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

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1. The Data Scientist's Toolbox/Course Project/Captura de tela de 2015-03-02 15:24:34.png 106.71 KB
1. The Data Scientist's Toolbox/Week 01/01_01_seriesMotivation.pdf 1.92 MB
1. The Data Scientist's Toolbox/Week 01/01_01a_toolBoxOverview.pdf 2.03 MB
1. The Data Scientist's Toolbox/Week 01/01_02_gettingHelp.pdf 923.59 KB
1. The Data Scientist's Toolbox/Week 01/01_03_findingAnswers.pdf 599.93 KB
1. The Data Scientist's Toolbox/Week 01/01_04_RProgramming.pdf 542.02 KB
1. The Data Scientist's Toolbox/Week 01/01_05_gettingData.pdf 462.36 KB
1. The Data Scientist's Toolbox/Week 01/01_06_exploratoryAnalysis.pdf 382.06 KB
1. The Data Scientist's Toolbox/Week 01/01_07_reproducibleResearch.pdf 265.52 KB
1. The Data Scientist's Toolbox/Week 01/01_08_statisticalInference.pdf 435.98 KB
1. The Data Scientist's Toolbox/Week 01/01_09_regressionModels.pdf 605.63 KB
1. The Data Scientist's Toolbox/Week 01/01_10_practicalMachineLearning.pdf 630.16 KB
1. The Data Scientist's Toolbox/Week 01/01_11_buildingDataProducts.pdf 1021.88 KB
1. The Data Scientist's Toolbox/Week 01/1 - 1 - Series Motivation (12_03).mp4 9.60 MB
1. The Data Scientist's Toolbox/Week 01/1 - 1 - Series Motivation (12_03).srt 21.54 KB
1. The Data Scientist's Toolbox/Week 01/1 - 10 - Regression Models Overview (1_46).mp4 1.50 MB
1. The Data Scientist's Toolbox/Week 01/1 - 10 - Regression Models Overview (1_46).srt 3.09 KB
1. The Data Scientist's Toolbox/Week 01/1 - 11 - Practical Machine Learning Overview (1_31).mp4 1.27 MB
1. The Data Scientist's Toolbox/Week 01/1 - 11 - Practical Machine Learning Overview (1_31).srt 2.61 KB
1. The Data Scientist's Toolbox/Week 01/1 - 12 - Building Data Products Overview (1_19).mp4 1.16 MB
1. The Data Scientist's Toolbox/Week 01/1 - 12 - Building Data Products Overview (1_19).srt 2.42 KB
1. The Data Scientist's Toolbox/Week 01/1 - 13 - Installing R on Windows (3_20) {Roger Peng}.mp4 5.12 MB
1. The Data Scientist's Toolbox/Week 01/1 - 13 - Installing R on Windows (3_20) {Roger Peng}.srt 5.87 KB
1. The Data Scientist's Toolbox/Week 01/1 - 14 - Install R on a Mac (2_02) {Roger Peng}.mp4 3.98 MB
1. The Data Scientist's Toolbox/Week 01/1 - 14 - Install R on a Mac (2_02) {Roger Peng}.srt 3.38 KB
1. The Data Scientist's Toolbox/Week 01/1 - 15 - Installing Rstudio (1_36) {Roger Peng}.mp4 2.61 MB
1. The Data Scientist's Toolbox/Week 01/1 - 15 - Installing Rstudio (1_36) {Roger Peng}.srt 2.53 KB
1. The Data Scientist's Toolbox/Week 01/1 - 2 - The Data Scientist_'s Toolbox (5_09).mp4 4.41 MB
1. The Data Scientist's Toolbox/Week 01/1 - 2 - The Data Scientist_'s Toolbox (5_09).srt 8.89 KB
1. The Data Scientist's Toolbox/Week 01/1 - 3 - Getting Help (8_52).mp4 6.71 MB
1. The Data Scientist's Toolbox/Week 01/1 - 3 - Getting Help (8_52).srt 15.20 KB
1. The Data Scientist's Toolbox/Week 01/1 - 4 - Finding Answers (4_35).mp4 3.82 MB
1. The Data Scientist's Toolbox/Week 01/1 - 4 - Finding Answers (4_35).srt 8.09 KB
1. The Data Scientist's Toolbox/Week 01/1 - 5 - R Programming Overview (2_12).mp4 1.73 MB
1. The Data Scientist's Toolbox/Week 01/1 - 5 - R Programming Overview (2_12).srt 3.92 KB
1. The Data Scientist's Toolbox/Week 01/1 - 6 - Getting Data Overview (1_34).mp4 1.22 MB
1. The Data Scientist's Toolbox/Week 01/1 - 6 - Getting Data Overview (1_34).srt 2.75 KB
1. The Data Scientist's Toolbox/Week 01/1 - 7 - Exploratory Data Analysis Overview (1_21).mp4 1.07 MB
1. The Data Scientist's Toolbox/Week 01/1 - 7 - Exploratory Data Analysis Overview (1_21).srt 2.43 KB
1. The Data Scientist's Toolbox/Week 01/1 - 8 - Reproducible Research Overview (1_27).mp4 1.06 MB
1. The Data Scientist's Toolbox/Week 01/1 - 8 - Reproducible Research Overview (1_27).srt 2.45 KB
1. The Data Scientist's Toolbox/Week 01/1 - 9 - Statistical Inference Overview (1_06).mp4 891.93 KB
1. The Data Scientist's Toolbox/Week 01/1 - 9 - Statistical Inference Overview (1_06).srt 1.68 KB
1. The Data Scientist's Toolbox/Week 01/Quiz.odt 35.37 KB
1. The Data Scientist's Toolbox/Week 02/02_03_commandLineInterface.pdf 2.58 MB
1. The Data Scientist's Toolbox/Week 02/02_04_git.pdf 1.49 MB
1. The Data Scientist's Toolbox/Week 02/02_05_github.pdf 822.93 KB
1. The Data Scientist's Toolbox/Week 02/02_06_creatingRepos.pdf 1.09 MB
1. The Data Scientist's Toolbox/Week 02/02_07_basicGitCommands.pdf 686.35 KB
1. The Data Scientist's Toolbox/Week 02/02_08_basicMarkdown.pdf 257.30 KB
1. The Data Scientist's Toolbox/Week 02/02_09_installingRPackages.pdf 1.59 MB
1. The Data Scientist's Toolbox/Week 02/02_10_rtools.pdf 1.80 MB
1. The Data Scientist's Toolbox/Week 02/2 - 2 - Command Line Interface (16_04).mp4 12.37 MB
1. The Data Scientist's Toolbox/Week 02/2 - 2 - Command Line Interface (16_04).srt 23.46 KB
1. The Data Scientist's Toolbox/Week 02/2 - 3 - Introduction to Git (4_49).mp4 6.16 MB
1. The Data Scientist's Toolbox/Week 02/2 - 3 - Introduction to Git (4_49).srt 7.61 KB
1. The Data Scientist's Toolbox/Week 02/2 - 4 - Introduction to Github (3_53).mp4 3.18 MB
1. The Data Scientist's Toolbox/Week 02/2 - 4 - Introduction to Github (3_53).srt 6.48 KB
1. The Data Scientist's Toolbox/Week 02/2 - 5 - Creating a Github Repository (5_51).mp4 4.84 MB
1. The Data Scientist's Toolbox/Week 02/2 - 5 - Creating a Github Repository (5_51).srt 8.72 KB
1. The Data Scientist's Toolbox/Week 02/2 - 6 - Basic Git Commands (5_52).mp4 4.43 MB
1. The Data Scientist's Toolbox/Week 02/2 - 6 - Basic Git Commands (5_52).srt 10.29 KB
1. The Data Scientist's Toolbox/Week 02/2 - 7 - Basic Markdown (2_22).mp4 1.76 MB
1. The Data Scientist's Toolbox/Week 02/2 - 7 - Basic Markdown (2_22).srt 3.77 KB
1. The Data Scientist's Toolbox/Week 02/2 - 8 - Installing R Packages (5_37).mp4 4.80 MB
1. The Data Scientist's Toolbox/Week 02/2 - 8 - Installing R Packages (5_37).srt 8.67 KB
1. The Data Scientist's Toolbox/Week 02/2 - 9 - Installing Rtools (2_29).mp4 2.18 MB
1. The Data Scientist's Toolbox/Week 02/2 - 9 - Installing Rtools (2_29).srt 4.05 KB
1. The Data Scientist's Toolbox/Week 02/Quiz.odt 45.78 KB
1. The Data Scientist's Toolbox/Week 03/03_01_typesOfQuestions.pdf 2.24 MB
1. The Data Scientist's Toolbox/Week 03/03_02_whatIsData.pdf 1.71 MB
1. The Data Scientist's Toolbox/Week 03/03_03_whatAboutBigData.pdf 2.03 MB
1. The Data Scientist's Toolbox/Week 03/03_04_experimentalDesign.pdf 3.72 MB
1. The Data Scientist's Toolbox/Week 03/3 - 1 - Types of Questions (9_09).mp4 7.67 MB
1. The Data Scientist's Toolbox/Week 03/3 - 1 - Types of Questions (9_09).srt 15.52 KB
1. The Data Scientist's Toolbox/Week 03/3 - 2 - What is Data_ (5_15).mp4 4.68 MB
1. The Data Scientist's Toolbox/Week 03/3 - 2 - What is Data_ (5_15).srt 9.10 KB
1. The Data Scientist's Toolbox/Week 03/3 - 3 - What About Big Data_ (4_15).mp4 3.82 MB
1. The Data Scientist's Toolbox/Week 03/3 - 3 - What About Big Data_ (4_15).srt 6.68 KB
1. The Data Scientist's Toolbox/Week 03/3 - 4 - Experimental Design (15_59).mp4 13.28 MB
1. The Data Scientist's Toolbox/Week 03/3 - 4 - Experimental Design (15_59).srt 27.05 KB
1. The Data Scientist's Toolbox/Week 03/Quiz.odt 118.53 KB
2. R Programming/01 - Background Material/01 - Installing R on Windows/1 - 1 - Installing R on Windows.mp4 5.14 MB
2. R Programming/01 - Background Material/01 - Installing R on Windows/1 - 1 - Installing R on Windows.srt 5.72 KB
2. R Programming/01 - Background Material/01 - Installing R on Windows/1 - 1 - Installing R on Windows.txt 3.51 KB
2. R Programming/01 - Background Material/02 - Installing R on a Mac/1 - 2 - Installing R on a Mac.mp4 4.02 MB
2. R Programming/01 - Background Material/02 - Installing R on a Mac/1 - 2 - Installing R on a Mac.srt 3.09 KB
2. R Programming/01 - Background Material/02 - Installing R on a Mac/1 - 2 - Installing R on a Mac.txt 1.84 KB
2. R Programming/01 - Background Material/03 - Installing R Studio (Mac)/1 - 3 - Installing R Studio (Mac).mp4 2.61 MB
2. R Programming/01 - Background Material/03 - Installing R Studio (Mac)/1 - 3 - Installing R Studio (Mac).srt 2.43 KB
2. R Programming/01 - Background Material/03 - Installing R Studio (Mac)/1 - 3 - Installing R Studio (Mac).txt 1.47 KB
2. R Programming/01 - Background Material/04 - Writing Code Setting Your Working Directory (Windows)/1 - 4 - Writing Code Setting Your Working Directory (Windows).mp4 8.87 MB
