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video/014_4 - 4 - Getting Data (Part 1) (2148).mp4
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video/015_4 - 5 - Getting Data (Part 2) (2205).mp4
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video/028_6 - 3 - Inference Basics (2122).mp4
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video/042_9 - 2 - Bootstrap (1903).mp4
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video/041_9 - 1 - Smoothing (1911).mp4
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video/032_6 - 7 - Regression in the Real World (2026).mp4
24.36MB
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video/040_8 - 4 - Predicting with trees (1906).mp4
22.99MB
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video/006_3 - 4 - Representing Data (1842).mp4
22.8MB
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video/020_5 - 2 - Exploratory Graphs Part 1 (2027).mp4
21.87MB
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video/046_10 - 2 - Simulation for model checking (1816).mp4
21.71MB
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video/026_6 - 1 - Clustering Example (1829).mp4
21.68MB
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video/039_8 - 3 - Predicting with regression (1730).mp4
21.05MB
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video/030_6 - 5 - Regression with Factor Variables (1706).mp4
20.85MB
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video/023_5 - 5 - Hierarchical Clustering (1740).mp4
20.42MB
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video/012_4 - 2 - Structure of a Data Analysis (Part 2) (1659).mp4
19.74MB
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video/035_7 - 3 - Count outcomes (1629).mp4
19.14MB
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video/022_5 - 4 - Expository Graphs (1546).mp4
19.03MB
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video/029_6 - 4 - P-values (1539).mp4
18.69MB
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video/013_4 - 3 - Organizing a Data Analysis (1613).mp4
17.79MB
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video/044_9 - 4 - Combining predictors (1258).mp4
16.24MB
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video/038_8 - 2 - Cross-validation (1359).mp4
15.62MB
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video/007_3 - 5 - Representing Data in R (1318).mp4
15.38MB
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video/005_3 - 3 - What Is Data (1125).mp4
15.21MB
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video/004_3 - 2 - Getting Help (1224).mp4
15.03MB
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video/011_4 - 1 - Structure of a Data Analysis (Part 1) (1215).mp4
14.52MB
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video/033_7 - 1 - ANOVA with multiple factors (1243).mp4
14.4MB
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video/009_3 - 7 - Types of Data Analysis Questions (1054).mp4
14.02MB
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video/031_6 - 6 - Multiple Variable Regression (1053).mp4
13.77MB
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video/003_3 - 1 - Course Introduction (413).mp4
13.67MB
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video/027_6 - 2 - Basic Least Squares (1112).mp4
13.37MB
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video/019_5 - 1 - Example Analysis Assignment (747).mp4
12.7MB
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video/008_3 - 6 - Simulation Basics (957).mp4
11.92MB
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video/047_10 - 3 - Course wrap-up (842).mp4
10.61MB
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video/002_2 - 2 - Course Logistics (806).mp4
10.08MB
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video/024_5 - 6 - K-Means Clustering (836).mp4
9.45MB
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video/010_3 - 8 - Sources of Data Sets (734).mp4
8.69MB
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video/016_4 - 6 - Data Resources (730).mp4
8.44MB
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video/001_2 - 1 - The Landscape of Data Analysis (402).mp4
5.67MB
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slides/003_whatIsData.pdf
2.59MB
slides/008_sourcesOfDataSets.pdf
