| 1 |
21 Jan |
Introduction
;
HTA presentation
|
Zoom
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| 2 |
26 Jan |
Database and SQL 1
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Zoom
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| 3 |
28 Jan |
Database and SQL 2
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Zoom
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| 4 |
2 Feb |
Database and SQL 3
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Zoom
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| 5 |
4 Feb |
Data Cleaning
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Zoom
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| 6 |
9 Feb |
Web Scraping
|
Zoom
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| 7 |
11 Feb |
Wrap-up on Web Scraping and Data Cleaning
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Zoom
|
|
16 Feb |
NO CLASS |
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| 8 |
18 Feb |
MapReduce
|
Zoom
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| 9 |
23 Feb |
Hypothesis Testing: Introduction
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Zoom
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| 10 |
25 Feb |
Hypothesis Testing: Statistical Tests, p-values
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Zoom |
| 11 |
2 Mar |
Hypothesis Testing: Interpreting p-values, Linear Regression
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Zoom |
| 12 |
4 Mar |
Hypothesis Testing: Non-parametric Testing
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Zoom |
| 13 |
9 Mar |
Hypothesis Testing: Multiple Hypothesis Testing
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Zoom |
| 14 |
11 Mar |
Data Visualization
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Zoom
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| 15 |
16 Mar |
Introduction to Machine Learning
|
Zoom |
| 16 |
18 Mar |
Unsupervised Learning
,
Class Code (Gradient Descent)
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Zoom
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| 17 |
23 Mar |
More Unsupervised Learning
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Zoom
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| 18 |
25 Mar |
Supervised Learning - Classification,
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| 19 |
30 Mar |
Data Privacy Intro + Differential Privacy
|
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| 20 |
1 Apr |
Differential Privacy and Adaptive Data Analysis
|
Zoom |
| 21 |
6 Apr |
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Not Out |
| 22 |
8 Apr |
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Not Out |
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13 Apr |
NO CLASS |
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