2. R Programming/01 - Background Material/04 - Writing Code Setting Your Working Directory (Windows)/1 - 4 - Writing Code Setting Your Working Directory (Windows).srt 11.25 KB
2. R Programming/01 - Background Material/04 - Writing Code Setting Your Working Directory (Windows)/1 - 4 - Writing Code Setting Your Working Directory (Windows).txt 6.84 KB
2. R Programming/01 - Background Material/05 - Writing Code Setting Your Working Directory (Mac)/1 - 5 - Writing Code Setting Your Working Directory (Mac).mp4 11.21 MB
2. R Programming/01 - Background Material/05 - Writing Code Setting Your Working Directory (Mac)/1 - 5 - Writing Code Setting Your Working Directory (Mac).srt 11.58 KB
2. R Programming/01 - Background Material/05 - Writing Code Setting Your Working Directory (Mac)/1 - 5 - Writing Code Setting Your Working Directory (Mac).txt 7.21 KB
2. R Programming/01 - Background Material/06 - Use R version 3.1.1/1 - 6 - Use R version 3.1.1.mp4 2.51 MB
2. R Programming/01 - Background Material/06 - Use R version 3.1.1/1 - 6 - Use R version 3.1.1.srt 1.33 KB
2. R Programming/01 - Background Material/06 - Use R version 3.1.1/1 - 6 - Use R version 3.1.1.txt 867 B
2. R Programming/02 - Week 1/01 - Introduction/2 - 1 - Introduction.mp4 4.09 MB
2. R Programming/02 - Week 1/01 - Introduction/2 - 1 - Introduction.srt 2.45 KB
2. R Programming/02 - Week 1/01 - Introduction/2 - 1 - Introduction.txt 1.53 KB
2. R Programming/02 - Week 1/02 - Overview and History of R [1607]/2 - 2 - Overview and History of R [1607].mp4 11.59 MB
2. R Programming/02 - Week 1/02 - Overview and History of R [1607]/2 - 2 - Overview and History of R [1607].srt 27.29 KB
2. R Programming/02 - Week 1/02 - Overview and History of R [1607]/2 - 2 - Overview and History of R [1607].txt 16.70 KB
2. R Programming/02 - Week 1/02 - Overview and History of R [1607]/index.html 14.21 KB
2. R Programming/02 - Week 1/02 - Overview and History of R [1607]/OverviewHistoryR.pdf 101.25 KB
2. R Programming/02 - Week 1/03 - Getting Help [1353]/2 - 3 - Getting Help [1353].mp4 9.16 MB
2. R Programming/02 - Week 1/03 - Getting Help [1353]/2 - 3 - Getting Help [1353].srt 24.43 KB
2. R Programming/02 - Week 1/03 - Getting Help [1353]/2 - 3 - Getting Help [1353].txt 15.13 KB
2. R Programming/02 - Week 1/03 - Getting Help [1353]/help.pdf 306.58 KB
2. R Programming/02 - Week 1/04 - R Console Input and Evaluation [446]/2 - 4 - R Console Input and Evaluation [446].mp4 5.34 MB
2. R Programming/02 - Week 1/04 - R Console Input and Evaluation [446]/2 - 4 - R Console Input and Evaluation [446].srt 7.48 KB
2. R Programming/02 - Week 1/04 - R Console Input and Evaluation [446]/2 - 4 - R Console Input and Evaluation [446].txt 4.67 KB
2. R Programming/02 - Week 1/04 - R Console Input and Evaluation [446]/input_eval.pdf 33.92 KB
2. R Programming/02 - Week 1/05 - Data Types - R Objects and Attributes [443]/2 - 5 - Data Types - R Objects and Attributes [443].mp4 5.39 MB
2. R Programming/02 - Week 1/05 - Data Types - R Objects and Attributes [443]/2 - 5 - Data Types - R Objects and Attributes [443].srt 7.45 KB
2. R Programming/02 - Week 1/05 - Data Types - R Objects and Attributes [443]/2 - 5 - Data Types - R Objects and Attributes [443].txt 4.74 KB
2. R Programming/02 - Week 1/05 - Data Types - R Objects and Attributes [443]/objects_attributes.pdf 37.86 KB
2. R Programming/02 - Week 1/06 - Data Types - Vectors and Lists [627]/2 - 6 - Data Types - Vectors and Lists [627].mp4 7.17 MB
2. R Programming/02 - Week 1/06 - Data Types - Vectors and Lists [627]/2 - 6 - Data Types - Vectors and Lists [627].srt 9.53 KB
2. R Programming/02 - Week 1/06 - Data Types - Vectors and Lists [627]/2 - 6 - Data Types - Vectors and Lists [627].txt 6.25 KB
2. R Programming/02 - Week 1/06 - Data Types - Vectors and Lists [627]/vectors_listsx.pdf 58.47 KB
2. R Programming/02 - Week 1/07 - Data Types - Matrices [324]/2 - 7 - Data Types - Matrices [324].mp4 3.75 MB
2. R Programming/02 - Week 1/07 - Data Types - Matrices [324]/2 - 7 - Data Types - Matrices [324].srt 5.40 KB
2. R Programming/02 - Week 1/07 - Data Types - Matrices [324]/2 - 7 - Data Types - Matrices [324].txt 3.39 KB
2. R Programming/02 - Week 1/07 - Data Types - Matrices [324]/matrices.pdf 42.33 KB
2. R Programming/02 - Week 1/08 - Data Types - Factors [431]/2 - 8 - Data Types - Factors [431].mp4 5.07 MB
2. R Programming/02 - Week 1/08 - Data Types - Factors [431]/2 - 8 - Data Types - Factors [431].srt 6.98 KB
2. R Programming/02 - Week 1/08 - Data Types - Factors [431]/2 - 8 - Data Types - Factors [431].txt 4.44 KB
2. R Programming/02 - Week 1/08 - Data Types - Factors [431]/factors.pdf 39.19 KB
2. R Programming/02 - Week 1/09 - Data Types - Missing Values [210]/2 - 9 - Data Types - Missing Values [210].mp4 2.42 MB
2. R Programming/02 - Week 1/09 - Data Types - Missing Values [210]/2 - 9 - Data Types - Missing Values [210].srt 3.36 KB
2. R Programming/02 - Week 1/09 - Data Types - Missing Values [210]/2 - 9 - Data Types - Missing Values [210].txt 2.04 KB
2. R Programming/02 - Week 1/09 - Data Types - Missing Values [210]/missing_values.pdf 31.54 KB
2. R Programming/02 - Week 1/10 - Data Types - Data Frames [244]/2 - 10 - Data Types - Data Frames [244].mp4 3.18 MB
2. R Programming/02 - Week 1/10 - Data Types - Data Frames [244]/2 - 10 - Data Types - Data Frames [244].srt 4.17 KB
2. R Programming/02 - Week 1/10 - Data Types - Data Frames [244]/2 - 10 - Data Types - Data Frames [244].txt 2.72 KB
2. R Programming/02 - Week 1/10 - Data Types - Data Frames [244]/dataframes.pdf 34.33 KB
2. R Programming/02 - Week 1/11 - Data Types - Names Attribute [149]/2 - 11 - Data Types - Names Attribute [149].mp4 1.98 MB
2. R Programming/02 - Week 1/11 - Data Types - Names Attribute [149]/2 - 11 - Data Types - Names Attribute [149].srt 2.77 KB
2. R Programming/02 - Week 1/11 - Data Types - Names Attribute [149]/2 - 11 - Data Types - Names Attribute [149].txt 1.71 KB
2. R Programming/02 - Week 1/11 - Data Types - Names Attribute [149]/names_attribute.pdf 29.93 KB
2. R Programming/02 - Week 1/12 - Data Types - Summary [043]/2 - 12 - Data Types - Summary [043].mp4 820.12 KB
2. R Programming/02 - Week 1/12 - Data Types - Summary [043]/2 - 12 - Data Types - Summary [043].srt 1.04 KB
2. R Programming/02 - Week 1/12 - Data Types - Summary [043]/2 - 12 - Data Types - Summary [043].txt 706 B
2. R Programming/02 - Week 1/12 - Data Types - Summary [043]/datatype_summary.pdf 18.90 KB
2. R Programming/02 - Week 1/13 - Reading Tabular Data [551]/2 - 13 - Reading Tabular Data [551].mp4 6.88 MB
2. R Programming/02 - Week 1/13 - Reading Tabular Data [551]/2 - 13 - Reading Tabular Data [551].srt 9.36 KB
2. R Programming/02 - Week 1/13 - Reading Tabular Data [551]/2 - 13 - Reading Tabular Data [551].txt 6.08 KB
2. R Programming/02 - Week 1/13 - Reading Tabular Data [551]/reading_tables.pdf 42.00 KB
2. R Programming/02 - Week 1/14 - Reading Large Tables [708]/2 - 14 - Reading Large Tables [708].mp4 8.34 MB
2. R Programming/02 - Week 1/14 - Reading Large Tables [708]/2 - 14 - Reading Large Tables [708].srt 12.14 KB
2. R Programming/02 - Week 1/14 - Reading Large Tables [708]/2 - 14 - Reading Large Tables [708].txt 7.43 KB
2. R Programming/02 - Week 1/14 - Reading Large Tables [708]/large_tables.pdf 68.53 KB
2. R Programming/02 - Week 1/15 - Textual Data Formats [458]/2 - 15 - Textual Data Formats [458].mp4 5.85 MB
2. R Programming/02 - Week 1/15 - Textual Data Formats [458]/2 - 15 - Textual Data Formats [458].srt 7.66 KB
2. R Programming/02 - Week 1/15 - Textual Data Formats [458]/2 - 15 - Textual Data Formats [458].txt 5.01 KB
2. R Programming/02 - Week 1/15 - Textual Data Formats [458]/textual.pdf 44.67 KB
2. R Programming/02 - Week 1/16 - Connections Interfaces to the Outside World [435]/2 - 16 - Connections Interfaces to the Outside World [435].mp4 5.20 MB
2. R Programming/02 - Week 1/16 - Connections Interfaces to the Outside World [435]/2 - 16 - Connections Interfaces to the Outside World [435].srt 7.22 KB
2. R Programming/02 - Week 1/16 - Connections Interfaces to the Outside World [435]/2 - 16 - Connections Interfaces to the Outside World [435].txt 4.61 KB
2. R Programming/02 - Week 1/16 - Connections Interfaces to the Outside World [435]/connections.pdf 54.30 KB
