/2021-fall-data-science

2021-Fall-Data-Science

Primary LanguageJupyter Notebook

2021-fall-data-science

2021-Fall-Data-Science

Zoom Links

Office Hours

  • Instructor Zack
    • Thursday's 5:30-6:30
    • Friday's 2:00-3:00
  • TA Julia
    • TBD
  • TA Steve
    • TBD

Lecture Recordings

Submitting Homeworks

Updating your fork

  • 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.
    1. git fetch upstream
    2. git merge upstream/master

Course Overview

  • 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.