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[Coursera Specialization] Data Science By Roger D Peng, Jeff Leek, Brian Caffo
1. The Data Scientist's Toolbox/Course Project/Captura de tela de 2015-03-02 15:24:34.png
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1. The Data Scientist's Toolbox/Week 01/01_01a_toolBoxOverview.pdf
2 MB
1. The Data Scientist's Toolbox/Week 01/01_01_seriesMotivation.pdf
1.9 MB
1. The Data Scientist's Toolbox/Week 01/01_02_gettingHelp.pdf
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1. The Data Scientist's Toolbox/Week 01/01_03_findingAnswers.pdf
599.9 KB
1. The Data Scientist's Toolbox/Week 01/01_04_RProgramming.pdf
542 KB
1. The Data Scientist's Toolbox/Week 01/01_05_gettingData.pdf
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1. The Data Scientist's Toolbox/Week 01/01_06_exploratoryAnalysis.pdf
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1. The Data Scientist's Toolbox/Week 01/01_07_reproducibleResearch.pdf
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1. The Data Scientist's Toolbox/Week 01/01_08_statisticalInference.pdf
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1. The Data Scientist's Toolbox/Week 01/01_09_regressionModels.pdf
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1. The Data Scientist's Toolbox/Week 01/01_10_practicalMachineLearning.pdf
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1. The Data Scientist's Toolbox/Week 01/01_11_buildingDataProducts.pdf
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1. The Data Scientist's Toolbox/Week 01/1 - 1 - Series Motivation (12_03).mp4
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1. The Data Scientist's Toolbox/Week 01/1 - 1 - Series Motivation (12_03).srt
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1. The Data Scientist's Toolbox/Week 01/1 - 10 - Regression Models Overview (1_46).mp4
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1. The Data Scientist's Toolbox/Week 01/1 - 10 - Regression Models Overview (1_46).srt
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1. The Data Scientist's Toolbox/Week 01/1 - 11 - Practical Machine Learning Overview (1_31).mp4
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1. The Data Scientist's Toolbox/Week 01/1 - 11 - Practical Machine Learning Overview (1_31).srt
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1. The Data Scientist's Toolbox/Week 01/1 - 12 - Building Data Products Overview (1_19).mp4
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1. The Data Scientist's Toolbox/Week 01/1 - 12 - Building Data Products Overview (1_19).srt
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1. The Data Scientist's Toolbox/Week 01/1 - 13 - Installing R on Windows (3_20) {Roger Peng}.mp4
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1. The Data Scientist's Toolbox/Week 01/1 - 13 - Installing R on Windows (3_20) {Roger Peng}.srt
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1. The Data Scientist's Toolbox/Week 01/1 - 14 - Install R on a Mac (2_02) {Roger Peng}.mp4
4 MB
1. The Data Scientist's Toolbox/Week 01/1 - 14 - Install R on a Mac (2_02) {Roger Peng}.srt
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1. The Data Scientist's Toolbox/Week 01/1 - 15 - Installing Rstudio (1_36) {Roger Peng}.mp4
2.6 MB
1. The Data Scientist's Toolbox/Week 01/1 - 15 - Installing Rstudio (1_36) {Roger Peng}.srt
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1. The Data Scientist's Toolbox/Week 01/1 - 2 - The Data Scientist_'s Toolbox (5_09).mp4
4.4 MB
1. The Data Scientist's Toolbox/Week 01/1 - 2 - The Data Scientist_'s Toolbox (5_09).srt
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1. The Data Scientist's Toolbox/Week 01/1 - 3 - Getting Help (8_52).mp4
6.7 MB
1. The Data Scientist's Toolbox/Week 01/1 - 3 - Getting Help (8_52).srt
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1. The Data Scientist's Toolbox/Week 01/1 - 4 - Finding Answers (4_35).mp4
3.8 MB
1. The Data Scientist's Toolbox/Week 01/1 - 4 - Finding Answers (4_35).srt
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1. The Data Scientist's Toolbox/Week 01/1 - 5 - R Programming Overview (2_12).mp4
1.7 MB
1. The Data Scientist's Toolbox/Week 01/1 - 5 - R Programming Overview (2_12).srt
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1. The Data Scientist's Toolbox/Week 01/1 - 6 - Getting Data Overview (1_34).mp4
1.2 MB
1. The Data Scientist's Toolbox/Week 01/1 - 6 - Getting Data Overview (1_34).srt
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1. The Data Scientist's Toolbox/Week 01/1 - 7 - Exploratory Data Analysis Overview (1_21).mp4
1.1 MB
1. The Data Scientist's Toolbox/Week 01/1 - 7 - Exploratory Data Analysis Overview (1_21).srt
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1. The Data Scientist's Toolbox/Week 01/1 - 8 - Reproducible Research Overview (1_27).mp4
1.1 MB
1. The Data Scientist's Toolbox/Week 01/1 - 8 - Reproducible Research Overview (1_27).srt
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1. The Data Scientist's Toolbox/Week 01/1 - 9 - Statistical Inference Overview (1_06).mp4
891.9 KB
1. The Data Scientist's Toolbox/Week 01/1 - 9 - Statistical Inference Overview (1_06).srt
1.7 KB
1. The Data Scientist's Toolbox/Week 01/Quiz.odt
35.4 KB
1. The Data Scientist's Toolbox/Week 02/02_03_commandLineInterface.pdf
2.6 MB
1. The Data Scientist's Toolbox/Week 02/02_04_git.pdf
1.5 MB
1. The Data Scientist's Toolbox/Week 02/02_05_github.pdf
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1. The Data Scientist's Toolbox/Week 02/02_06_creatingRepos.pdf
1.1 MB
1. The Data Scientist's Toolbox/Week 02/02_07_basicGitCommands.pdf
686.4 KB
1. The Data Scientist's Toolbox/Week 02/02_08_basicMarkdown.pdf
257.3 KB
1. The Data Scientist's Toolbox/Week 02/02_09_installingRPackages.pdf
1.6 MB
1. The Data Scientist's Toolbox/Week 02/02_10_rtools.pdf
1.8 MB