2. R Programming/02 - Week 1/17 - Subsetting - Basics/2 - 17 - Subsetting - Basics.mp4 4.74 MB
2. R Programming/02 - Week 1/17 - Subsetting - Basics/2 - 17 - Subsetting - Basics.srt 6.92 KB
2. R Programming/02 - Week 1/17 - Subsetting - Basics/2 - 17 - Subsetting - Basics.txt 4.34 KB
2. R Programming/02 - Week 1/17 - Subsetting - Basics/Subsetting_basics.pdf 31.12 KB
2. R Programming/02 - Week 1/18 - Subsetting - Lists/2 - 18 - Subsetting - Lists.mp4 5.21 MB
2. R Programming/02 - Week 1/18 - Subsetting - Lists/2 - 18 - Subsetting - Lists.srt 7.54 KB
2. R Programming/02 - Week 1/18 - Subsetting - Lists/2 - 18 - Subsetting - Lists.txt 4.83 KB
2. R Programming/02 - Week 1/18 - Subsetting - Lists/Subsetting_lists.pdf 40.30 KB
2. R Programming/02 - Week 1/19 - Subsetting - Matrices/2 - 19 - Subsetting - Matrices.mp4 3.16 MB
2. R Programming/02 - Week 1/19 - Subsetting - Matrices/2 - 19 - Subsetting - Matrices.srt 4.24 KB
2. R Programming/02 - Week 1/19 - Subsetting - Matrices/2 - 19 - Subsetting - Matrices.txt 2.86 KB
2. R Programming/02 - Week 1/19 - Subsetting - Matrices/Subsetting_matrix.pdf 38.86 KB
2. R Programming/02 - Week 1/20 - Subsetting - Partial Matching/2 - 20 - Subsetting - Partial Matching.mp4 1.89 MB
2. R Programming/02 - Week 1/20 - Subsetting - Partial Matching/2 - 20 - Subsetting - Partial Matching.srt 2.69 KB
2. R Programming/02 - Week 1/20 - Subsetting - Partial Matching/2 - 20 - Subsetting - Partial Matching.txt 1.71 KB
2. R Programming/02 - Week 1/20 - Subsetting - Partial Matching/Subsetting_partial.pdf 25.99 KB
2. R Programming/02 - Week 1/21 - Subsetting - Removing Missing Values/2 - 21 - Subsetting - Removing Missing Values.mp4 4.43 MB
2. R Programming/02 - Week 1/21 - Subsetting - Removing Missing Values/2 - 21 - Subsetting - Removing Missing Values.srt 6.25 KB
2. R Programming/02 - Week 1/21 - Subsetting - Removing Missing Values/2 - 21 - Subsetting - Removing Missing Values.txt 3.97 KB
2. R Programming/02 - Week 1/21 - Subsetting - Removing Missing Values/Subsetting_NAs.pdf 37.89 KB
2. R Programming/02 - Week 1/22 - Vectorized Operations [346]/2 - 22 - Vectorized Operations [346].mp4 2.49 MB
2. R Programming/02 - Week 1/22 - Vectorized Operations [346]/2 - 22 - Vectorized Operations [346].srt 6.30 KB
2. R Programming/02 - Week 1/22 - Vectorized Operations [346]/2 - 22 - Vectorized Operations [346].txt 3.89 KB
2. R Programming/02 - Week 1/22 - Vectorized Operations [346]/index.html 4.38 KB
2. R Programming/02 - Week 1/22 - Vectorized Operations [346]/Vectorized.pdf 57.68 KB
2. R Programming/02 - Week 1/23 - Introduction to swirl/2 - 23 - Introduction to swirl.mp4 3.17 MB
2. R Programming/02 - Week 1/23 - Introduction to swirl/2 - 23 - Introduction to swirl.srt 2.05 KB
2. R Programming/02 - Week 1/23 - Introduction to swirl/2 - 23 - Introduction to swirl.txt 1.26 KB
2. R Programming/02 - Week 1/Quiz/Feedback — Week 1.pdf 140.54 KB
2. R Programming/02 - Week 1/Quiz/hw1_data.csv 2.83 KB
2. R Programming/03 - Week 2/01 - Control Structures - Introduction [054]/3 - 1 - Control Structures - Introduction [054].mp4 1.08 MB
2. R Programming/03 - Week 2/01 - Control Structures - Introduction [054]/3 - 1 - Control Structures - Introduction [054].srt 1.41 KB
2. R Programming/03 - Week 2/01 - Control Structures - Introduction [054]/3 - 1 - Control Structures - Introduction [054].txt 906 B
2. R Programming/03 - Week 2/01 - Control Structures - Introduction [054]/control_intro.pdf 52.43 KB
2. R Programming/03 - Week 2/02 - Control Structures - If-else [158]/3 - 2 - Control Structures - If-else [158].mp4 2.12 MB
2. R Programming/03 - Week 2/02 - Control Structures - If-else [158]/3 - 2 - Control Structures - If-else [158].srt 3.03 KB
2. R Programming/03 - Week 2/02 - Control Structures - If-else [158]/3 - 2 - Control Structures - If-else [158].txt 1.94 KB
2. R Programming/03 - Week 2/02 - Control Structures - If-else [158]/control_if.pdf 28.20 KB
2. R Programming/03 - Week 2/03 - Control Structures - For loops [425]/3 - 3 - Control Structures - For loops [425].mp4 4.85 MB
2. R Programming/03 - Week 2/03 - Control Structures - For loops [425]/3 - 3 - Control Structures - For loops [425].srt 6.66 KB
2. R Programming/03 - Week 2/03 - Control Structures - For loops [425]/3 - 3 - Control Structures - For loops [425].txt 4.28 KB
2. R Programming/03 - Week 2/03 - Control Structures - For loops [425]/control_forloop.pdf 33.66 KB
2. R Programming/03 - Week 2/04 - Control Structures - While loops [322]/3 - 4 - Control Structures - While loops [322].mp4 3.76 MB
2. R Programming/03 - Week 2/04 - Control Structures - While loops [322]/3 - 4 - Control Structures - While loops [322].srt 5.21 KB
2. R Programming/03 - Week 2/04 - Control Structures - While loops [322]/3 - 4 - Control Structures - While loops [322].txt 3.33 KB
2. R Programming/03 - Week 2/04 - Control Structures - While loops [322]/control_while.pdf 30.42 KB
2. R Programming/03 - Week 2/05 - Control Structures - Repeat, Next, Break [457]/3 - 5 - Control Structures - Repeat, Next, Break [457].mp4 5.46 MB
2. R Programming/03 - Week 2/05 - Control Structures - Repeat, Next, Break [457]/3 - 5 - Control Structures - Repeat, Next, Break [457].srt 8.23 KB
2. R Programming/03 - Week 2/05 - Control Structures - Repeat, Next, Break [457]/3 - 5 - Control Structures - Repeat, Next, Break [457].txt 5.38 KB
2. R Programming/03 - Week 2/05 - Control Structures - Repeat, Next, Break [457]/control_repeat.pdf 38.68 KB
2. R Programming/03 - Week 2/06 - Your First R Function [1029]/3 - 6 - Your First R Function [1029].mp4 16.48 MB
2. R Programming/03 - Week 2/06 - Your First R Function [1029]/3 - 6 - Your First R Function [1029].srt 18.04 KB
2. R Programming/03 - Week 2/06 - Your First R Function [1029]/3 - 6 - Your First R Function [1029].txt 11.10 KB
2. R Programming/03 - Week 2/07 - Functions (part 1) [917]/3 - 7 - Functions (part 1) [917].mp4 6.46 MB
2. R Programming/03 - Week 2/07 - Functions (part 1) [917]/3 - 7 - Functions (part 1) [917].srt 15.75 KB
2. R Programming/03 - Week 2/07 - Functions (part 1) [917]/3 - 7 - Functions (part 1) [917].txt 9.70 KB
2. R Programming/03 - Week 2/07 - Functions (part 1) [917]/functions.pdf 92.34 KB
2. R Programming/03 - Week 2/07 - Functions (part 1) [917]/index.html 11.03 KB
2. R Programming/03 - Week 2/08 - Functions (part 2) [713]/3 - 8 - Functions (part 2) [713].mp4 4.86 MB
2. R Programming/03 - Week 2/08 - Functions (part 2) [713]/3 - 8 - Functions (part 2) [713].srt 12.49 KB
2. R Programming/03 - Week 2/08 - Functions (part 2) [713]/3 - 8 - Functions (part 2) [713].txt 7.43 KB
2. R Programming/03 - Week 2/09 - Scoping Rules - Symbol Binding [1032]/3 - 9 - Scoping Rules - Symbol Binding [1032].mp4 7.60 MB
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2. R Programming/03 - Week 2/09 - Scoping Rules - Symbol Binding [1032]/scoping_binding.pdf 79.37 KB
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2. R Programming/03 - Week 2/10 - Scoping Rules - R Scoping Rules [834]/scoping_rules.pdf 58.66 KB
2. R Programming/03 - Week 2/11 - Scoping Rules - Optimization Example (OPTIONAL) [921]/3 - 11 - Scoping Rules - Optimization Example (OPTIONAL) [921].mp4 6.35 MB
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2. R Programming/03 - Week 2/11 - Scoping Rules - Optimization Example (OPTIONAL) [921]/scoping_optimization.pdf 123.97 KB
2. R Programming/03 - Week 2/12 - Coding Standards [859]/3 - 12 - Coding Standards [859].mp4 14.81 MB
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2. R Programming/03 - Week 2/13 - Dates and Times [1029]/3 - 13 - Dates and Times [1029].mp4 11.80 MB
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2. R Programming/04 - Week 3/01 - Loop Functions - lapply [923]/4 - 1 - Loop Functions - lapply [923].mp4 6.10 MB
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2. R Programming/04 - Week 3/01 - Loop Functions - lapply [923]/lapply.pdf 83.61 KB
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2. R Programming/04 - Week 3/05 - Loop Functions - split [909]/split.pdf 56.71 KB
2. R Programming/04 - Week 3/06 - Debugging Tools - Diagnosing the Problem [1233]/4 - 6 - Debugging Tools - Diagnosing the Problem [1233].mp4 8.37 MB