2.5MB
slides/014_dataResources.pdf
1.93MB
slides/007_typesOfQuestions.pdf
1.85MB
slides/009_structureOfADataAnalysis1.pdf
1.61MB
slides/019_expositoryGraphs.pdf
1.55MB
slides/034_predictionStudyDesign.pdf
1.29MB
slides/012_gettingData1.pdf
1.27MB
slides/036_predictingRegression.pdf
1.25MB
slides/011_organizingADataAnalysis.pdf
1.14MB
slides/029_realData.pdf
1.14MB
slides/044_courseWrapUp.pdf
1.09MB
slides/023_clusteringExample.pdf
869.57KB
slides/002_gettingHelp.pdf
855.57KB
slides/027_factorVariables.pdf
833.68KB
slides/004_representingData.pdf
762.82KB
slides/032_countOutcomes.pdf
757.81KB
slides/042_multipleTesting.pdf
727.26KB
slides/017_exploratoryGraphs1.pdf
709.44KB
slides/020_hierarchicalClustering.pdf
678.01KB
slides/018_exploratoryGraphs2.pdf
647.79KB
slides/026_pValues.pdf
607.44KB
slides/024_basicLeastSquares.pdf
597.11KB
slides/039_bootstrap.pdf
559.1KB
slides/031_binaryOutcomes.pdf
542.33KB
slides/025_inferenceBasics.pdf
541.88KB
slides/016_dataMungingBasics.pdf
516.99KB
slides/038_smoothing.pdf
512.2KB
slides/010_structureOfADataAnalysis2.pdf
479.01KB
slides/030_multipleFactors.pdf
478.02KB
slides/033_modelChecking.pdf
476.21KB
slides/037_predictingTrees.pdf
473.89KB
slides/022_dimensionReduction.pdf
434.69KB
slides/015_summarizingData.pdf
432.8KB
slides/028_multipleVariables.pdf
429.4KB
slides/041_combiningPredictors.pdf
391.2KB
slides/043_simulationForModelChecking.pdf
370.96KB
slides/013_gettingData2.pdf
342.95KB
slides/040_bootstrapPrediction.pdf
286.48KB
slides/021_kmeansClustering.pdf
225.15KB
slides/035_crossValidation.pdf
219.53KB
slides/006_simulationBasics.pdf
183.6KB
slides/005_representingDataR.pdf
102.53KB
slides/001_courseLogistics.pdf
81.36KB
subs/018_4 - 8 - Data Munging Basics (31_31).srt
44.54KB
subs/036_7 - 4 - Model checking and selection (26_24).srt
41.81KB
subs/034_7 - 2 - Binary outcomes (23_20).srt
34.51KB
subs/017_4 - 7 - Summarizing Data (23_21).srt
34.21KB
subs/037_8 - 1 - Prediction study design (21_46).srt
34.11KB
subs/021_5 - 3 - Exploratory Graphs Part 2 (23_19).srt
33.29KB
subs/015_4 - 5 - Getting Data (Part 2) (22_05).srt
31.95KB
subs/014_4 - 4 - Getting Data (Part 1) (21_48).srt
31.71KB
subs/020_5 - 2 - Exploratory Graphs Part 1 (20_27).srt
30.21KB
subs/025_5 - 7 - Dimension Reduction (21_24).srt
29.8KB
subs/032_6 - 7 - Regression in the Real World (20_26).srt
29.8KB
subs/028_6 - 3 - Inference Basics (21_22).srt
29.37KB
subs/040_8 - 4 - Predicting with trees (19_06).srt
28.05KB
subs/026_6 - 1 - Clustering Example (18_29).srt
27.69KB
subs/039_8 - 3 - Predicting with regression (17_30).srt
26.94KB
subs/023_5 - 5 - Hierarchical Clustering (17_40).srt
26.74KB
subs/041_9 - 1 - Smoothing (19_11).srt
26.01KB
subs/043_9 - 3 - Bootstrapping for prediction (19_46).srt
25.54KB
subs/035_7 - 3 - Count outcomes (16_29).srt
24.79KB
subs/042_9 - 2 - Bootstrap (19_03).srt
24.55KB
subs/013_4 - 3 - Organizing a Data Analysis (16_13).srt
24.46KB
subs/012_4 - 2 - Structure of a Data Analysis (Part 2) (16_59).srt
24.3KB
subs/006_3 - 4 - Representing Data (18_42).srt
24.24KB
subs/030_6 - 5 - Regression with Factor Variables (17_06).srt
23.65KB
subs/022_5 - 4 - Expository Graphs (15_46).srt
22.3KB
subs/029_6 - 4 - P-values (15_39).srt
22.22KB
subs/038_8 - 2 - Cross-validation (13_59).srt
21.92KB
subs/004_3 - 2 - Getting Help (12_24).srt
20.79KB
subs/033_7 - 1 - ANOVA with multiple factors (12_43).srt
18.93KB
subs/011_4 - 1 - Structure of a Data Analysis (Part 1) (12_15).srt
17.73KB
subs/044_9 - 4 - Combining predictors (12_58).srt
17.7KB
subs/027_6 - 2 - Basic Least Squares (11_12).srt
17.28KB
subs/007_3 - 5 - Representing Data in R (13_18).srt
16.52KB
subs/031_6 - 6 - Multiple Variable Regression (10_53).srt
15.73KB
subs/005_3 - 3 - What Is Data.srt
15KB
subs/009_3 - 7 - Types of Data Analysis Questions (10_54).srt
14.99KB
subs/008_3 - 6 - Simulation Basics (9_57).srt
12.9KB
subs/024_5 - 6 - K-Means Clustering (8_36).srt
12.76KB
subs/002_2 - 2 - Course Logistics (8_06).srt
11.54KB
subs/010_3 - 8 - Sources of Data Sets (7_34).srt
11.17KB
subs/016_4 - 6 - Data Resources (7_30).srt
11.01KB
subs/019_5 - 1 - Example Analysis Assignment (7_47).srt
10.83KB
subs/003_3 - 1 - Course Introduction (4_13).srt
6.2KB
subs/001_2 - 1 - The Landscape of Data Analysis (4_02).srt
5.83KB
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