2021-Fall-Data-Science
- Instructor Zack
- Thursday's 5:30-6:30
- Friday's 2:00-3:00
- TA Julia
- TBD
- TA Steve
- TBD
- Do this first step only once to link your fork with the main repo:
git remote add upstream https://github.com/CUNYTechPrep/2021-fall-data-science.git
- Then every week, run these commands below to get the new files.
git fetch upstream
git merge upstream/master
- Week 01 [9/2 - 9/3]: Introduction to Data Science & working with Data in Pandas
- Week XX [9/9 - 9/10]: No Class
- Week 02: Exploratory Data Analysis and Visualizations
- Week 03: Data Visualization using Plotly
- Week 04: Introduction to Machine Learning & Classification
- Week 05: Decision Trees and Random Forest Classifiers
- Week 06: Linear Regression / Regressors
- Week 07: Natural Language Processing
- Week 08: Image Classifiers
- Week 09: Neural Networks
- Week 10: AB Testing
- Week 11: Flask & Projects Week 1
- Week 12: Projects Week 2
- Week 13: Projects Week 3 (MVP In Class Presentations)
- Week 14: No class just Virtual Dress Rehearsal.
- Week 15: Demo Night
Note, coursework and lessons may be subject to change based on class needs.