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2. R Programming/04 - Week 3/06 - Debugging Tools - Diagnosing the Problem [1233]/Debugging_problem.pdf 66.99 KB
2. R Programming/04 - Week 3/06 - Debugging Tools - Diagnosing the Problem [1233]/index.html 11.73 KB
2. R Programming/04 - Week 3/07 - Debugging Tools - Basic Tools [625]/4 - 7 - Debugging Tools - Basic Tools [625].mp4 4.92 MB
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2. R Programming/04 - Week 3/07 - Debugging Tools - Basic Tools [625]/Debugging_tools.pdf 28.51 KB
2. R Programming/04 - Week 3/08 - Debugging Tools - Using the Tools [821]/4 - 8 - Debugging Tools - Using the Tools [821].mp4 5.37 MB
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2. R Programming/04 - Week 3/08 - Debugging Tools - Using the Tools [821]/Debugging_using.pdf 47.25 KB
2. R Programming/05 - Week 4/01 - The str Function [608]/5 - 1 - The str Function [608].mp4 5.78 MB
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2. R Programming/05 - Week 4/02 - Simulation - Generating Random Numbers [747]/5 - 2 - Simulation - Generating Random Numbers [747].mp4 5.34 MB
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2. R Programming/05 - Week 4/02 - Simulation - Generating Random Numbers [747]/simulation.pdf 227.13 KB
2. R Programming/05 - Week 4/03 - Simulation - Simulating a Linear Model [431]/5 - 3 - Simulation - Simulating a Linear Model [431].mp4 5.18 MB
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2. R Programming/05 - Week 4/04 - Simulation - Random Sampling [237]/5 - 4 - Simulation - Random Sampling [237].mp4 2.99 MB
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2. R Programming/05 - Week 4/05 - R Profiler (part 1) [1039]/5 - 5 - R Profiler (part 1) [1039].mp4 9.17 MB
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2. R Programming/05 - Week 4/05 - R Profiler (part 1) [1039]/profiler.pdf 111.99 KB
2. R Programming/05 - Week 4/06 - R Profiler (part 2) [1026]/5 - 6 - R Profiler (part 2) [1026].mp4 11.23 MB
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2. R Programming/index.html 28.82 KB
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3. Getting and Cleaning Data/01 - Week 1/01 - Obtaining Data Motivation (5-38)/01_01_obtainingDataMotivation.html 7.24 KB
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3. Getting and Cleaning Data/01 - Week 1/08 - Reading JSON (5-03)/01_08_readingJSON.html 43.56 KB
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3. Getting and Cleaning Data/01 - Week 1/09 - The data.table Package (11-18)/01_09_dataTable.html 15.29 KB
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3. Getting and Cleaning Data/01 - Week 1/09 - The data.table Package (11-18)/Getting-started.html 26.09 KB
3. Getting and Cleaning Data/02 - Week 2/01 - Reading from MySQL (14-44)/02_01_readingMySQL.html 17.91 KB
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3. Getting and Cleaning Data/02 - Week 2/02 - Reading from HDF5 (6-45)/02_02_readingHDF5.html 9.06 KB
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3. Getting and Cleaning Data/03 - Week 3/06 - Managing Data Frames with dplyr - Basic Tools/dplyr_demo.pdf 195.24 KB
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4. Exploratory Data Analysis/01 - Background Material/06 - Use R version 3.1.1/1 - 6 - Use R version 3.1.1.mp4 2.39 MB
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4. Exploratory Data Analysis/02 - Week 1/03 - Exploratory Graphs (part 1) [928]/2 - 3 - Exploratory Graphs (part 1) [928].mp4 6.89 MB
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4. Exploratory Data Analysis/02 - Week 1/08 - Base Plotting Demonstration [1656]/2 - 8 - Base Plotting Demonstration [1656].mp4 16.04 MB
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4. Exploratory Data Analysis/02 - Week 1/09 - Graphics Devices in R (part 1) [534]/2 - 9 - Graphics Devices in R (part 1) [534].mp4 4.84 MB
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4. Exploratory Data Analysis/04 - Week 3/04 - K-Means Clustering (part 1) [546]/4 - 4 - K-Means Clustering (part 1) [546].mp4 3.74 MB
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4. Exploratory Data Analysis/04 - Week 3/05 - K-Means Clustering (part 2) [426]/4 - 5 - K-Means Clustering (part 2) [426].mp4 2.94 MB
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4. Exploratory Data Analysis/04 - Week 3/06 - Dimension Reduction (part 1) [755]/4 - 6 - Dimension Reduction (part 1) [755].mp4 5.89 MB
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4. Exploratory Data Analysis/04 - Week 3/09 - Working with Color in R Plots (part 1) [408]/4 - 9 - Working with Color in R Plots (part 1) [408].mp4 2.97 MB
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4. Exploratory Data Analysis/05 - Week 4/01 - Clustering Case Study [1451]/5 - 1 - Clustering Case Study [1451].mp4 16.76 MB
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4. Exploratory Data Analysis/05 - Week 4/02 - Air Pollution Case Study [4035]/5 - 2 - Air Pollution Case Study [4035].mp4 72.01 MB
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5. Reproducible Research/02 - Week 2/09 - Introduction to Peer Assessment 1/2 - 9 - Introduction to Peer Assessment 1.mp4 8.43 MB
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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 4.54 MB
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5. Reproducible Research/03 - Week 3/07 - Evidence-based Data Analysis (part 2) [334]/3 - 7 - Evidence-based Data Analysis (part 2) [334].mp4 4.10 MB
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5. Reproducible Research/03 - Week 3/10 - Evidence-based Data Analysis (part 5) [756]/3 - 10 - Evidence-based Data Analysis (part 5) [756].mp4 9.34 MB
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5. Reproducible Research/04 - Week 4/01 - Caching Computations [1116]/4 - 1 - Caching Computations [1116].mp4 16.50 MB
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5. Reproducible Research/04 - Week 4/02 - Case Study Air Pollution [1412]/4 - 2 - Case Study Air Pollution [1412].mp4 20.91 MB
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5. Reproducible Research/04 - Week 4/02 - Case Study Air Pollution [1412]/RRCaseStudy.pdf 752.64 KB
5. Reproducible Research/04 - Week 4/03 - Case Study High Throughput Biology [3051]/4 - 3 - Case Study High Throughput Biology [3051].mp4 50.56 MB
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5. Reproducible Research/04 - Week 4/03 - Case Study High Throughput Biology [3051]/baggerly.pdf 1.92 MB
5. Reproducible Research/04 - Week 4/04 - Commentaries on Data Analysis/4 - 4 - Commentaries on Data Analysis.mp4 6.80 MB
5. Reproducible Research/04 - Week 4/04 - Commentaries on Data Analysis/PNAS-2015-Leek-1645-6.pdf 630.42 KB
5. Reproducible Research/04 - Week 4/04 - Commentaries on Data Analysis/Science-2015-Leek-science.aaa6146.pdf 204.97 KB
5. Reproducible Research/index.html 37.10 KB
5. Reproducible Research/lectures.html 76.25 KB
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6. Statistical Inference/01 - First Week/01 - 01 01 Introduction (7-05)/1 - 1 - 01 01 Introduction (705).mp4 14.04 MB
6. Statistical Inference/01 - First Week/01 - 01 01 Introduction (7-05)/1 - 1 - 01 01 Introduction (705).srt 11.23 KB
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6. Statistical Inference/01 - First Week/02 - Brief note on new materials/1 - 2 - Brief note on new materials.mp4 1.06 MB
6. Statistical Inference/01 - First Week/03 - 02 01 Introduction to probability (6-13)/1 - 3 - 02 01 Introduction to probability (613).mp4 9.14 MB
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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 10.48 MB
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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 17.92 MB
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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 6.14 MB
6. Statistical Inference/01 - First Week/06 - 03 01 Conditional Probability (3-23)/1 - 6 - 03 01 Conditional Probability (323).srt 5.08 KB
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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 12.81 MB
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6. Statistical Inference/01 - First Week/08 - 03 03 Independence (3-04)/1 - 8 - 03 03 Independence (304).mp4 5.26 MB
