[Coursera] Computing for Data Analysis by Roger D. Peng

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[Coursera] Computing for Data Analysis by Roger D. Peng

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种子哈希：cb71538301cc6f2fc7a07c4cda01834f0bc126ba
文件大小：621.33M
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收录时间：2017-03-05
最近下载：2025-08-28

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文件列表

  • Background Material/Installing R on the Mac.mp4 2.8 MB
  • Background Material/Installing R on the Mac.srt 3.2 kB
  • Background Material/Installing R on the Mac.txt 2.0 kB
  • Background Material/Installing R on Windows with Custom Options [OPTIONAL].mp4 5.1 MB
  • Background Material/Installing R on Windows with Custom Options [OPTIONAL].srt 4.1 kB
  • Background Material/Installing R on Windows with Custom Options [OPTIONAL].txt 2.7 kB
  • Background Material/Installing R on Windows.mp4 2.6 MB
  • Background Material/Installing R on Windows.srt 1.9 kB
  • Background Material/Installing R on Windows.txt 1.2 kB
  • Background Material/Installing RStudio (on Mac).mp4 4.0 MB
  • Background Material/Installing RStudio (on Mac).srt 4.9 kB
  • Background Material/Installing RStudio (on Mac).txt 3.1 kB
  • Intro/analysis.jpg 35.1 kB
  • Intro/computing_B-02.jpg 17.3 kB
  • Intro/Computing_for_Data_Analysis_with_Associate_Professor_Roger_D__Peng-gk6E57H6mTs.mp4 21.5 MB
  • Intro/realtimeusats.jpg 57.3 kB
  • Week 01/1.1 - Welcome.mp4 3.4 MB
  • Week 01/1.1 - Welcome.srt 5.6 kB
  • Week 01/1.1 - Welcome.txt 3.6 kB
  • Week 01/1.10 - Setting Your Working Directory and Editing R Code (Windows).mp4 6.5 MB
  • Week 01/1.10 - Setting Your Working Directory and Editing R Code (Windows).srt 10.8 kB
  • Week 01/1.10 - Setting Your Working Directory and Editing R Code (Windows).txt 7.1 kB
  • Week 01/1.11 - Setting Your Working Directory and Editing R Code (Mac).mp4 8.5 MB
  • Week 01/1.11 - Setting Your Working Directory and Editing R Code (Mac).srt 11.6 kB
  • Week 01/1.11 - Setting Your Working Directory and Editing R Code (Mac).txt 7.5 kB
  • Week 01/1.12 - The str function.mp4 6.6 MB
  • Week 01/1.12 - The str function.srt 10.3 kB
  • Week 01/1.12 - The str function.txt 6.7 kB
  • Week 01/1.3 - How to Get Help.mp4 12.5 MB
  • Week 01/1.3 - How to Get Help.pdf 168.1 kB
  • Week 01/1.3 - How to Get Help.srt 24.5 kB
  • Week 01/1.3 - How to Get Help.txt 15.9 kB
  • Week 01/1.4 - Background and Overview.mp4 16.1 MB
  • Week 01/1.4 - Background and Overview.pdf 100.5 kB
  • Week 01/1.4 - Background and Overview.srt 27.4 kB
  • Week 01/1.4 - Background and Overview.txt 17.9 kB
  • Week 01/1.5 - Data Types.mp4 34.8 MB
  • Week 01/1.5 - Data Types.pdf 110.4 kB
  • Week 01/1.5 - Data Types.srt 50.0 kB
  • Week 01/1.5 - Data Types.txt 32.6 kB
  • Week 01/1.6 - Subsetting.mp4 14.4 MB
  • Week 01/1.6 - Subsetting.pdf 99.0 kB
  • Week 01/1.6 - Subsetting.srt 28.0 kB
  • Week 01/1.6 - Subsetting.txt 18.3 kB
  • Week 01/1.7 - Vectorized Operations.mp4 3.2 MB
  • Week 01/1.7 - Vectorized Operations.pdf 60.3 kB
  • Week 01/1.7 - Vectorized Operations.srt 6.2 kB
  • Week 01/1.7 - Vectorized Operations.txt 4.0 kB
  • Week 01/1.8 - Reading-Writing Data - Part 1.mp4 12.5 MB
  • Week 01/1.8 - Reading-Writing Data - Part 1.pdf 166.7 kB
  • Week 01/1.8 - Reading-Writing Data - Part 1.srt 21.8 kB
  • Week 01/1.8 - Reading-Writing Data - Part 1.txt 14.2 kB
  • Week 01/1.9 - Reading-Writing Data - Part 2.mp4 8.6 MB
  • Week 01/1.9 - Reading-Writing Data - Part 2.pdf 147.5 kB
