| lecture date |
notes |
ready? |
description |
reading |
| 2019-04-02 |
lect01 |
true |
Introductions and Course Overview |
|
| 2019-04-04 |
lect02 |
false |
|
|
| 2019-04-09 |
lect03 |
true |
Introduction to Pandas |
Chapters 1, 2, 3 |
| 2019-04-11 |
lect04 |
true |
More Pandas |
Lec03 notebook & links |
| 2019-04-16 |
lect05 |
true |
Python Data Types and Data Cleaning |
Python Data File Formats |
| 2019-04-18 |
lect06 |
true |
Data Visualization |
Fundamentals of Data Visualization |
| 2019-04-23 |
lect07 |
true |
Exploratory Data Analysis and Dimension Reduction |
|
| 2019-04-25 |
lect08 |
false |
|
|
| 2019-04-30 |
lect09 |
false |
|
|
| 2019-05-02 |
lect10 |
false |
|
|
| 2019-05-07 |
lect11 |
false |
|
|
| 2019-05-09 |
lect12 |
false |
|
|
| 2019-05-14 |
lect13 |
true |
Text Processing (strings, regex, nltk) |
|
| 2019-05-16 |
lect14 |
true |
NLTK text processing pipeline; text representations |
|
| 2019-05-21 |
lect15 |
true |
Evidation Case Study |
|
| 2019-05-23 |
lect16 |
true |
Supervised Machine Learning: Linear Regression + RANSAC |
|
| 2019-05-28 |
lect17 |
false |
|
|
| 2019-05-30 |
lect18 |
false |
|
|
| 2019-06-04 |
lect19 |
false |
|
|
| 2019-06-06 |
lect20 |
false |
|
|