Download Data Analysis [2013, ENG] Torrent

Torrent Contents Size: 949.06 MB

Data Analysis [2013, ENG]

slides

001_courseLogistics.pdf	PDF	81.36 KB
002_gettingHelp.pdf	PDF	855.57 KB
003_whatIsData.pdf	PDF	2.59 MB
004_representingData.pdf	PDF	762.82 KB
005_representingDataR.pdf	PDF	102.53 KB
006_simulationBasics.pdf	PDF	183.6 KB
007_typesOfQuestions.pdf	PDF	1.85 MB
008_sourcesOfDataSets.pdf	PDF	2.5 MB
009_structureOfADataAnalysis1.pdf	PDF	1.61 MB
010_structureOfADataAnalysis2.pdf	PDF	479.01 KB
011_organizingADataAnalysis.pdf	PDF	1.14 MB
012_gettingData1.pdf	PDF	1.27 MB
013_gettingData2.pdf	PDF	342.95 KB
014_dataResources.pdf	PDF	1.93 MB
015_summarizingData.pdf	PDF	432.8 KB
016_dataMungingBasics.pdf	PDF	516.99 KB
017_exploratoryGraphs1.pdf	PDF	709.44 KB
018_exploratoryGraphs2.pdf	PDF	647.79 KB
019_expositoryGraphs.pdf	PDF	1.55 MB
020_hierarchicalClustering.pdf	PDF	678.01 KB
021_kmeansClustering.pdf	PDF	225.15 KB
022_dimensionReduction.pdf	PDF	434.69 KB
023_clusteringExample.pdf	PDF	869.57 KB
024_basicLeastSquares.pdf	PDF	597.11 KB
025_inferenceBasics.pdf	PDF	541.88 KB
026_pValues.pdf	PDF	607.44 KB
027_factorVariables.pdf	PDF	833.68 KB
028_multipleVariables.pdf	PDF	429.4 KB
029_realData.pdf	PDF	1.14 MB
030_multipleFactors.pdf	PDF	478.02 KB
031_binaryOutcomes.pdf	PDF	542.33 KB
032_countOutcomes.pdf	PDF	757.81 KB
033_modelChecking.pdf	PDF	476.21 KB
034_predictionStudyDesign.pdf	PDF	1.29 MB
035_crossValidation.pdf	PDF	219.53 KB
036_predictingRegression.pdf	PDF	1.25 MB
037_predictingTrees.pdf	PDF	473.89 KB
038_smoothing.pdf	PDF	512.2 KB
039_bootstrap.pdf	PDF	559.1 KB
040_bootstrapPrediction.pdf	PDF	286.48 KB
041_combiningPredictors.pdf	PDF	391.2 KB
042_multipleTesting.pdf	PDF	727.26 KB
043_simulationForModelChecking.pdf	PDF	370.96 KB
044_courseWrapUp.pdf	PDF	1.09 MB

subs

001_2 - 1 - The Landscape of Data Analysis (4_02).srt	SRT	5.83 KB
002_2 - 2 - Course Logistics (8_06).srt	SRT	11.54 KB
003_3 - 1 - Course Introduction (4_13).srt	SRT	6.2 KB
004_3 - 2 - Getting Help (12_24).srt	SRT	20.79 KB
005_3 - 3 - What Is Data.srt	SRT	15 KB
006_3 - 4 - Representing Data (18_42).srt	SRT	24.24 KB
007_3 - 5 - Representing Data in R (13_18).srt	SRT	16.52 KB
008_3 - 6 - Simulation Basics (9_57).srt	SRT	12.9 KB
009_3 - 7 - Types of Data Analysis Questions (10_54).srt	SRT	14.99 KB
010_3 - 8 - Sources of Data Sets (7_34).srt	SRT	11.17 KB
011_4 - 1 - Structure of a Data Analysis (Part 1) (12_15).srt	SRT	17.73 KB
012_4 - 2 - Structure of a Data Analysis (Part 2) (16_59).srt	SRT	24.3 KB
013_4 - 3 - Organizing a Data Analysis (16_13).srt	SRT	24.46 KB
014_4 - 4 - Getting Data (Part 1) (21_48).srt	SRT	31.71 KB
015_4 - 5 - Getting Data (Part 2) (22_05).srt	SRT	31.95 KB
016_4 - 6 - Data Resources (7_30).srt	SRT	11.01 KB
017_4 - 7 - Summarizing Data (23_21).srt	SRT	34.21 KB
018_4 - 8 - Data Munging Basics (31_31).srt	SRT	44.54 KB
019_5 - 1 - Example Analysis Assignment (7_47).srt	SRT	10.83 KB
020_5 - 2 - Exploratory Graphs Part 1 (20_27).srt	SRT	30.21 KB
021_5 - 3 - Exploratory Graphs Part 2 (23_19).srt	SRT	33.29 KB
022_5 - 4 - Expository Graphs (15_46).srt	SRT	22.3 KB
023_5 - 5 - Hierarchical Clustering (17_40).srt	SRT	26.74 KB
024_5 - 6 - K-Means Clustering (8_36).srt	SRT	12.76 KB
025_5 - 7 - Dimension Reduction (21_24).srt	SRT	29.8 KB
026_6 - 1 - Clustering Example (18_29).srt	SRT	27.69 KB
027_6 - 2 - Basic Least Squares (11_12).srt	SRT	17.28 KB
028_6 - 3 - Inference Basics (21_22).srt	SRT	29.37 KB
029_6 - 4 - P-values (15_39).srt	SRT	22.22 KB
030_6 - 5 - Regression with Factor Variables (17_06).srt	SRT	23.65 KB
031_6 - 6 - Multiple Variable Regression (10_53).srt	SRT	15.73 KB
032_6 - 7 - Regression in the Real World (20_26).srt	SRT	29.8 KB
033_7 - 1 - ANOVA with multiple factors (12_43).srt	SRT	18.93 KB
034_7 - 2 - Binary outcomes (23_20).srt	SRT	34.51 KB
035_7 - 3 - Count outcomes (16_29).srt	SRT	24.79 KB
036_7 - 4 - Model checking and selection (26_24).srt	SRT	41.81 KB
037_8 - 1 - Prediction study design (21_46).srt	SRT	34.11 KB
038_8 - 2 - Cross-validation (13_59).srt	SRT	21.92 KB
039_8 - 3 - Predicting with regression (17_30).srt	SRT	26.94 KB
040_8 - 4 - Predicting with trees (19_06).srt	SRT	28.05 KB
041_9 - 1 - Smoothing (19_11).srt	SRT	26.01 KB
042_9 - 2 - Bootstrap (19_03).srt	SRT	24.55 KB
043_9 - 3 - Bootstrapping for prediction (19_46).srt	SRT	25.54 KB
044_9 - 4 - Combining predictors (12_58).srt	SRT	17.7 KB

