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CS220 recordings
Fall2022: Python3 (anaconda) installation on Windows
Fall2022: Python3 (anaconda) installation on MAC
[CS 220 / CS319 Spring 2021] LEC 40 Video 1: Bar plots using dataframes - fire hydrant analysis
[CS 220 / CS319 Spring 2021] LEC 36 Video 2: Worksheet problem 8 to 11
[CS 220 / CS319 Spring 2021] LEC 36 Video 2: Worksheet problem 5 to 7
[CS 220 / CS319 Spring 2021] LEC 36 Video 2: Worksheet problem 2 to 4
[CS 220 / CS319 Spring 2021] LEC 36 Video 1: Worksheet problem 1 + review
[CS 220 / CS319 Spring 2021] LEC 35 Video 4: group by with other clauses
[CS 220 / CS319 Spring 2021] LEC 35 Video 5: having clause
[CS 220 / CS319 Spring 2021] LEC 35 Video 3: group by simple examples
[CS 220 / CS319 Spring 2021] LEC 35 Video 2: Aggregation / Summarization
[CS 220 / CS319 Spring 2021] LEC 35 Video 1: Review examples
[CS 220 / CS319 Spring 2021] LEC 34 Video 5: Demo 1 and demo 2
[CS 220 / CS319 Spring 2021] LEC 34 Video 4: SQL clauses
[CS 220 / CS319 Spring 2021] LEC 34 Video 3: bus.db basic SQL query demo
[CS 220 / CS319 Spring 2021] LEC 34 Video 2: sqlite3 module
[CS 220 / CS319 Spring 2021] LEC 34 Video 1: Databases intro
[CS 220 / CS319 Spring 2021] LEC 33 Video 4: Demo - stage 3
[CS 220 / CS319 Spring 2021] LEC 33 Video 3: Demo - stage 2
[CS 220 / CS319 Spring 2021] LEC 33 Video 2: Demo - stage 1
[CS 220 / CS319 Spring 2021] LEC 33 Video 1: BeautifulSoup intro
[CS 220 / CS319 Spring 2021] LEC 32 Video 4: Demo 2 - Amazon reviews
[CS 220 / CS319 Spring 2021] LEC 32 Video 5: More html tags
[CS 220 / CS319 Spring 2021] LEC 32 Video 3: Hyperlink tags intro
[CS 220 / CS319 Spring 2021] LEC 32 Video 2: Demo 1 - shopping.html
[CS 220 / CS319 Spring 2021] LEC 32 Video 1: HTML intro
[CS 220 / CS319 Spring 2021] LEC 31 Video 5: state populations demo
[CS 220 / CS319 Spring 2021] LEC 31 Video 4: reddit demo
[CS 220 / CS319 Spring 2021] LEC 31 Video 3: requests module - simple demos
[CS 220 / CS319 Spring 2021] LEC 31 Video 2: HTTP
![[CS 220 / CS319 Spring 2021] LEC 40 Video 1: Bar plots using dataframes - fire hydrant analysis](https://ricktube.ru/thumbnail/-p58ANMBfy4/mqdefault.jpg)
![[CS 220 / CS319 Spring 2021] LEC 36 Video 2: Worksheet problem 8 to 11](https://ricktube.ru/thumbnail/xVyfD5kiNqo/mqdefault.jpg)
![[CS 220 / CS319 Spring 2021] LEC 36 Video 2: Worksheet problem 5 to 7](https://ricktube.ru/thumbnail/PLEl1oMopLk/mqdefault.jpg)
![[CS 220 / CS319 Spring 2021] LEC 36 Video 2: Worksheet problem 2 to 4](https://ricktube.ru/thumbnail/BQmabjLwJIk/mqdefault.jpg)
![[CS 220 / CS319 Spring 2021] LEC 36 Video 1: Worksheet problem 1 + review](https://ricktube.ru/thumbnail/1f5q0aJp01k/mqdefault.jpg)
![[CS 220 / CS319 Spring 2021] LEC 35 Video 4: group by with other clauses](https://ricktube.ru/thumbnail/dJCXgIxzrRI/mqdefault.jpg)
