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2023 Fall Data Science class repo for CUNY Tech Prep (CTP)

Zoom Class Links

These links are also pinned to the top of your class slack channel.

HW Submission sheets

You have HW almost every week. HW is due anytime before the next class. You have pre-class work and postclass work. There are detailed instructions below on how to correctly submit your HW.

Instructor and TA info

  • Zack DeSario (Fridays)
    • TA Georgios Ioannou (12:30)
    • TA Steven Smith (3:30)
  • Carlos Tavarez (Tuesdays)
    • TA Georgios Ioannou

Office Hours - DM us and we will send a private meeting link.

You are allowed to go to anyone's office hours. Meaning, you are not limited to just your TA and your instructors office hours.

Zack's Office Hours:

  • Tuesday's 2-3pm
  • Thursday's 1-2pm

Carlos' Office Hours:

  • Wednesday’s 7-8pm
  • Thursday’s 7-8pm

Georgios' Office Hours:

  • Fridays 11:30 AM - 12:30 PM
  • Fridays 3:00 PM - 4:00 PM

Steven's Office Hours:

  • Mondays 12:00 PM - 1:00 PM
  • Tuesdays 12:00 PM - 1:00 PM

Lecture Recordings

Remember, if you cannot access this lecture recordings doc, that means you are not using the email account you gave us. Only the email address you associated with CTP has access to this doc.

Calendar and Syllabus

Note, these are subject to change based on class needs and instructors discretion

  • Week 01 [Aug 29 - Sep 01]: Pandas
  • Week 02 [Sep 05 - 08]: Data Visualization, EDA, and Github
  • Week 03 [Sep 12 - 15]: Intro to ML
  • Week 04 [Sep 19 - 22]: CC, Project Ideation, AI
  • Week 05 [Sep 26 - 29]: Dashboards
  • Week 06 [Oct 03 - 06]: Regression
  • Week XX [Oct 10 - 13] NO CLASS THIS WEEK
  • Week 07 [Oct 17 - 20]: Decision Trees / Random Forest
  • Week 08 [Oct 24 - 27]: NLP
  • Week 09 [Oct 31 - Nov 3]: Neural Networks 1
  • Week 10 [Nov 07 - 10]: Neural Networks 2
  • Week 11 [Nov 14 - 17]: IN PERSON - CC + Project Time [No Lecture]
  • Week XX [Nov 21 - 24] NO CLASS THIS WEEK
  • Week 12 [Nov 28 - Dec 01]: IN PERSON - Project Demos + Project Time [No Lecture]
  • Week 13 [Dec 05 - 08]: Final Project Demos and Curriculum Review

Detailed Instructions For Submitting HWs

You have HW almost every week. HW is due anytime before the next class. You have pre-class work and post-class work.

Post-class HW Is usually the is Exercise-DONT-EDIT-MAKE-COPY.ipynb file.

  1. First make a copy of that file, rename it Exercise-[YOUR-INITIALS].ipynb.
  2. Complete the assignment and extra credit if you feel like being extra awesome.
  3. Git add, commit, and push your Exercise-[YOUR-INITIALS].ipynb to your github.
  4. Open your github page in your browser. Navigate to the file you just edited. Open that file. Then copy that pages URL and paste it next to your name in your HW Submission sheet under the week it was assigned.

Pre-Class HW Is usually a reading or video and small exercise. You don't have to hand in the exercise, rather all you have to do is reply in line to that weeks slack message about this class prework with just one thing you learned, thought was cool, or found interesting THAT HAS YET TO BE MENTIONED IN THE PREVIOUS REPLYS.

  • Replying to the message means hovering over the message and click the ‘reply in thread’ message looking icon and type your response in there.
  • Once you have replied, hover on your message, click the vertical '...' options thing. Then click, "Copy Link".
  • Now paste that link to your message next to your name in the HW Submission sheet in the Week-X-Prework column.

Extra-Extra Credit

Here is a list of random tasks / problems / ideas that I come across that I cannot fit into the curriculum but are still important.