Занятия на первой неделе.
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Video Lectures
Background lectures (OPTIONAL)
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The Landscape of Data Analysis (4:02) Blog Post for The Landscape of Data Analysis (4:02) Prezi Slides for The Landscape of Data Analysis (4:02) Subtitles (text) for The Landscape of Data Analysis (4:02) Subtitles (srt) for The Landscape of Data Analysis (4:02) Video (MP4) for The Landscape of Data Analysis (4:02)
Course Logistics (8:06) Lecture Notes (HTML) for Course Logistics (8:06) Lecture Notes for Course Logistics (8:06) Subtitles (text) for Course Logistics (8:06) Subtitles (srt) for Course Logistics (8:06) Video (MP4) for Course Logistics (8:06)
Week 1
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Course Introduction (4:13) Subtitles (text) for Course Introduction (4:13) Subtitles (srt) for Course Introduction (4:13) Video (MP4) for Course Introduction (4:13)
Getting Help (12:24) Lecture Notes (HTML) for Getting Help (12:24) Lecture Notes (PDF) for Getting Help (12:24) Subtitles (text) for Getting Help (12:24) Subtitles (srt) for Getting Help (12:24) Video (MP4) for Getting Help (12:24)
What Is Data? (11:25) Lecture Notes (HTML) for What Is Data? (11:25) Lecture Notes (PDF) for What Is Data? (11:25) Subtitles (text) for What Is Data? (11:25) Subtitles (srt) for What Is Data? (11:25) Video (MP4) for What Is Data? (11:25)
Representing Data (18:42) Lecture Notes (HTML) for Representing Data (18:42) Lecture Notes (PDF) for Representing Data (18:42) Subtitles (text) for Representing Data (18:42) Subtitles (srt) for Representing Data (18:42) Video (MP4) for Representing Data (18:42)
Representing Data in R (13:18) Lecture Notes (HTML) for Representing Data in R (13:18) Lecture Notes (PDF) for Representing Data in R (13:18) Subtitles (text) for Representing Data in R (13:18) Subtitles (srt) for Representing Data in R (13:18) Video (MP4) for Representing Data in R (13:18)
Simulation Basics (9:57) Lecture Notes (HTML) for Simulation Basics (9:57) Lecture Notes (PDF) for Simulation Basics (9:57) Subtitles (text) for Simulation Basics (9:57) Subtitles (srt) for Simulation Basics (9:57) Video (MP4) for Simulation Basics (9:57)
Types of Data Analysis Questions (10:54) Lecture Notes (HTML) for Types of Data Analysis Questions (10:54) Lecture Notes (PDF) for Types of Data Analysis Questions (10:54) Subtitles (text) for Types of Data Analysis Questions (10:54) Subtitles (srt) for Types of Data Analysis Questions (10:54) Video (MP4) for Types of Data Analysis Questions (10:54)
Sources of Data Sets (7:34) Lecture Notes (HTML) for Sources of Data Sets (7:34) Lecture Notes (PDF) for Sources of Data Sets (7:34) Subtitles (text) for Sources of Data Sets (7:34) Subtitles (srt) for Sources of Data Sets (7:34) Video (MP4) for Sources of Data Sets (7:34)
R Background Lectures (OPTIONAL)
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Installing RStudio (on Mac) (3:37) Subtitles (text) for Installing RStudio (on Mac) (3:37) Subtitles (srt) for Installing RStudio (on Mac) (3:37) Video (MP4) for Installing RStudio (on Mac) (3:37)
Installing R on the Mac (2:01) Subtitles (text) for Installing R on the Mac (2:01) Subtitles (srt) for Installing R on the Mac (2:01) Video (MP4) for Installing R on the Mac (2:01)
Installing R on Windows (1:27) Subtitles (text) for Installing R on Windows (1:27) Subtitles (srt) for Installing R on Windows (1:27) Video (MP4) for Installing R on Windows (1:27)
How to Get Help with R (13:53) Video (MP4) for How to Get Help with R (13:53)
Setting Your Working Directory and Editing R Code (Windows) [7:20] Subtitles (text) for Setting Your Working Directory and Editing R Code (Windows) [7:20] Subtitles (srt) for Setting Your Working Directory and Editing R Code (Windows) [7:20] Video (MP4) for Setting Your Working Directory and Editing R Code (Windows) [7:20]
Setting Your Working Directory and Editing R Code (Mac) [7:42] Subtitles (text) for Setting Your Working Directory and Editing R Code (Mac) [7:42] Subtitles (srt) for Setting Your Working Directory and Editing R Code (Mac) [7:42] Video (MP4) for Setting Your Working Directory and Editing R Code (Mac) [7:42]
Data Types in R (31:06) Subtitles (text) for Data Types in R (31:06) Subtitles (srt) for Data Types in R (31:06) Video (MP4) for Data Types in R (31:06)
Subsetting Objects (17:20) Subtitles (text) for Subsetting Objects (17:20) Subtitles (srt) for Subsetting Objects (17:20) Video (MP4) for Subsetting Objects (17:20)
Vectorized Operations (3:46) Subtitles (text) for Vectorized Operations (3:46) Subtitles (srt) for Vectorized Operations (3:46) Video (MP4) for Vectorized Operations (3:46)
Reading/Writing Data: Part 1 (12:55) Subtitles (text) for Reading/Writing Data: Part 1 (12:55) Subtitles (srt) for Reading/Writing Data: Part 1 (12:55) Video (MP4) for Reading/Writing Data: Part 1 (12:55)
Reading/Writing Data: Part 2 (9:25) Subtitles (text) for Reading/Writing Data: Part 2 (9:25) Subtitles (srt) for Reading/Writing Data: Part 2 (9:25) Video (MP4) for Reading/Writing Data: Part 2 (9:25)
The str Function (6:05) Subtitles (text) for The str Function (6:05) Subtitles (srt) for The str Function (6:05) Video (MP4) for The str Function (6:05)
Simulation (14:51) Video (MP4) for Simulation (14:51)
Plotting with Base Graphics (23:22) Subtitles (text) for Plotting with Base Graphics (23:22) Subtitles (srt) for Plotting with Base Graphics (23:22) Video (MP4) for Plotting with Base Graphics (23:22)
Base Graphics Plotting Demo (16:56)