

54.76MB

34 Machine Learning Project - Neural Nets/125 Introduction to Neural Nets Project.mp4

11.08MB

34 Machine Learning Project - Neural Nets/126 Neural Nets Project - Solutions.mp4

25.52MB

35 Bonus Section - Discounts for Other Courses/127 Bonus Discount Coupons.html

1.62KB

Freetutorials.us.url

119B

[FreeTutorials.us].txt

75B

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