Coursera - Data Analysis (2013)
大小
949.06 MB
文件数
135
Info Hash:
1AFE48DC792B2463B735B1DF68729F5812719FD0
收录时间
2026-01-11 16:15:45
更新时间
2026-01-11 16:15:45
文件列表 (135)
video/018_4 - 8 - Data Munging Basics (3131).mp4
36.58 MB
video/036_7 - 4 - Model checking and selection (2624).mp4
31.4 MB
video/045_10 - 1 - Multiple testing (2449).mp4
28.6 MB
video/025_5 - 7 - Dimension Reduction (2124).mp4
27.03 MB
video/017_4 - 7 - Summarizing Data (2321).mp4
27.02 MB
video/043_9 - 3 - Bootstrapping for prediction (1946).mp4
26.94 MB
video/034_7 - 2 - Binary outcomes (2320).mp4
26.29 MB
video/037_8 - 1 - Prediction study design (2146).mp4
26.01 MB
video/021_5 - 3 - Exploratory Graphs Part 2 (2319).mp4
25.81 MB
video/014_4 - 4 - Getting Data (Part 1) (2148).mp4
25.66 MB
video/015_4 - 5 - Getting Data (Part 2) (2205).mp4
25.57 MB
video/028_6 - 3 - Inference Basics (2122).mp4
25.4 MB
video/042_9 - 2 - Bootstrap (1903).mp4
25.01 MB
video/041_9 - 1 - Smoothing (1911).mp4
24.89 MB
video/032_6 - 7 - Regression in the Real World (2026).mp4
24.36 MB
video/040_8 - 4 - Predicting with trees (1906).mp4
22.99 MB
video/006_3 - 4 - Representing Data (1842).mp4
22.8 MB
video/020_5 - 2 - Exploratory Graphs Part 1 (2027).mp4
21.87 MB
video/046_10 - 2 - Simulation for model checking (1816).mp4
21.71 MB
video/026_6 - 1 - Clustering Example (1829).mp4
21.68 MB
video/039_8 - 3 - Predicting with regression (1730).mp4
21.05 MB
video/030_6 - 5 - Regression with Factor Variables (1706).mp4
20.85 MB
video/023_5 - 5 - Hierarchical Clustering (1740).mp4
20.42 MB
video/012_4 - 2 - Structure of a Data Analysis (Part 2) (1659).mp4
19.74 MB
video/035_7 - 3 - Count outcomes (1629).mp4
19.14 MB
video/022_5 - 4 - Expository Graphs (1546).mp4
19.03 MB
video/029_6 - 4 - P-values (1539).mp4
18.69 MB
video/013_4 - 3 - Organizing a Data Analysis (1613).mp4
17.79 MB
video/044_9 - 4 - Combining predictors (1258).mp4
16.24 MB
video/038_8 - 2 - Cross-validation (1359).mp4
15.62 MB
video/007_3 - 5 - Representing Data in R (1318).mp4
15.38 MB
video/005_3 - 3 - What Is Data (1125).mp4
15.21 MB
video/004_3 - 2 - Getting Help (1224).mp4
15.03 MB
video/011_4 - 1 - Structure of a Data Analysis (Part 1) (1215).mp4
14.52 MB
video/033_7 - 1 - ANOVA with multiple factors (1243).mp4
14.4 MB
video/009_3 - 7 - Types of Data Analysis Questions (1054).mp4
14.02 MB
video/031_6 - 6 - Multiple Variable Regression (1053).mp4
13.77 MB
video/003_3 - 1 - Course Introduction (413).mp4
13.67 MB
video/027_6 - 2 - Basic Least Squares (1112).mp4
13.37 MB
video/019_5 - 1 - Example Analysis Assignment (747).mp4
12.7 MB
video/008_3 - 6 - Simulation Basics (957).mp4
11.92 MB
video/047_10 - 3 - Course wrap-up (842).mp4
10.61 MB
video/002_2 - 2 - Course Logistics (806).mp4
10.08 MB
video/024_5 - 6 - K-Means Clustering (836).mp4
9.45 MB
video/010_3 - 8 - Sources of Data Sets (734).mp4
8.69 MB
video/016_4 - 6 - Data Resources (730).mp4
8.44 MB
video/001_2 - 1 - The Landscape of Data Analysis (402).mp4
5.67 MB
slides/003_whatIsData.pdf
2.59 MB
slides/008_sourcesOfDataSets.pdf
2.5 MB
slides/014_dataResources.pdf
1.93 MB
slides/007_typesOfQuestions.pdf
1.85 MB
slides/009_structureOfADataAnalysis1.pdf
1.61 MB
slides/019_expositoryGraphs.pdf
1.55 MB
slides/034_predictionStudyDesign.pdf
1.29 MB
slides/012_gettingData1.pdf
1.27 MB
slides/036_predictingRegression.pdf
1.25 MB
slides/011_organizingADataAnalysis.pdf
1.14 MB
slides/029_realData.pdf
1.14 MB
slides/044_courseWrapUp.pdf
1.09 MB
slides/023_clusteringExample.pdf
869.57 KB
slides/002_gettingHelp.pdf
855.57 KB
slides/027_factorVariables.pdf
833.68 KB
slides/004_representingData.pdf
762.82 KB
slides/032_countOutcomes.pdf
757.81 KB
slides/042_multipleTesting.pdf
727.26 KB