![[CS 220 / CS319 Spring 2021] LEC 35 Video 5: having clause](https://ricktube.ru/thumbnail/VftdTqcvum4/mqdefault.jpg)
![[CS 220 / CS319 Spring 2021] LEC 35 Video 3: group by simple examples](https://ricktube.ru/thumbnail/b63QFIcIa_g/mqdefault.jpg)
![[CS 220 / CS319 Spring 2021] LEC 35 Video 2: Aggregation / Summarization](https://ricktube.ru/thumbnail/zfQKiikOmyA/mqdefault.jpg)
![[CS 220 / CS319 Spring 2021] LEC 35 Video 1: Review examples](https://ricktube.ru/thumbnail/x8kEeB4E02o/mqdefault.jpg)
![[CS 220 / CS319 Spring 2021] LEC 34 Video 5: Demo 1 and demo 2](https://ricktube.ru/thumbnail/xibjQaRP0d4/mqdefault.jpg)
![[CS 220 / CS319 Spring 2021] LEC 34 Video 4: SQL clauses](https://ricktube.ru/thumbnail/7PHCS6NiW_M/mqdefault.jpg)
![[CS 220 / CS319 Spring 2021] LEC 34 Video 3: bus.db basic SQL query demo](https://ricktube.ru/thumbnail/yIIwCW0IMOE/mqdefault.jpg)
![[CS 220 / CS319 Spring 2021] LEC 34 Video 2: sqlite3 module](https://ricktube.ru/thumbnail/DLGFgwre7KA/mqdefault.jpg)
![[CS 220 / CS319 Spring 2021] LEC 34 Video 1: Databases intro](https://ricktube.ru/thumbnail/ajw5FEtkuu0/mqdefault.jpg)
![[CS 220 / CS319 Spring 2021] LEC 33 Video 4: Demo - stage 3](https://ricktube.ru/thumbnail/yP8_xsH8E74/mqdefault.jpg)
![[CS 220 / CS319 Spring 2021] LEC 33 Video 3: Demo - stage 2](https://ricktube.ru/thumbnail/j9uZoo0eJ2s/mqdefault.jpg)
![[CS 220 / CS319 Spring 2021] LEC 33 Video 2: Demo - stage 1](https://ricktube.ru/thumbnail/zST5zY3dGe8/mqdefault.jpg)
![[CS 220 / CS319 Spring 2021] LEC 33 Video 1: BeautifulSoup intro](https://ricktube.ru/thumbnail/BU08KSOOINM/mqdefault.jpg)
![[CS 220 / CS319 Spring 2021] LEC 32 Video 4: Demo 2 - Amazon reviews](https://ricktube.ru/thumbnail/zkLHjg2g6bU/mqdefault.jpg)
![[CS 220 / CS319 Spring 2021] LEC 32 Video 5: More html tags](https://ricktube.ru/thumbnail/FSvrkRZ7o5k/mqdefault.jpg)
![[CS 220 / CS319 Spring 2021] LEC 32 Video 3: Hyperlink tags intro](https://ricktube.ru/thumbnail/cN2JrOvoCZ0/mqdefault.jpg)
![[CS 220 / CS319 Spring 2021] LEC 32 Video 2: Demo 1 - shopping.html](https://ricktube.ru/thumbnail/ti4QlZNuxzc/mqdefault.jpg)
![[CS 220 / CS319 Spring 2021] LEC 32 Video 1: HTML intro](https://ricktube.ru/thumbnail/IzhiOm8P5uw/mqdefault.jpg)
![[CS 220 / CS319 Spring 2021] LEC 31 Video 5: state populations demo](https://ricktube.ru/thumbnail/LBPbh1K0urw/mqdefault.jpg)
![[CS 220 / CS319 Spring 2021] LEC 31 Video 4: reddit demo](https://ricktube.ru/thumbnail/cEo2FZWikEc/mqdefault.jpg)
![[CS 220 / CS319 Spring 2021] LEC 31 Video 3: requests module - simple demos](https://ricktube.ru/thumbnail/lWSrviRrKbY/mqdefault.jpg)
![[CS 220 / CS319 Spring 2021] LEC 31 Video 2: HTTP](https://ricktube.ru/thumbnail/cn7SKfYM8pc/mqdefault.jpg)