| 0 |
1/8 |
Syllabus and Introduction |
Slides |
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| 1 |
1/13-15 |
Introduction to Data Science and R |
Slides |
Lab |
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| 2 |
1/20-22 |
Version Control & Reproducible Research |
Slides |
Lab |
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| 3 |
1/27-29 |
Exploratory data analysis |
Slides |
Lab |
HW1 |
| 4 |
2/3-5 |
Data visualization |
Slides |
Lab |
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| 5 |
2/10-12 |
Data Cleaning and Wrangling |
Slides |
Lab |
HW2 |
| 6 |
2/17-19 |
Text Mining & Sentiment Analysis |
Slides |
Lab |
Midterm Project |
| 7 |
2/24-26 |
Scraping, APIs, and Regular Expressions |
Slides |
Lab |
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3/3-5 |
NO CLASS - SPRING RECESS |
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| 8 |
3/10-12 |
Efficiency and High Performance Computing |
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Lab 8 |
HW3 |
| 9 |
3/17-19 |
SQL and Managing Big Data |
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Lab 9 |
Final Project |
| 10 |
3/24-26 |
Interactive Visualization |
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Lab 10 |
HW4 |
| 11 |
3/31-4/2 |
Building a Website with Quarto and GitHub |
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Lab 11 |
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| 12 |
4/7-9 |
Special Topics |
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Final Project Workshop |
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| 13 |
4/14-16 |
Special Topics |
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| 14 |
4/21 (NO CLASS ON 4/23) |
Final Project Presentations |
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