Suraj Rampure

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Data 8, Fall 2017

Lab: Thursdays, 3-5PM in 458 Evans, for those with no programming experience
Office Hours: Tuesdays, 4-5PM in 254 Sutardja Dai Hall

You can always contact me via email at suraj.rampure@berkeley.edu.

Give me feedback here.

Date Topic Slides (.pdf) Slides (.keynote)
1Aug. 24, 2017 Welcome to Data 8! week1.pdf week1.key
2Aug. 31, 2017 Causality, Expressions, Arrays week2.pdf week2.key
3Sept. 7, 2017 Data Visualizations, Tables week3.pdf week3.key
4Sept. 14, 2017 Histograms, Functions week4.pdf week4.key
5Sept. 21, 2017 Histograms Review, Joins, Project 1 week5.pdf week5.key
6Sept. 28, 2017 Table Aggregation, Conditionals, Iteration and Sampling, Probability week6.pdf week6.key
7Oct. 5, 2017 Midterm Review No slidesNo slides
8Oct. 12, 2017 Hypothesis Testing, Extra Probability Practice (Discussion Solutions) week8.pdf week8.key
9Oct. 19, 2017 Percentiles, Confidence Intervals week9.pdf week9.key
10Oct. 26, 2017 Bootstrapping, More Confidence Intervals week10.pdf week10.key
11Nov. 2, 2017 Sample Means, CLT, Correlation week11.pdf week11.key
12Nov. 9, 2017 Linear Regression week12.pdf week12.key

Feel free to use and modify these slides, but please give me credit.



Videos

While teaching Data 8, I've created several walkthrough and review videos. Take a look at them here:

Created in Fall 2017:

Histograms Midterm Review

Summer 2017 Midterm Walkthrough

Spring 2017 Final Walkthrough

Created in Spring 2017:

Spring 2017 Midterm Walkthrough

Fall 2016 Midterm Walkthrough

Spring 2016 Final Walkthrough



Other Resources

Total Variation Distance – A Walkthrough

Causality Notes [Vasilis]