slides/017_exploratoryGraphs1.pdf
709.44 KB
slides/020_hierarchicalClustering.pdf
678.01 KB
slides/018_exploratoryGraphs2.pdf
647.79 KB
slides/026_pValues.pdf
607.44 KB
slides/024_basicLeastSquares.pdf
597.11 KB
slides/039_bootstrap.pdf
559.1 KB
slides/031_binaryOutcomes.pdf
542.33 KB
slides/025_inferenceBasics.pdf
541.88 KB
slides/016_dataMungingBasics.pdf
516.99 KB
slides/038_smoothing.pdf
512.2 KB
slides/010_structureOfADataAnalysis2.pdf
479.01 KB
slides/030_multipleFactors.pdf
478.02 KB
slides/033_modelChecking.pdf
476.21 KB
slides/037_predictingTrees.pdf
473.89 KB
slides/022_dimensionReduction.pdf
434.69 KB
slides/015_summarizingData.pdf
432.8 KB
slides/028_multipleVariables.pdf
429.4 KB
slides/041_combiningPredictors.pdf
391.2 KB
slides/043_simulationForModelChecking.pdf
370.96 KB
slides/013_gettingData2.pdf
342.95 KB
slides/040_bootstrapPrediction.pdf
286.48 KB
slides/021_kmeansClustering.pdf
225.15 KB
slides/035_crossValidation.pdf
219.53 KB
slides/006_simulationBasics.pdf
183.6 KB
slides/005_representingDataR.pdf
102.53 KB
slides/001_courseLogistics.pdf
81.36 KB
subs/018_4 - 8 - Data Munging Basics (31_31).srt
44.54 KB
subs/036_7 - 4 - Model checking and selection (26_24).srt
41.81 KB
subs/034_7 - 2 - Binary outcomes (23_20).srt
34.51 KB
subs/017_4 - 7 - Summarizing Data (23_21).srt
34.21 KB
subs/037_8 - 1 - Prediction study design (21_46).srt
34.11 KB
subs/021_5 - 3 - Exploratory Graphs Part 2 (23_19).srt
33.29 KB
subs/015_4 - 5 - Getting Data (Part 2) (22_05).srt
31.95 KB
subs/014_4 - 4 - Getting Data (Part 1) (21_48).srt
31.71 KB
subs/020_5 - 2 - Exploratory Graphs Part 1 (20_27).srt
30.21 KB
subs/025_5 - 7 - Dimension Reduction (21_24).srt
29.8 KB
subs/032_6 - 7 - Regression in the Real World (20_26).srt
29.8 KB
subs/028_6 - 3 - Inference Basics (21_22).srt
29.37 KB
subs/040_8 - 4 - Predicting with trees (19_06).srt
28.05 KB
subs/026_6 - 1 - Clustering Example (18_29).srt
27.69 KB
subs/039_8 - 3 - Predicting with regression (17_30).srt
26.94 KB
subs/023_5 - 5 - Hierarchical Clustering (17_40).srt
26.74 KB
subs/041_9 - 1 - Smoothing (19_11).srt
26.01 KB
subs/043_9 - 3 - Bootstrapping for prediction (19_46).srt
25.54 KB
subs/035_7 - 3 - Count outcomes (16_29).srt
24.79 KB
subs/042_9 - 2 - Bootstrap (19_03).srt
24.55 KB
subs/013_4 - 3 - Organizing a Data Analysis (16_13).srt
24.46 KB
subs/012_4 - 2 - Structure of a Data Analysis (Part 2) (16_59).srt
24.3 KB
subs/006_3 - 4 - Representing Data (18_42).srt
24.24 KB
subs/030_6 - 5 - Regression with Factor Variables (17_06).srt
23.65 KB
subs/022_5 - 4 - Expository Graphs (15_46).srt
22.3 KB
subs/029_6 - 4 - P-values (15_39).srt
22.22 KB
subs/038_8 - 2 - Cross-validation (13_59).srt
21.92 KB
subs/004_3 - 2 - Getting Help (12_24).srt
20.79 KB
subs/033_7 - 1 - ANOVA with multiple factors (12_43).srt
18.93 KB
subs/011_4 - 1 - Structure of a Data Analysis (Part 1) (12_15).srt
17.73 KB
subs/044_9 - 4 - Combining predictors (12_58).srt
17.7 KB
subs/027_6 - 2 - Basic Least Squares (11_12).srt
17.28 KB
subs/007_3 - 5 - Representing Data in R (13_18).srt
16.52 KB
subs/031_6 - 6 - Multiple Variable Regression (10_53).srt
15.73 KB
subs/005_3 - 3 - What Is Data.srt
15 KB
subs/009_3 - 7 - Types of Data Analysis Questions (10_54).srt
14.99 KB
subs/008_3 - 6 - Simulation Basics (9_57).srt
12.9 KB
subs/024_5 - 6 - K-Means Clustering (8_36).srt
12.76 KB
subs/002_2 - 2 - Course Logistics (8_06).srt
11.54 KB
subs/010_3 - 8 - Sources of Data Sets (7_34).srt
11.17 KB
subs/016_4 - 6 - Data Resources (7_30).srt
11.01 KB
subs/019_5 - 1 - Example Analysis Assignment (7_47).srt
10.83 KB
subs/003_3 - 1 - Course Introduction (4_13).srt
6.2 KB
subs/001_2 - 1 - The Landscape of Data Analysis (4_02).srt
5.83 KB