Data Science Without Much Math
|
|||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
1st draft of course notes for Data Science Without Much Math. This manuscript is unfinished. Revisions are ongoing. The .PDF version below is as of January 2019. If you wish to contact the author, click here. The complete text is in the file dsnotes.pdf. |
|||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
.PDF Version | R Programs | R Data | R Code | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
dsnotes.pdf | dspack.txt | dsdata.txt | dsrhw.txt | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Table of Contents |
Pages |
|
PDF |
|
Preface | i-xii | cont | ||
Chapter 1-Introduction | 1-10 | ch1 | ||
Chapter 2-Summarizing Data With Graphs | 11-31 | ch2 | ||
Chapter 3-Summarizing Data with Statistics | 32-71 | ch3 | ||
Chapter 4-The Normal Distribution | 72-116 | ch4 | ||
Chapter 5-Scatterplots and Correlation | 117-137 | ch5 | ||
Chapter 6-Regression | 138-164 | ch6 | ||
Chapter 7-Sampling | 165-177 | ch7 | ||
Chapter 8-Probability | 178-198 | ch8 | ||
Chapter 9-Confidence Intervals and Hypothesis Testing | 199-212 | ch9 | ||
Chapter 10-CART | 213-245 | ch10 | ||
Chapter 11- | 246-252 | ch11 | ||
Chapter 12- | 253-306 | ch12 | ||
Chapter 13-Clustering | 307-308 | ch13 | ||
Chapter 14-Stuff for Students | 338-357 | ch15 | ||
Bibliography | 358-380 | bib |
Comments: Webmaster Copyright © 2005, Board of Trustees, Southern Illinois University |