video

001_2 - 1 - The Landscape of Data Analysis (402).mp4	MP4	5.67 MB
002_2 - 2 - Course Logistics (806).mp4	MP4	10.08 MB
003_3 - 1 - Course Introduction (413).mp4	MP4	13.67 MB
004_3 - 2 - Getting Help (1224).mp4	MP4	15.03 MB
005_3 - 3 - What Is Data (1125).mp4	MP4	15.21 MB
006_3 - 4 - Representing Data (1842).mp4	MP4	22.8 MB
007_3 - 5 - Representing Data in R (1318).mp4	MP4	15.38 MB
008_3 - 6 - Simulation Basics (957).mp4	MP4	11.92 MB
009_3 - 7 - Types of Data Analysis Questions (1054).mp4	MP4	14.02 MB
010_3 - 8 - Sources of Data Sets (734).mp4	MP4	8.69 MB
011_4 - 1 - Structure of a Data Analysis (Part 1) (1215).mp4	MP4	14.52 MB
012_4 - 2 - Structure of a Data Analysis (Part 2) (1659).mp4	MP4	19.74 MB
013_4 - 3 - Organizing a Data Analysis (1613).mp4	MP4	17.79 MB
014_4 - 4 - Getting Data (Part 1) (2148).mp4	MP4	25.66 MB
015_4 - 5 - Getting Data (Part 2) (2205).mp4	MP4	25.57 MB
016_4 - 6 - Data Resources (730).mp4	MP4	8.44 MB
017_4 - 7 - Summarizing Data (2321).mp4	MP4	27.02 MB
018_4 - 8 - Data Munging Basics (3131).mp4	MP4	36.58 MB
019_5 - 1 - Example Analysis Assignment (747).mp4	MP4	12.7 MB
020_5 - 2 - Exploratory Graphs Part 1 (2027).mp4	MP4	21.87 MB
021_5 - 3 - Exploratory Graphs Part 2 (2319).mp4	MP4	25.81 MB
022_5 - 4 - Expository Graphs (1546).mp4	MP4	19.03 MB
023_5 - 5 - Hierarchical Clustering (1740).mp4	MP4	20.42 MB
024_5 - 6 - K-Means Clustering (836).mp4	MP4	9.45 MB
025_5 - 7 - Dimension Reduction (2124).mp4	MP4	27.03 MB
026_6 - 1 - Clustering Example (1829).mp4	MP4	21.68 MB
027_6 - 2 - Basic Least Squares (1112).mp4	MP4	13.37 MB
028_6 - 3 - Inference Basics (2122).mp4	MP4	25.4 MB
029_6 - 4 - P-values (1539).mp4	MP4	18.69 MB
030_6 - 5 - Regression with Factor Variables (1706).mp4	MP4	20.85 MB
031_6 - 6 - Multiple Variable Regression (1053).mp4	MP4	13.77 MB
032_6 - 7 - Regression in the Real World (2026).mp4	MP4	24.36 MB
033_7 - 1 - ANOVA with multiple factors (1243).mp4	MP4	14.4 MB
034_7 - 2 - Binary outcomes (2320).mp4	MP4	26.29 MB
035_7 - 3 - Count outcomes (1629).mp4	MP4	19.14 MB
036_7 - 4 - Model checking and selection (2624).mp4	MP4	31.4 MB
037_8 - 1 - Prediction study design (2146).mp4	MP4	26.01 MB
038_8 - 2 - Cross-validation (1359).mp4	MP4	15.62 MB
039_8 - 3 - Predicting with regression (1730).mp4	MP4	21.05 MB
040_8 - 4 - Predicting with trees (1906).mp4	MP4	22.99 MB
041_9 - 1 - Smoothing (1911).mp4	MP4	24.89 MB
042_9 - 2 - Bootstrap (1903).mp4	MP4	25.01 MB
043_9 - 3 - Bootstrapping for prediction (1946).mp4	MP4	26.94 MB
044_9 - 4 - Combining predictors (1258).mp4	MP4	16.24 MB
045_10 - 1 - Multiple testing (2449).mp4	MP4	28.6 MB
046_10 - 2 - Simulation for model checking (1816).mp4	MP4	21.71 MB
047_10 - 3 - Course wrap-up (842).mp4	MP4	10.61 MB

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Data Analysis [2013, ENG]

Torrent Contents Size: 949.06 MB

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