Spring 2021 Data Science Repo

Office Hours

Do this first step only once to link your fork with the main repo:
- git remote add upstream https://github.com/CUNYTechPrep/2021-spring-data-science.git
Then every week, run these commands below to get the new files.
1. git fetch upstream
2. git merge upstream/master

Week 01: Introduction to Data Science & working with Data in Pandas
Week 02: Exploratory Data Analysis and Visualizations
Week 03: SQL
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: [04-22/23] AB Testing
Week 11: [04-29/30] Flask & Projects Week 1
Week 12: [05-06/07] Projects Week 2
Week 13: [05-13/14] Projects Week 3 (MVP In Class Presentations)
Week 14: [05-18 5:30 - 7:00] No class just Virtual Dress Rehearsal: Meeting Link
Week 15: [05-26 5:30 - 7:00] Demo Night

Note, coursework and lessons may be subject to change based on class needs.

Name		Name	Last commit message	Last commit date
Latest commit History 28 Commits
Setup		Setup
Week-1-Pandas		Week-1-Pandas
Week11-AB-Testing		Week11-AB-Testing
Week11-Flask-Web-App		Week11-Flask-Web-App
Week2-EDA		Week2-EDA
Week3-SQL		Week3-SQL
Week4-ML-Intro-Classification		Week4-ML-Intro-Classification
Week5-RandomForest		Week5-RandomForest
Week6-Regression		Week6-Regression
Week7-NLP		Week7-NLP
Week8-Image-Classification		Week8-Image-Classification
Week9-Neural-Networks		Week9-Neural-Networks
README.md		README.md