DS3002 Data Science Systems
Jason Williamson 
School of Data Science
University of Virginia, Spring 2021
Course Schedule
| # | Date | Topics(s) | |
Read / Watch / Labs | |
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| 00 | |
Student Survey |  Take the Survey
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| 01 | 01/29/2022 | Course introduction: Data Engineering Basics |  Netflix Data Analytics  Data Engineering - Parts I/II/III Labs  Install MySQL (your choice) or Install MySQL Workbench 
Intro to Gitk |
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| 02 | 1/24/2022 | Intro to Databases, Design of Relational Databases | Intro to SQL SlidesHandout txt files for class MySQL Cheat Sheet Additional Data Assets |
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| 03 | 1/31/2022 | Introduction to SQL |
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| 04 | 2/7/2022 | Hands on SQL with Python |
Python Basics Intro Python and Kaggle Intro
to Python Book SQL Lite Python Code Examples |
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| 2/14/2022 | Lab 2 | Grab the
lab |
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| 2/14/2022 | Data Warehouse and OLAP | OLAP Reading |
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| 2/21/2022 | Quiz 1 Released -> It is live in Collab Project One Live | Grap the project |
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| 07 | 2/28/2022 | Consuming APIs | What is an API? API Overview Github API + Data Science JSON
Overview  GitHub API |
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| 08 | 3/14/2022 | NoSQL & Unstructured Data |
Intro to NoSQL
MongoDB in 30 Minutes
Hands-On MongoDB |
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| 3/16/2022 | Project Due | Take the Quiz |
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| 10 | 3/21/2022 | Catch up/Hands on NOSQL | |
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| 3/23/2022 | Quiz 2 Released(DELAYED. Working on AWS/Cloud S3) |
AWS Labs /b> |
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| 4/4/2022 | Data Lakes With Data Bricks & Delta Lakes |
https://www.youtube.com/watch?v=y91r_DLMEq8 |
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| 13 | 4/11/2022 | Putting it all together | Project 2 Release (Due May 7th @ Noon) |
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| 4/13/2022 | Take the Quiz(Optional) |
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| 14 | 4/18/2022 | Wrapping Up | |
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| 5/2/2022 | Last Class |
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