zd123 / 2022-fall-data-science

2022-fall-data-science

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2022-fall-data-science

2022-fall-data-science

Zoom Links

Office Hours

Slack the instructor for a private video meeting link.

  • Zack DeSario's
    • Tuesdays 5:30-6:30pm
    • Fridays 2:30-3:30pm
  • TA Tyron Samaroo
    • Tuesday 6:30-8:30pm
  • TA Jon Chery
    • Monday and Wednesday 9:00-10:00pm
  • TA Seth Marcus
    • Monday and Wednesday 2:00-3:00pm

Homework Submission Sheets

General reference / cool sites

  1. #awesome-datascience
  2. List of datasets

Syllabus

  • Week 01 [08/26 - 08/30]: Introduction to Data Science & working with Data in Pandas
  • Week 02 [09/06 - 09/09]: Exploratory Data Analysis and Visualizations
  • Week 03 [09/13 - 09/16]: Introduction to Machine Learning & Classification
  • Week 04 [09/20 - 10/23]: Linear Regression / Regressors + In-Class Workshop
  • Week 05 [09/27 - 10/07]: Decision Trees and Random Forest Classifiers
  • Week 06 [10/11 - 10/14]: Image Classifiers
  • Week 07 [10/18 - 10/21]: Natural Language Processing
  • Week 08 [10/25 - 10/28]: Data Visualization
  • Week 09 [11/01 - 11/04]: Project Presentations + AB Testing
  • Week 10 [11/08 - 11/11]: Neural Networks
  • Week 11 [11/15 - 11/18]: IN PERSON CLASS 😃 App Building with Streamlit + In-Class Workshop
  • Week XX [11/22 - 11/25]: NO CLASS
  • Week 12 [11/29 - 12/02]: Neural Networks and Project Time
  • Week 13 [12/06 - 12/09]: DRESS REHEARSAL MVP In Class Presentations + Projects Time After
  • Week 14 [12/14]: Demo Night Wed 5:30 - 7:00 Must be logged in at 5:00!!

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2022-fall-data-science


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