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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 8.02 MB
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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 3.33 MB
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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 10.89 MB
6. Statistical Inference/01 - First Week/11 - 04 03 Expected values for PDFs (7-46)/1 - 11 - 04 03 Expected values for PDFs (746).srt 11.82 KB
6. Statistical Inference/01 - First Week/11 - 04 03 Expected values for PDFs (7-46)/1 - 11 - 04 03 Expected values for PDFs (746).txt 7.38 KB
6. Statistical Inference/02 - Second Week/01 - 05 01 Introduction to variability (4-57)/2 - 1 - 05 01 Introduction to variability (457).mp4 7.26 MB
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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 3.21 MB
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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 12.05 MB
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).srt 10.94 KB
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).txt 6.74 KB
6. Statistical Inference/02 - Second Week/04 - 05 04 Variance data example (3-33)/2 - 4 - 05 04 Variance data example (333).mp4 5.63 MB
6. Statistical Inference/02 - Second Week/04 - 05 04 Variance data example (3-33)/2 - 4 - 05 04 Variance data example (333).srt 5.33 KB
6. Statistical Inference/02 - Second Week/04 - 05 04 Variance data example (3-33)/2 - 4 - 05 04 Variance data example (333).txt 3.41 KB
6. Statistical Inference/02 - Second Week/05 - 06 01 Binomial distrubtion (3-02)/2 - 5 - 06 01 Binomial distrubtion (302).mp4 5.15 MB
6. Statistical Inference/02 - Second Week/05 - 06 01 Binomial distrubtion (3-02)/2 - 5 - 06 01 Binomial distrubtion (302).srt 4.37 KB
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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 23.39 MB
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6. Statistical Inference/02 - Second Week/06 - 06 02 Normal distribution (15-12)/2 - 6 - 06 02 Normal distribution (1512).txt 11.96 KB
6. Statistical Inference/02 - Second Week/07 - 06 03 Poisson (6-08)/2 - 7 - 06 03 Poisson (608).mp4 9.04 MB
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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 6.93 MB
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6. Statistical Inference/02 - Second Week/09 - 07 02 Asymptotics and the CLT (8-27)/2 - 9 - 07 02 Asymptotics and the CLT (827).mp4 12.56 MB
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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 31.14 MB
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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 11.77 MB
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 5.11 MB
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 21.08 MB
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 4.82 MB
6. Statistical Inference/03 - Third Week/05 - 09 01 Hypothesis testing (4-17)/3 - 5 - 09 01 Hypothesis testing (417).mp4 6.62 MB
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 7.63 MB
6. Statistical Inference/03 - Third Week/07 - 09 03 T tests (7-04)/3 - 7 - 09 03 T tests (704).mp4 8.72 MB
6. Statistical Inference/03 - Third Week/08 - 09 04 Two group testing (17-54)/3 - 8 - 09 04 Two group testing (1754).mp4 22.37 MB
6. Statistical Inference/03 - Third Week/09 - 10 01 Pvalues (7-50)/3 - 9 - 10 01 Pvalues (750).mp4 12.91 MB
6. Statistical Inference/03 - Third Week/10 - 10 02 Pvalue further examples (5-54)/3 - 10 - 10 02 Pvalue further examples (554).mp4 9.24 MB
6. Statistical Inference/04 - Fourth Week/01 - 11 01 Power (4-54)/4 - 1 - 11 01 Power (454).mp4 7.98 MB
6. Statistical Inference/04 - Fourth Week/02 - 11 02 Calculating Power (12-51)/4 - 2 - 11 02 Calculating Power (1251).mp4 17.83 MB
6. Statistical Inference/04 - Fourth Week/03 - 11 03 Notes on power (4-57)/4 - 3 - 11 03 Notes on power (457).mp4 7.03 MB
6. Statistical Inference/04 - Fourth Week/04 - 11 04 T test power (8-02)/4 - 4 - 11 04 T test power (802).mp4 11.62 MB
6. Statistical Inference/04 - Fourth Week/05 - 12 Multiple Comparisons (25-22)/4 - 5 - 12 Multiple Comparisons (2522).mp4 30.53 MB
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6. Statistical Inference/04 - Fourth Week/05 - 12 Multiple Comparisons (25-22)/4 - 5 - 12 Multiple Comparisons (2522).txt 25.73 KB
6. Statistical Inference/04 - Fourth Week/05 - 12 Multiple Comparisons (25-22)/index.pdf 631.86 KB
6. Statistical Inference/04 - Fourth Week/06 - 13 01 Bootstrapping (7-10)/4 - 6 - 13 01 Bootstrapping (710).mp4 9.52 MB
6. Statistical Inference/04 - Fourth Week/07 - 13 02 Bootstrapping example (3-29)/4 - 7 - 13 02 Bootstrapping example (329).mp4 5.52 MB
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 13.39 MB
6. Statistical Inference/04 - Fourth Week/09 - 13 04 Permutation tests (9-07)/4 - 9 - 13 04 Permutation tests (907).mp4 11.03 MB
6. Statistical Inference/05 - Extra lectures/01 - Just enough knitr to do the project/9 - 1 - Just enough knitr to do the project.mp4 6.17 MB
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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 2.62 KB
6. Statistical Inference/06 - Homework Videos/01 - Homework 1/10 - 1 - Homework 1.mp4 27.64 MB
6. Statistical Inference/06 - Homework Videos/02 - Homework 2/10 - 2 - Homework 2.mp4 29.45 MB
6. Statistical Inference/06 - Homework Videos/03 - Homework 3/10 - 3 - Homework 3.mp4 21.78 MB
6. Statistical Inference/06 - Homework Videos/04 - Homework 4/10 - 4 - Homework 4.mp4 48.46 MB
6. Statistical Inference/index.html 43.07 KB
6. Statistical Inference/lectures.html 76.01 KB
6. Statistical Inference/materials.html 57.75 KB
7. Regression Models/01 - Week 1/01 - 01_01_a Introduction to regression (4-10)/01_01.pdf 475.45 KB
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 5.54 MB
7. Regression Models/01 - Week 1/01 - 01_01_a Introduction to regression (4-10)/1 - 1 - 01_01_a Introduction to regression (410).srt 6.65 KB
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 4.07 KB
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 7.15 MB
7. Regression Models/01 - Week 1/02 - 01_01_b Basic least squares (5-41)/1 - 2 - 01_01_b Basic least squares (541).srt 8.67 KB
7. Regression Models/01 - Week 1/02 - 01_01_b Basic least squares (5-41)/1 - 2 - 01_01_b Basic least squares (541).txt 5.19 KB
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 7.49 MB
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 8.46 KB
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 5.08 KB
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 9.70 MB
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).srt 11.62 KB
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).txt 6.94 KB
7. Regression Models/01 - Week 1/05 - 01_02_a Basic Notation and Background (3-26)/01_02.pdf 127.63 KB
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 4.31 MB
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).srt 4.31 KB
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).txt 2.69 KB
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 6.75 MB
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 7.35 KB
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 4.54 KB
7. Regression Models/01 - Week 1/07 - 01_03_a Linear Least Squares (6-01)/01_03.pdf 185.10 KB
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 7.29 MB
7. Regression Models/01 - Week 1/07 - 01_03_a Linear Least Squares (6-01)/1 - 7 - 01_03_a Linear Least Squares (601).srt 7.97 KB
7. Regression Models/01 - Week 1/07 - 01_03_a Linear Least Squares (6-01)/1 - 7 - 01_03_a Linear Least Squares (601).txt 5.09 KB
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 5.21 MB
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).srt 5.25 KB
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 3.17 KB
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 14.41 MB
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 14.20 KB
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).txt 8.40 KB
7. Regression Models/01 - Week 1/10 - 01_04_a Regression to the Mean (3-46)/01_04.pdf 147.49 KB