  • Week 01/1.9 - Reading-Writing Data - Part 2.srt 15.2 kB
  • Week 01/1.9 - Reading-Writing Data - Part 2.txt 10.0 kB
  • Week 01/About the Instructor.pdf 68.9 kB
  • Week 01/History of R.pdf 83.0 kB
  • Week 01/Programming Assignment/hw1_data.zip 1.4 kB
  • Week 01/Programming Assignment/Programming Assignment.pdf 141.0 kB
  • Week 01/Quiz.pdf 91.5 kB
  • Week 01/Syllabus.pdf 78.2 kB
  • Week 02/2.1 - Control Structures.mp4 12.8 MB
  • Week 02/2.1 - Control Structures.pdf 83.9 kB
  • Week 02/2.1 - Control Structures.srt 25.6 kB
  • Week 02/2.1 - Control Structures.txt 16.8 kB
  • Week 02/2.10 - Debugging Tools - Part 2.mp4 12.7 MB
  • Week 02/2.10 - Debugging Tools - Part 2.pdf 90.9 kB
  • Week 02/2.10 - Debugging Tools - Part 2.srt 16.1 kB
  • Week 02/2.10 - Debugging Tools - Part 2.txt 10.5 kB
  • Week 02/2.11 - Debugging Tools - Part 3.mp4 9.7 MB
  • Week 02/2.11 - Debugging Tools - Part 3.pdf 113.5 kB
  • Week 02/2.11 - Debugging Tools - Part 3.srt 14.3 kB
  • Week 02/2.11 - Debugging Tools - Part 3.txt 9.2 kB
  • Week 02/2.2 - Functions.mp4 14.7 MB
  • Week 02/2.2 - Functions.pdf 167.9 kB
  • Week 02/2.2 - Functions.srt 27.6 kB
  • Week 02/2.2 - Functions.txt 18.0 kB
  • Week 02/2.3 - Scoping Rules.mp4 18.4 MB
  • Week 02/2.3 - Scoping Rules.pdf 296.1 kB
  • Week 02/2.3 - Scoping Rules.srt 30.9 kB
  • Week 02/2.3 - Scoping Rules.txt 20.1 kB
  • Week 02/2.4 - Optimization Application.mp4 8.6 MB
  • Week 02/2.4 - Optimization Application.pdf 177.9 kB
  • Week 02/2.4 - Optimization Application.srt 15.3 kB
  • Week 02/2.4 - Optimization Application.txt 10.0 kB
  • Week 02/2.5 - lapply.mp4 7.9 MB
  • Week 02/2.5 - lapply.pdf 162.8 kB
  • Week 02/2.5 - lapply.srt 15.6 kB
  • Week 02/2.5 - lapply.txt 10.2 kB
  • Week 02/2.6 - apply.mp4 6.7 MB
  • Week 02/2.6 - apply.pdf 117.7 kB
  • Week 02/2.6 - apply.srt 11.8 kB
  • Week 02/2.6 - apply.txt 7.7 kB
  • Week 02/2.7 - tapply and split.mp4 10.8 MB
  • Week 02/2.7 - tapply and split.pdf 152.2 kB
  • Week 02/2.7 - tapply and split.srt 20.3 kB
  • Week 02/2.7 - tapply and split.txt 13.3 kB
  • Week 02/2.8 - mapply.mp4 3.9 MB
  • Week 02/2.8 - mapply.pdf 100.5 kB
  • Week 02/2.8 - mapply.srt 7.8 kB
  • Week 02/2.8 - mapply.txt 5.1 kB
  • Week 02/2.9 - Debugging Tools - Part 1.mp4 10.4 MB
  • Week 02/2.9 - Debugging Tools - Part 1.pdf 112.6 kB
  • Week 02/2.9 - Debugging Tools - Part 1.srt 14.1 kB
  • Week 02/2.9 - Debugging Tools - Part 1.txt 9.1 kB
  • Week 02/Programming Assignment/Assignment Instructions.pdf 108.6 kB
  • Week 02/Programming Assignment/complete-output.pdf 19.9 kB
  • Week 02/Programming Assignment/corr-output.pdf 23.0 kB
  • Week 02/Programming Assignment/getmonitor-output.pdf 19.6 kB
  • Week 02/Programming Assignment/specdata.zip 2.8 MB
  • Week 02/Quiz.pdf 140.7 kB
  • Week 03/3.1 - Week 3 Introduction.mp4 6.2 MB
  • Week 03/3.1 - Week 3 Introduction.srt 3.8 kB
  • Week 03/3.1 - Week 3 Introduction.txt 2.3 kB
  • Week 03/3.11 - Literate Statistical Programming with knitr.mp4 32.1 MB
  • Week 03/3.11 - Literate Statistical Programming with knitr.pdf 1.5 MB
  • Week 03/3.11 - Literate Statistical Programming with knitr.srt 45.9 kB
  • Week 03/3.11 - Literate Statistical Programming with knitr.txt 27.8 kB
  • Week 03/3.2 - Simulation.mp4 13.6 MB
  • Week 03/3.2 - Simulation.pdf 123.2 kB
  • Week 03/3.2 - Simulation.srt 25.0 kB
  • Week 03/3.2 - Simulation.txt 16.1 kB
  • Week 03/3.3 - Plotting with Base Graphics (1).pdf 202.4 kB
  • Week 03/3.3 - Plotting with Base Graphics (2).pdf 448.9 kB
  • Week 03/3.3 - Plotting with Base Graphics.mp4 22.4 MB