1. The Data Scientist's Toolbox/Week 02/2 - 2 - Command Line Interface (16_04).mp4
12.4 MB
1. The Data Scientist's Toolbox/Week 02/2 - 2 - Command Line Interface (16_04).srt
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1. The Data Scientist's Toolbox/Week 02/2 - 3 - Introduction to Git (4_49).mp4
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1. The Data Scientist's Toolbox/Week 02/2 - 3 - Introduction to Git (4_49).srt
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1. The Data Scientist's Toolbox/Week 02/2 - 4 - Introduction to Github (3_53).mp4
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1. The Data Scientist's Toolbox/Week 02/2 - 4 - Introduction to Github (3_53).srt
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1. The Data Scientist's Toolbox/Week 02/2 - 5 - Creating a Github Repository (5_51).mp4
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1. The Data Scientist's Toolbox/Week 02/2 - 5 - Creating a Github Repository (5_51).srt
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1. The Data Scientist's Toolbox/Week 02/2 - 6 - Basic Git Commands (5_52).mp4
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1. The Data Scientist's Toolbox/Week 02/2 - 6 - Basic Git Commands (5_52).srt
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1. The Data Scientist's Toolbox/Week 02/2 - 7 - Basic Markdown (2_22).mp4
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1. The Data Scientist's Toolbox/Week 02/2 - 7 - Basic Markdown (2_22).srt
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1. The Data Scientist's Toolbox/Week 02/2 - 8 - Installing R Packages (5_37).mp4
4.8 MB
1. The Data Scientist's Toolbox/Week 02/2 - 8 - Installing R Packages (5_37).srt
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1. The Data Scientist's Toolbox/Week 02/2 - 9 - Installing Rtools (2_29).mp4
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1. The Data Scientist's Toolbox/Week 02/2 - 9 - Installing Rtools (2_29).srt
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1. The Data Scientist's Toolbox/Week 02/Quiz.odt
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1. The Data Scientist's Toolbox/Week 03/03_01_typesOfQuestions.pdf
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1. The Data Scientist's Toolbox/Week 03/03_02_whatIsData.pdf
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1. The Data Scientist's Toolbox/Week 03/03_03_whatAboutBigData.pdf
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1. The Data Scientist's Toolbox/Week 03/03_04_experimentalDesign.pdf
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1. The Data Scientist's Toolbox/Week 03/3 - 1 - Types of Questions (9_09).mp4
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1. The Data Scientist's Toolbox/Week 03/3 - 1 - Types of Questions (9_09).srt
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1. The Data Scientist's Toolbox/Week 03/3 - 2 - What is Data_ (5_15).mp4
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1. The Data Scientist's Toolbox/Week 03/3 - 2 - What is Data_ (5_15).srt
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1. The Data Scientist's Toolbox/Week 03/3 - 3 - What About Big Data_ (4_15).mp4
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1. The Data Scientist's Toolbox/Week 03/3 - 3 - What About Big Data_ (4_15).srt
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1. The Data Scientist's Toolbox/Week 03/3 - 4 - Experimental Design (15_59).mp4
13.3 MB
1. The Data Scientist's Toolbox/Week 03/3 - 4 - Experimental Design (15_59).srt
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1. The Data Scientist's Toolbox/Week 03/Quiz.odt
118.5 KB
2. R Programming/01 - Background Material/01 - Installing R on Windows/1 - 1 - Installing R on Windows.mp4
5.1 MB
2. R Programming/01 - Background Material/01 - Installing R on Windows/1 - 1 - Installing R on Windows.srt
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2. R Programming/01 - Background Material/01 - Installing R on Windows/1 - 1 - Installing R on Windows.txt
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2. R Programming/01 - Background Material/02 - Installing R on a Mac/1 - 2 - Installing R on a Mac.mp4
4 MB
2. R Programming/01 - Background Material/02 - Installing R on a Mac/1 - 2 - Installing R on a Mac.srt
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2. R Programming/01 - Background Material/02 - Installing R on a Mac/1 - 2 - Installing R on a Mac.txt
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2. R Programming/01 - Background Material/03 - Installing R Studio (Mac)/1 - 3 - Installing R Studio (Mac).mp4
2.6 MB
2. R Programming/01 - Background Material/03 - Installing R Studio (Mac)/1 - 3 - Installing R Studio (Mac).srt
2.4 KB
2. R Programming/01 - Background Material/03 - Installing R Studio (Mac)/1 - 3 - Installing R Studio (Mac).txt
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2. R Programming/01 - Background Material/04 - Writing Code Setting Your Working Directory (Windows)/1 - 4 - Writing Code Setting Your Working Directory (Windows).mp4
8.9 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
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2. R Programming/01 - Background Material/04 - Writing Code Setting Your Working Directory (Windows)/1 - 4 - Writing Code Setting Your Working Directory (Windows).txt
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2. R Programming/01 - Background Material/05 - Writing Code Setting Your Working Directory (Mac)/1 - 5 - Writing Code Setting Your Working Directory (Mac).mp4
11.2 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
11.6 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
7.2 KB
2. R Programming/01 - Background Material/06 - Use R version 3.1.1/1 - 6 - Use R version 3.1.1.mp4
2.5 MB
2. R Programming/01 - Background Material/06 - Use R version 3.1.1/1 - 6 - Use R version 3.1.1.srt
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