zd123 / 2022-fall-data-science

2022-fall-data-science

2022-fall-data-science

2022-fall-data-science

Zoom Links

• Tuesday's Class 6:30 - 9:00pm Zoom Link
• Friday's Class 12:00 - 2:30pm Zoom Link

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

• Tuesdays HW Submission Sheet
• Fridays HW Submission Sheet

Lecture Recordings

General reference / cool sites

0. #awesome-datascience
1. 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!!