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 5.04 MB
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).srt 5.82 KB
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).txt 3.51 KB
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 13.92 MB
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).srt 14.61 KB
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).txt 8.97 KB
7. Regression Models/02 - Week 2/01 - 01_05_a Statistical Linear Regression Models (5-58)/01_05.pdf 211.02 KB
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 7.41 MB
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 8.42 KB
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).txt 5.25 KB
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 8.43 MB
7. Regression Models/02 - Week 2/02 - 01_05_b Interpreting Regression Coefficients (6-28)/2 - 2 - 01_05_b Interpreting Regression Coefficients (628).srt 8.26 KB
7. Regression Models/02 - Week 2/02 - 01_05_b Interpreting Regression Coefficients (6-28)/2 - 2 - 01_05_b Interpreting Regression Coefficients (628).txt 4.91 KB
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 7.58 MB
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).srt 8.45 KB
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 4.93 KB
7. Regression Models/02 - Week 2/04 - 01_06_a Residuals (2-51)/01_06.pdf 230.65 KB
7. Regression Models/02 - Week 2/04 - 01_06_a Residuals (2-51)/2 - 4 - 01_06_a Residuals (251).mp4 3.52 MB
7. Regression Models/02 - Week 2/04 - 01_06_a Residuals (2-51)/2 - 4 - 01_06_a Residuals (251).srt 3.77 KB
7. Regression Models/02 - Week 2/04 - 01_06_a Residuals (2-51)/2 - 4 - 01_06_a Residuals (251).txt 2.35 KB
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 11.03 MB
7. Regression Models/02 - Week 2/05 - 01_06_b Properties of Residuals (8-48)/2 - 5 - 01_06_b Properties of Residuals (848).srt 12.59 KB
7. Regression Models/02 - Week 2/05 - 01_06_b Properties of Residuals (8-48)/2 - 5 - 01_06_b Properties of Residuals (848).txt 7.46 KB
7. Regression Models/02 - Week 2/06 - 01_06_c Residual Variation (11-20)/2 - 6 - 01_06_c Residual Variation (1120).mp4 14.12 MB
7. Regression Models/02 - Week 2/06 - 01_06_c Residual Variation (11-20)/2 - 6 - 01_06_c Residual Variation (1120).srt 13.93 KB
7. Regression Models/02 - Week 2/06 - 01_06_c Residual Variation (11-20)/2 - 6 - 01_06_c Residual Variation (1120).txt 8.64 KB
7. Regression Models/02 - Week 2/07 - 01_07_a Inference in Regression (1-28)/01_07.pdf 231.85 KB
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 1.76 MB
7. Regression Models/02 - Week 2/07 - 01_07_a Inference in Regression (1-28)/2 - 7 - 01_07_a Inference in Regression (128).srt 1.91 KB
7. Regression Models/02 - Week 2/07 - 01_07_a Inference in Regression (1-28)/2 - 7 - 01_07_a Inference in Regression (128).txt 1.15 KB
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 16.26 MB
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 16.62 KB
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 9.99 KB
7. Regression Models/02 - Week 2/09 - 01_07_c Prediction Intervals (14-13)/2 - 9 - 01_07_c Prediction Intervals (1413).mp4 18.96 MB
7. Regression Models/02 - Week 2/09 - 01_07_c Prediction Intervals (14-13)/2 - 9 - 01_07_c Prediction Intervals (1413).srt 21.36 KB
7. Regression Models/02 - Week 2/09 - 01_07_c Prediction Intervals (14-13)/2 - 9 - 01_07_c Prediction Intervals (1413).txt 12.75 KB
7. Regression Models/02 - Week 2/10 - 02_01_a Multivariate Regression (2-47)/02_01.pdf 489.31 KB
7. Regression Models/02 - Week 2/10 - 02_01_a Multivariate Regression (2-47)/2 - 10 - 02_01_a Multivariate Regression (247).mp4 3.68 MB
7. Regression Models/02 - Week 2/10 - 02_01_a Multivariate Regression (2-47)/2 - 10 - 02_01_a Multivariate Regression (247).srt 4.23 KB
7. Regression Models/02 - Week 2/10 - 02_01_a Multivariate Regression (2-47)/2 - 10 - 02_01_a Multivariate Regression (247).txt 2.55 KB
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 16.25 MB
7. Regression Models/02 - Week 2/11 - 02_01_b Multivariable Least Squares (12-59)/2 - 11 - 02_01_b Multivariable Least Squares (1259).srt 15.05 KB
7. Regression Models/02 - Week 2/11 - 02_01_b Multivariable Least Squares (12-59)/2 - 11 - 02_01_b Multivariable Least Squares (1259).txt 8.80 KB
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 11.85 MB
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).srt 11.06 KB
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).txt 6.55 KB
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 12.69 MB
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).srt 14.52 KB
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).txt 8.78 KB
7. Regression Models/03 - Week 3/01 - 02_02_a Multivariable regression examples (14-38)/02_02.pdf 1.57 MB
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 19.50 MB
7. Regression Models/03 - Week 3/01 - 02_02_a Multivariable regression examples (14-38)/3 - 1 - 02_02_a Multivariable regression examples (1438).srt 18.71 KB
7. Regression Models/03 - Week 3/01 - 02_02_a Multivariable regression examples (14-38)/3 - 1 - 02_02_a Multivariable regression examples (1438).txt 11.23 KB
7. Regression Models/03 - Week 3/02 - 02_02_b Dummy variables (27-08)/3 - 2 - 02_02_b Dummy variables (2708).mp4 35.23 MB
7. Regression Models/03 - Week 3/02 - 02_02_b Dummy variables (27-08)/3 - 2 - 02_02_b Dummy variables (2708).srt 36.68 KB
7. Regression Models/03 - Week 3/02 - 02_02_b Dummy variables (27-08)/3 - 2 - 02_02_b Dummy variables (2708).txt 21.92 KB
7. Regression Models/03 - Week 3/03 - 02_02_c Interactions (26-29)/3 - 3 - 02_02_c Interactions (2629).mp4 34.41 MB
7. Regression Models/03 - Week 3/03 - 02_02_c Interactions (26-29)/3 - 3 - 02_02_c Interactions (2629).srt 33.84 KB
7. Regression Models/03 - Week 3/03 - 02_02_c Interactions (26-29)/3 - 3 - 02_02_c Interactions (2629).txt 19.66 KB
7. Regression Models/03 - Week 3/04 - 02_03_a Multivariable simulation exercises (5-42)/02_03.pdf 306.88 KB
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 7.50 MB
7. Regression Models/03 - Week 3/04 - 02_03_a Multivariable simulation exercises (5-42)/3 - 4 - 02_03_a Multivariable simulation exercises (542).srt 7.12 KB
7. Regression Models/03 - Week 3/04 - 02_03_a Multivariable simulation exercises (5-42)/3 - 4 - 02_03_a Multivariable simulation exercises (542).txt 4.14 KB
7. Regression Models/03 - Week 3/05 - 02_03_b More simulation exercises (3-53)/3 - 5 - 02_03_b More simulation exercises (353).mp4 4.84 MB
7. Regression Models/03 - Week 3/05 - 02_03_b More simulation exercises (3-53)/3 - 5 - 02_03_b More simulation exercises (353).srt 5.75 KB
7. Regression Models/03 - Week 3/05 - 02_03_b More simulation exercises (3-53)/3 - 5 - 02_03_b More simulation exercises (353).txt 3.37 KB
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 3.56 MB
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).srt 3.97 KB
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).txt 2.29 KB
7. Regression Models/03 - Week 3/07 - 02_03_d Simulation examples finished (4-22)/3 - 7 - 02_03_d Simulation examples finished (422).mp4 5.77 MB
7. Regression Models/03 - Week 3/07 - 02_03_d Simulation examples finished (4-22)/3 - 7 - 02_03_d Simulation examples finished (422).srt 5.63 KB
7. Regression Models/03 - Week 3/07 - 02_03_d Simulation examples finished (4-22)/3 - 7 - 02_03_d Simulation examples finished (422).txt 3.48 KB
7. Regression Models/03 - Week 3/08 - 02_04_a Residuals (4-48)/02_04.pdf 218.93 KB
7. Regression Models/03 - Week 3/08 - 02_04_a Residuals (4-48)/3 - 8 - 02_04_a Residuals (448).mp4 5.98 MB
7. Regression Models/03 - Week 3/08 - 02_04_a Residuals (4-48)/3 - 8 - 02_04_a Residuals (448).srt 6.78 KB
7. Regression Models/03 - Week 3/08 - 02_04_a Residuals (4-48)/3 - 8 - 02_04_a Residuals (448).txt 4.20 KB
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 7.56 MB
7. Regression Models/03 - Week 3/09 - 02_04_b More on diagnostics (5-18)/3 - 9 - 02_04_b More on diagnostics (518).srt 7.69 KB
7. Regression Models/03 - Week 3/09 - 02_04_b More on diagnostics (5-18)/3 - 9 - 02_04_b More on diagnostics (518).txt 4.67 KB
7. Regression Models/03 - Week 3/10 - 02_04_c Residuals and diagnostics examples (6-32)/3 - 10 - 02_04_c Residuals and diagnostics examples (632).mp4 8.53 MB
