Week | Date | Lectures and Reading | Due Dates | ||||||
01 | Aug. 27 |
Syllabus and Introductions, Lecture 1: Python Workshop |
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02 | Sep. 03 | Lecture 1: Python Workshop + Lecture 2: NumPy | |||||||
03 | Sep. 10 | Lecture 3: Pandas | HW01 Due | ||||||
04 | Sep. 17 | Lecture 4: Data Wrangling | |||||||
05 | Sep. 24 | Lecture 5: Unstructured/Semi-structured Data | |||||||
06 | Oct. 01 | Lecture 6: NoSQL Workshop |
HW02 Due | ||||||
07 | Oct. 08 | Mid-Term |
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08 | Oct. 15 | No
Classes - Fall Break |
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09 | Oct. 22 | Lecture 7: Text Data Analysis and Inference | HW03 Due | ||||||
10 | Oct. 29 | Lecture 8: Evaluations | |||||||
11 | Nov. 05 | Lecture 9: Machine Learning on Data | |||||||
12 | Nov. 12 | Lecture 9: Machine Learning on Data | HW04 Due | ||||||
13 | Nov. 19 | Lecture 10: Delivering Results | |||||||
14 | Nov. 26 | Lecture 11: Recommender Systems + Final Revision | |||||||
15 | Dec. 03 |
Final Exam, 4.00 pm - 6.00 pm | HW05 Due (December 06) |