zd123 / 2021-fall-data-science

2021-Fall-Data-Science

2021-fall-data-science

2021-Fall-Data-Science

Zoom Links

• Thursday's 6:30-9:00 Class
• Friday's 3:00-5:30 Class

Office Hours

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

Lecture Recordings

• Link To Lecture Recordings

Submitting Homeworks

• Thursday's HW Submission Sheet
• Friday's HW Submission Sheet

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.