7. Regression Models/03 - Week 3/10 - 02_04_c Residuals and diagnostics examples (6-32)/3 - 10 - 02_04_c Residuals and diagnostics examples (632).srt 8.25 KB
7. Regression Models/03 - Week 3/10 - 02_04_c Residuals and diagnostics examples (6-32)/3 - 10 - 02_04_c Residuals and diagnostics examples (632).txt 4.90 KB
7. Regression Models/03 - Week 3/11 - 02_05_a Some thoughts on model selection (6-38)/02_05.pdf 144.63 KB
7. Regression Models/03 - Week 3/11 - 02_05_a Some thoughts on model selection (6-38)/3 - 11 - 02_05_a Some thoughts on model selection (638).mp4 9.13 MB
7. Regression Models/03 - Week 3/11 - 02_05_a Some thoughts on model selection (6-38)/3 - 11 - 02_05_a Some thoughts on model selection (638).srt 9.41 KB
7. Regression Models/03 - Week 3/11 - 02_05_a Some thoughts on model selection (6-38)/3 - 11 - 02_05_a Some thoughts on model selection (638).txt 5.75 KB
7. Regression Models/03 - Week 3/12 - 02_05_b Variance inflation (10-33)/3 - 12 - 02_05_b Variance inflation (1033).mp4 13.30 MB
7. Regression Models/03 - Week 3/12 - 02_05_b Variance inflation (10-33)/3 - 12 - 02_05_b Variance inflation (1033).srt 12.84 KB
7. Regression Models/03 - Week 3/12 - 02_05_b Variance inflation (10-33)/3 - 12 - 02_05_b Variance inflation (1033).txt 7.92 KB
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 11.14 MB
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).srt 12.37 KB
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).txt 7.45 KB
7. Regression Models/04 - Week 4/01 - 03_01_a Generalized Linear Models (2-32)/03_01.pdf 190.77 KB
7. Regression Models/04 - Week 4/01 - 03_01_a Generalized Linear Models (2-32)/4 - 1 - 03_01_a Generalized Linear Models (232).mp4 3.26 MB
7. Regression Models/04 - Week 4/01 - 03_01_a Generalized Linear Models (2-32)/4 - 1 - 03_01_a Generalized Linear Models (232).srt 3.37 KB
7. Regression Models/04 - Week 4/01 - 03_01_a Generalized Linear Models (2-32)/4 - 1 - 03_01_a Generalized Linear Models (232).txt 2.08 KB
7. Regression Models/04 - Week 4/02 - 03_01_b GLM Examples (6-21)/4 - 2 - 03_01_b GLM Examples (621).mp4 7.90 MB
7. Regression Models/04 - Week 4/02 - 03_01_b GLM Examples (6-21)/4 - 2 - 03_01_b GLM Examples (621).srt 7.45 KB
7. Regression Models/04 - Week 4/02 - 03_01_b GLM Examples (6-21)/4 - 2 - 03_01_b GLM Examples (621).txt 4.48 KB
7. Regression Models/04 - Week 4/03 - 03_01_c Variances and Quasi Likelihood (7-05)/4 - 3 - 03_01_c Variances and Quasi Likelihood (705).mp4 9.01 MB
7. Regression Models/04 - Week 4/03 - 03_01_c Variances and Quasi Likelihood (7-05)/4 - 3 - 03_01_c Variances and Quasi Likelihood (705).srt 10.56 KB
7. Regression Models/04 - Week 4/03 - 03_01_c Variances and Quasi Likelihood (7-05)/4 - 3 - 03_01_c Variances and Quasi Likelihood (705).txt 6.50 KB
7. Regression Models/04 - Week 4/04 - 03_02_a Binary Data GLMs (7-11)/03_02.pdf 159.26 KB
7. Regression Models/04 - Week 4/04 - 03_02_a Binary Data GLMs (7-11)/4 - 4 - 03_02_a Binary Data GLMs (711).mp4 8.93 MB
7. Regression Models/04 - Week 4/04 - 03_02_a Binary Data GLMs (7-11)/4 - 4 - 03_02_a Binary Data GLMs (711).srt 9.46 KB
7. Regression Models/04 - Week 4/04 - 03_02_a Binary Data GLMs (7-11)/4 - 4 - 03_02_a Binary Data GLMs (711).txt 5.73 KB
7. Regression Models/04 - Week 4/05 - 03_02_b GLMs and Odds (14-03)/4 - 5 - 03_02_b GLMs and Odds (1403).mp4 17.63 MB
7. Regression Models/04 - Week 4/05 - 03_02_b GLMs and Odds (14-03)/4 - 5 - 03_02_b GLMs and Odds (1403).srt 18.10 KB
7. Regression Models/04 - Week 4/05 - 03_02_b GLMs and Odds (14-03)/4 - 5 - 03_02_b GLMs and Odds (1403).txt 10.62 KB
7. Regression Models/04 - Week 4/06 - 03_02_c More on Odds (12-29)/4 - 6 - 03_02_c More on Odds (1229).mp4 15.30 MB
7. Regression Models/04 - Week 4/06 - 03_02_c More on Odds (12-29)/4 - 6 - 03_02_c More on Odds (1229).srt 15.70 KB
7. Regression Models/04 - Week 4/06 - 03_02_c More on Odds (12-29)/4 - 6 - 03_02_c More on Odds (1229).txt 9.31 KB
7. Regression Models/04 - Week 4/07 - 03_03_a Poisson Regression (8-15)/03_03.pdf 271.43 KB
7. Regression Models/04 - Week 4/07 - 03_03_a Poisson Regression (8-15)/4 - 7 - 03_03_a Poisson Regression (815).mp4 9.91 MB
7. Regression Models/04 - Week 4/07 - 03_03_a Poisson Regression (8-15)/4 - 7 - 03_03_a Poisson Regression (815).srt 10.20 KB
7. Regression Models/04 - Week 4/07 - 03_03_a Poisson Regression (8-15)/4 - 7 - 03_03_a Poisson Regression (815).txt 6.24 KB
7. Regression Models/04 - Week 4/08 - 03_03_b Poisson Regression Example (14-12)/4 - 8 - 03_03_b Poisson Regression Example (1412).mp4 17.80 MB
7. Regression Models/04 - Week 4/08 - 03_03_b Poisson Regression Example (14-12)/4 - 8 - 03_03_b Poisson Regression Example (1412).srt 19.27 KB
7. Regression Models/04 - Week 4/08 - 03_03_b Poisson Regression Example (14-12)/4 - 8 - 03_03_b Poisson Regression Example (1412).txt 11.41 KB
7. Regression Models/04 - Week 4/09 - 03_03_c Poisson Rate Models (12-53)/4 - 9 - 03_03_c Poisson Rate Models (1253).mp4 15.80 MB
7. Regression Models/04 - Week 4/09 - 03_03_c Poisson Rate Models (12-53)/4 - 9 - 03_03_c Poisson Rate Models (1253).srt 15.87 KB
7. Regression Models/04 - Week 4/09 - 03_03_c Poisson Rate Models (12-53)/4 - 9 - 03_03_c Poisson Rate Models (1253).txt 9.38 KB
7. Regression Models/04 - Week 4/10 - 03_04_a Fitting Functions (9-52)/03_04.pdf 189.36 KB
7. Regression Models/04 - Week 4/10 - 03_04_a Fitting Functions (9-52)/4 - 10 - 03_04_a Fitting Functions (952).mp4 12.79 MB
7. Regression Models/04 - Week 4/10 - 03_04_a Fitting Functions (9-52)/4 - 10 - 03_04_a Fitting Functions (952).srt 12.57 KB
7. Regression Models/04 - Week 4/10 - 03_04_a Fitting Functions (9-52)/4 - 10 - 03_04_a Fitting Functions (952).txt 7.24 KB
7. Regression Models/04 - Week 4/11 - 03_04_b Fun Example (8-02)/4 - 11 - 03_04_b Fun Example (802).mp4 9.98 MB
7. Regression Models/04 - Week 4/11 - 03_04_b Fun Example (8-02)/4 - 11 - 03_04_b Fun Example (802).srt 10.19 KB
7. Regression Models/04 - Week 4/11 - 03_04_b Fun Example (8-02)/4 - 11 - 03_04_b Fun Example (802).txt 6.26 KB
7. Regression Models/05 - Whole lectures/01 - 01_01/01_01.pdf 475.45 KB
7. Regression Models/05 - Whole lectures/01 - 01_01/5 - 1 - 01_01.mp4 29.90 MB
7. Regression Models/05 - Whole lectures/02 - 01_02/01_02.pdf 127.63 KB
7. Regression Models/05 - Whole lectures/02 - 01_02/5 - 2 - 01_02.mp4 11.25 MB
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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 12.55 MB
9. Developing Data Products/01 - Week 1/08 - More advanced shiny discussion, reactivity (9-30)/2 - 8 - More advanced shiny discussion, reactivity (930).srt 11.68 KB
9. Developing Data Products/01 - Week 1/08 - More advanced shiny discussion, reactivity (9-30)/2 - 8 - More advanced shiny discussion, reactivity (930).txt 6.66 KB
9. Developing Data Products/01 - Week 1/08 - More advanced shiny discussion, reactivity (9-30)/shiny2.pdf 131.82 KB
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 6.82 MB
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 6.71 KB
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 4.03 KB
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 5.42 MB
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).srt 5.41 KB
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).txt 3.16 KB
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 6.32 MB
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 6.23 KB
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 3.81 KB
9. Developing Data Products/01 - Week 1/12 - Manipulate (4-49)/2 - 12 - Manipulate (449).mp4 6.12 MB
9. Developing Data Products/01 - Week 1/12 - Manipulate (4-49)/2 - 12 - Manipulate (449).srt 6.75 KB
9. Developing Data Products/01 - Week 1/12 - Manipulate (4-49)/2 - 12 - Manipulate (449).txt 3.84 KB
9. Developing Data Products/01 - Week 1/12 - Manipulate (4-49)/manipulate.pdf 53.37 KB
9. Developing Data Products/01 - Week 1/13 - Intro to rCharts and GoogleVis (1-01)/2 - 13 - Intro to rCharts and GoogleVis (101).mp4 1.94 MB
9. Developing Data Products/01 - Week 1/13 - Intro to rCharts and GoogleVis (1-01)/2 - 13 - Intro to rCharts and GoogleVis (101).srt 1.10 KB
9. Developing Data Products/01 - Week 1/13 - Intro to rCharts and GoogleVis (1-01)/2 - 13 - Intro to rCharts and GoogleVis (101).txt 692 B