  • Week 03/3.3 - Plotting with Base Graphics.srt 37.9 kB
  • Week 03/3.3 - Plotting with Base Graphics.txt 24.8 kB
  • Week 03/3.4 - Base Graphics Plotting Demo.mp4 18.2 MB
  • Week 03/3.4 - Base Graphics Plotting Demo.srt 23.8 kB
  • Week 03/3.4 - Base Graphics Plotting Demo.txt 15.4 kB
  • Week 03/3.5 - Plotting with Lattice Graphics.mp4 6.6 MB
  • Week 03/3.5 - Plotting with Lattice Graphics.pdf 134.9 kB
  • Week 03/3.5 - Plotting with Lattice Graphics.srt 11.6 kB
  • Week 03/3.5 - Plotting with Lattice Graphics.txt 7.5 kB
  • Week 03/3.6 - Lattice Graphics Plotting Demo.mp4 23.7 MB
  • Week 03/3.6 - Lattice Graphics Plotting Demo.srt 31.4 kB
  • Week 03/3.6 - Lattice Graphics Plotting Demo.txt 20.5 kB
  • Week 03/3.7 - Plotting with ggplot2 - Part 1.mp4 66.1 MB
  • Week 03/3.7 - Plotting with ggplot2 - Part 1.pdf 696.8 kB
  • Week 03/3.7 - Plotting with ggplot2 - Part 1.srt 44.1 kB
  • Week 03/3.7 - Plotting with ggplot2 - Part 1.txt 26.6 kB
  • Week 03/3.8 - Plotting with ggplot2 - Part 2.mp4 31.0 MB
  • Week 03/3.8 - Plotting with ggplot2 - Part 2.pdf 1.1 MB
  • Week 03/3.8 - Plotting with ggplot2 - Part 2.srt 51.0 kB
  • Week 03/3.8 - Plotting with ggplot2 - Part 2.txt 31.1 kB
  • Week 03/3.9 - Plotting with Mathematical Annotation.mp4 5.5 MB
  • Week 03/3.9 - Plotting with Mathematical Annotation.pdf 94.7 kB
  • Week 03/3.9 - Plotting with Mathematical Annotation.srt 9.9 kB
  • Week 03/3.9 - Plotting with Mathematical Annotation.txt 6.5 kB
  • Week 03/Programming Assignment/Assignment Instructions.pdf 100.2 kB
  • Week 03/Programming Assignment/Detailed Instructions.pdf 183.0 kB
  • Week 03/Programming Assignment/ID and PASSWORD.pdf 43.2 kB
  • Week 03/Programming Assignment/ProgAssignment3-data.zip 852.4 kB
  • Week 03/Programming Assignment/submitscript.R 9.6 kB
  • Week 03/Quiz.pdf 110.7 kB
  • Week 04/4.1 - Plotting and Color in R.mp4 18.8 MB
  • Week 04/4.1 - Plotting and Color in R.pdf 509.7 kB
  • Week 04/4.1 - Plotting and Color in R.srt 36.2 kB
  • Week 04/4.1 - Plotting and Color in R.txt 23.5 kB
  • Week 04/4.2 - Dates and Times.mp4 8.7 MB
  • Week 04/4.2 - Dates and Times.pdf 82.0 kB
  • Week 04/4.2 - Dates and Times.srt 14.8 kB
  • Week 04/4.2 - Dates and Times.txt 10.1 kB
  • Week 04/4.3 - Regular Expressions.mp4 24.3 MB
  • Week 04/4.3 - Regular Expressions.pdf 122.1 kB
  • Week 04/4.3 - Regular Expressions.srt 43.4 kB
  • Week 04/4.3 - Regular Expressions.txt 27.7 kB
  • Week 04/4.4 - Introduction to Baltimore City Homicide Data.mp4 8.6 MB
  • Week 04/4.4 - Introduction to Baltimore City Homicide Data.srt 6.4 kB
  • Week 04/4.4 - Introduction to Baltimore City Homicide Data.txt 4.2 kB
  • Week 04/4.5 - Regular Expressions in R.mp4 38.7 MB
  • Week 04/4.5 - Regular Expressions in R.pdf 97.1 kB
  • Week 04/4.5 - Regular Expressions in R.srt 48.7 kB
  • Week 04/4.5 - Regular Expressions in R.txt 31.2 kB
  • Week 04/4.6 - Classes and Methods in R.mp4 32.4 MB
  • Week 04/4.6 - Classes and Methods in R.pdf 169.7 kB
  • Week 04/4.6 - Classes and Methods in R.srt 56.5 kB
  • Week 04/4.6 - Classes and Methods in R.txt 36.3 kB
  • Week 04/Additional Exercise.pdf 44.0 kB
  • Week 04/data-Baltimore_homicides.zip 79.9 kB
  • Week 04/Programming Assignment/Assignment Instructions.pdf 97.4 kB
  • Week 04/Programming Assignment/Baltimore_homicides.zip 79.9 kB
  • Week 04/Programming Assignment/Detailed Instructions.pdf 94.4 kB
  • Week 04/Programming Assignment/submitscript4.R 5.7 kB
  • Week 04/Quiz.pdf 117.6 kB

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