9. Developing Data Products/01 - Week 1/14 - rCharts introduction (4-45)/2 - 14 - rCharts introduction (445).mp4 5.83 MB
9. Developing Data Products/01 - Week 1/14 - rCharts introduction (4-45)/2 - 14 - rCharts introduction (445).srt 6.41 KB
9. Developing Data Products/01 - Week 1/14 - rCharts introduction (4-45)/2 - 14 - rCharts introduction (445).txt 3.97 KB
9. Developing Data Products/01 - Week 1/14 - rCharts introduction (4-45)/rCharts.pdf 1.18 MB
9. Developing Data Products/01 - Week 1/15 - rCharts more examples (5-40)/2 - 15 - rCharts more examples (540).mp4 7.58 MB
9. Developing Data Products/01 - Week 1/15 - rCharts more examples (5-40)/2 - 15 - rCharts more examples (540).srt 7.38 KB
9. Developing Data Products/01 - Week 1/15 - rCharts more examples (5-40)/2 - 15 - rCharts more examples (540).txt 4.47 KB
9. Developing Data Products/01 - Week 1/16 - rCharts mapping and discussion (5-32)/2 - 16 - rCharts mapping and discussion (532).mp4 8.44 MB
9. Developing Data Products/01 - Week 1/16 - rCharts mapping and discussion (5-32)/2 - 16 - rCharts mapping and discussion (532).srt 7.57 KB
9. Developing Data Products/01 - Week 1/16 - rCharts mapping and discussion (5-32)/2 - 16 - rCharts mapping and discussion (532).txt 4.62 KB
9. Developing Data Products/01 - Week 1/17 - GoogleVis (9-34)/2 - 17 - GoogleVis (934).mp4 12.45 MB
9. Developing Data Products/01 - Week 1/17 - GoogleVis (9-34)/2 - 17 - GoogleVis (934).srt 14.81 KB
9. Developing Data Products/01 - Week 1/17 - GoogleVis (9-34)/2 - 17 - GoogleVis (934).txt 9.32 KB
9. Developing Data Products/01 - Week 1/17 - GoogleVis (9-34)/googleVis.pdf 763.57 KB
9. Developing Data Products/01 - Week 1/18 - shinyApps.io/2 - 18 - shinyApps.io.mp4 5.85 MB
9. Developing Data Products/01 - Week 1/18 - shinyApps.io/2 - 18 - shinyApps.io.srt 5.97 KB
9. Developing Data Products/01 - Week 1/18 - shinyApps.io/2 - 18 - shinyApps.io.txt 3.55 KB
9. Developing Data Products/01 - Week 1/19 - plotly/2 - 19 - plotly.mp4 13.36 MB
9. Developing Data Products/01 - Week 1/19 - plotly/2 - 19 - plotly.srt 12.34 KB
9. Developing Data Products/01 - Week 1/19 - plotly/2 - 19 - plotly.txt 7.56 KB
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 7.35 MB
9. Developing Data Products/02 - Week 2/02 - Slidify intro (5-32)/3 - 2 - Slidify intro (532).mp4 7.19 MB
9. Developing Data Products/02 - Week 2/02 - Slidify intro (5-32)/3 - 2 - Slidify intro (532).srt 7.52 KB
9. Developing Data Products/02 - Week 2/02 - Slidify intro (5-32)/3 - 2 - Slidify intro (532).txt 4.61 KB
9. Developing Data Products/02 - Week 2/02 - Slidify intro (5-32)/slidify.pdf 4.23 MB
9. Developing Data Products/02 - Week 2/03 - Slidify working it out (2-01)/3 - 3 - Slidify working it out (201).mp4 3.37 MB
9. Developing Data Products/02 - Week 2/03 - Slidify working it out (2-01)/3 - 3 - Slidify working it out (201).srt 3.05 KB
9. Developing Data Products/02 - Week 2/03 - Slidify working it out (2-01)/3 - 3 - Slidify working it out (201).txt 1.50 KB
9. Developing Data Products/02 - Week 2/04 - Slidify customization (4-09)/3 - 4 - Slidify customization (409).mp4 5.50 MB
9. Developing Data Products/02 - Week 2/04 - Slidify customization (4-09)/3 - 4 - Slidify customization (409).srt 5.66 KB
9. Developing Data Products/02 - Week 2/04 - Slidify customization (4-09)/3 - 4 - Slidify customization (409).txt 3.41 KB
9. Developing Data Products/02 - Week 2/05 - Slidify more details (7-24)/3 - 5 - Slidify more details (724).mp4 9.29 MB
9. Developing Data Products/02 - Week 2/05 - Slidify more details (7-24)/3 - 5 - Slidify more details (724).srt 10.97 KB
9. Developing Data Products/02 - Week 2/05 - Slidify more details (7-24)/3 - 5 - Slidify more details (724).txt 6.60 KB
9. Developing Data Products/02 - Week 2/06 - Slidify reminder about knitting R (1-52)/3 - 6 - Slidify reminder about knitting R (152).mp4 3.33 MB
9. Developing Data Products/02 - Week 2/06 - Slidify reminder about knitting R (1-52)/3 - 6 - Slidify reminder about knitting R (152).srt 2.62 KB
9. Developing Data Products/02 - Week 2/06 - Slidify reminder about knitting R (1-52)/3 - 6 - Slidify reminder about knitting R (152).txt 1.50 KB
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 8.61 MB
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 7.22 KB
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 4.21 KB
9. Developing Data Products/02 - Week 2/08 - RStudio Presenter 2 Authoring details (11-14)/3 - 8 - RStudio Presenter 2 Authoring details (1114).mp4 17.63 MB
9. Developing Data Products/02 - Week 2/08 - RStudio Presenter 2 Authoring details (11-14)/3 - 8 - RStudio Presenter 2 Authoring details (1114).srt 15.61 KB
9. Developing Data Products/02 - Week 2/08 - RStudio Presenter 2 Authoring details (11-14)/3 - 8 - RStudio Presenter 2 Authoring details (1114).txt 9.36 KB
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 5.75 MB
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 5.81 KB
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 3.60 KB
9. Developing Data Products/02 - Week 2/10 - Very quick introduction to gh-pages/3 - 10 - Very quick introduction to gh-pages.mp4 10.07 MB
9. Developing Data Products/03 - Week 4/01 - R Packages (Part 1) (7-11)/4 - 1 - R Packages (Part 1) (711).mp4 9.07 MB
9. Developing Data Products/03 - Week 4/01 - R Packages (Part 1) (7-11)/4 - 1 - R Packages (Part 1) (711).srt 12.93 KB
9. Developing Data Products/03 - Week 4/01 - R Packages (Part 1) (7-11)/4 - 1 - R Packages (Part 1) (711).txt 8.08 KB
9. Developing Data Products/03 - Week 4/01 - R Packages (Part 1) (7-11)/RPackages.pdf 189.03 KB
9. Developing Data Products/03 - Week 4/02 - R Packages (Part 2) (14-59)/4 - 2 - R Packages (Part 2) (1459).mp4 17.10 MB
9. Developing Data Products/03 - Week 4/02 - R Packages (Part 2) (14-59)/4 - 2 - R Packages (Part 2) (1459).srt 25.74 KB
9. Developing Data Products/03 - Week 4/02 - R Packages (Part 2) (14-59)/4 - 2 - R Packages (Part 2) (1459).txt 15.83 KB
9. Developing Data Products/03 - Week 4/03 - Building R Packages Demo (18-00)/4 - 3 - Building R Packages Demo (1800).mp4 31.99 MB
9. Developing Data Products/03 - Week 4/03 - Building R Packages Demo (18-00)/4 - 3 - Building R Packages Demo (1800).srt 26.00 KB
9. Developing Data Products/03 - Week 4/03 - Building R Packages Demo (18-00)/4 - 3 - Building R Packages Demo (1800).txt 15.45 KB
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 18.12 MB
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 22.67 KB
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 14.02 KB
9. Developing Data Products/03 - Week 4/04 - R Classes and Methods (Part 1) (13-50)/classes-methods.pdf 409.24 KB
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 13.28 MB
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 18.52 KB
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 11.49 KB
9. Developing Data Products/03 - Week 4/06 - yhat (Part 1) (24-39)/4 - 6 - yhat (Part 1) (2439).mp4 40.06 MB
9. Developing Data Products/03 - Week 4/06 - yhat (Part 1) (24-39)/4 - 6 - yhat (Part 1) (2439).srt 39.22 KB
9. Developing Data Products/03 - Week 4/06 - yhat (Part 1) (24-39)/4 - 6 - yhat (Part 1) (2439).txt 23.36 KB
9. Developing Data Products/03 - Week 4/07 - yhat (Part 2) (11-38)/4 - 7 - yhat (Part 2) (1138).mp4 21.23 MB
9. Developing Data Products/03 - Week 4/07 - yhat (Part 2) (11-38)/4 - 7 - yhat (Part 2) (1138).srt 18.39 KB
9. Developing Data Products/03 - Week 4/07 - yhat (Part 2) (11-38)/4 - 7 - yhat (Part 2) (1138).txt 11.15 KB
9. Developing Data Products/04 - Whole lectures/01 - Shiny/5 - 1 - Shiny.mp4 36.87 MB
9. Developing Data Products/04 - Whole lectures/02 - shiny2/5 - 2 - shiny2.mp4 31.12 MB
9. Developing Data Products/04 - Whole lectures/03 - Slidify/5 - 3 - Slidify.mp4 28.68 MB
9. Developing Data Products/04 - Whole lectures/04 - R Studio Presenter/5 - 4 - R Studio Presenter.mp4 31.94 MB
9. Developing Data Products/04 - Whole lectures/05 - Manipulate/5 - 5 - Manipulate.mp4 6.12 MB
9. Developing Data Products/04 - Whole lectures/06 - rCharts/5 - 6 - rCharts.mp4 21.78 MB
9. Developing Data Products/04 - Whole lectures/07 - plotly/5 - 7 - plotly.mp4 13.36 MB
9. Developing Data Products/index.html 47.37 KB
9. Developing Data Products/lectures.html 81.73 KB
9. Developing Data Products/materials.html 57.75 KB
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