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DSC 40A

Theoretical Foundations of Data Science I 🧠

DSC 40A, Winter 2022 at UC San Diego

Janine Tiefenbruck

Janine Tiefenbruck

she/her

jlobue@ucsd.edu

Welcome! Please start by reading this website, especially the syllabus and the schedule below. To join course meetings, group work sessions, and office hours, click the button below:

Join Zoom

FINAL EXAM LOCATION: The final exam will be held in person in Mandeville B-210. Here’s a map.

Week 1

Jan 3

MEET 10am: A00 Class Meeting 🎦

MEET 11am: B00 Class Meeting 🎦

Jan 5

GROUP 10am: Groupwork Session

GROUP 11am: Groupwork Session

GROUP 5pm: Groupwork Session

GROUP 6pm: Groupwork Session

GROUP 11:59pm: Groupwork 1 Due

Jan 9

VID Watch Video 1. Blank slides. Filled slides.

📖 Ch.1 Pg.1-6

VID Watch Video 2. Blank slides. Filled slides.

📖 Ch.1 Pg.6-8

VID Watch Video 3. Blank slides. Filled slides.

📖 Ch.1 Pg.8-10

VID Watch Video 4. Blank slides. Filled slides.

📖 Ch.1 Pg.10-12

Week 2

Jan 10

GROUP 10am: Groupwork Session

GROUP 11am: Groupwork Session

GROUP 5pm: Groupwork Session

GROUP 6pm: Groupwork Session

GROUP 11:59pm: Groupwork 2 Due

Jan 12

MEET 10am: A00 Extra Practice ✍️🎦

MEET 11am: B00 Extra Practice ✍️🎦

Jan 14

MEET 10am: Janine’s Office Hours

MEET 11am: Janine’s Office Hours

HW 11:59pm: Homework 1 Due

Jan 16

VID Watch Video 5. Blank slides. Filled slides.

📖 Ch.1 Pg.12-16

VID Watch Video 6. Blank slides. Filled slides.

📖 Ch.1 Pg.16-17

VID Watch Video 7. Code.

VID Watch Video 8. Blank slides. Filled slides.

📖 Supplement

Week 3

Jan 19

GROUP 10am: Groupwork Session

GROUP 11am: Groupwork Session

GROUP 5pm: Groupwork Session

GROUP 6pm: Groupwork Session

GROUP 11:59pm: Groupwork 3 Due

Jan 21

MEET 10am: Janine’s Office Hours

MEET 11am: Janine’s Office Hours

HW 11:59pm: Homework 2 Due

Jan 23

VID Watch Video 9. Blank slides. Filled slides.

📖 Ch.2 Pg.1-4

VID Watch Video 10. Blank slides. Filled slides.

📖 Ch.2 Pg.4-7

VID Watch Video 11. Blank slides. Filled slides.

VID Watch Video 12. Blank slides. Filled slides.

📖 Ch.2 Pg.7-9

Week 4

Jan 24

GROUP 10am: Groupwork Session

GROUP 11am: Groupwork Session

GROUP 5pm: Groupwork Session

GROUP 6pm: Groupwork Session

GROUP 11:59pm: Groupwork 4 Due

Jan 26

MEET 10am: A00 Extra Practice✍️🎦

MEET 11am: B00 Extra Practice✍️🎦

Jan 28

MEET 10am: Janine’s Office Hours

MEET 11am: Janine’s Office Hours

HW 11:59pm: Homework 3 Due

Jan 30

VID Watch Video 13. Blank slides. Filled slides.

📖 Ch.2 Pg.9-11

VID Watch Video 14. Blank slides. Filled slides.

📖 Ch.2 Pg.11-14

VID Watch Video 15. Blank slides. Filled slides. Code.

📖 Ch.2 Pg.14-15

VID Watch Video 16. Blank slides. Filled slides. Code.

📖 Ch.2 Pg.15-19

Week 5

Jan 31

GROUP 10am: Groupwork Session

Hybrid

GROUP 11am: Groupwork Session

Hybrid

GROUP 5pm: Groupwork Session

Remote

GROUP 6pm: Groupwork Session

Remote

GROUP 11:59pm: Groupwork 5 Due

Feb 2

MEET 10am: Extra Practice✍️🎦

Remote

MEET 11am: Extra Practice✍️🎦

In-Person

Feb 4

MEET 10am: Janine’s Office Hours

Remote

MEET 11am: Janine’s Office Hours

Remote

HW 11:59pm: Homework 4 Due

Feb 6

VID Watch Video 17. Blank slides. Filled slides.

VID Watch Video 18. Blank slides. Filled slides.

Week 6

Feb 7

MEET 10am: Midterm 1 Review (Janine) 🎦

Remote

MEET 11am: Midterm 1 Review (Janine) 🎦

In-Person

MEET 5pm: Midterm 1 Review (Natalie) 🎦

Remote

MEET 6pm: Midterm 1 Review (Natalie) 🎦

Remote

Feb 9

EXAM 10am: A00 Midterm 1

In-Person

EXAM 11am: B00 Midterm 1

In-Person

Feb 11

MEET 10am: Midterm 1 Solutions Review 🎦

Remote

MEET 11am: Midterm 1 Solutions Review 🎦

In-Person

Feb 13

VID Watch Video 19. Blank slides. Filled slides.

VID Watch Video 20. Blank slides. Filled slides.

VID Watch Video 21. Blank slides. Filled slides.

Week 7

Feb 14

GROUP 10am: Groupwork Session

Hybrid

GROUP 11am: Groupwork Session

Hybrid

GROUP 5pm: Groupwork Session

Remote

GROUP 6pm: Groupwork Session

Remote

GROUP 11:59pm: Groupwork 6 Due

Feb 16

MEET 10am: Extra Practice✍️🎦

Remote

MEET 11am: Extra Practice✍️🎦

In-Person

Feb 18

MEET 10am: Janine’s Office Hours

Remote

MEET 11am: Janine’s Office Hours

Remote

HW 11:59pm: Homework 5 Due

Feb 20

VID Watch Video 22. Blank slides. Filled slides.

VID Watch Video 23. Blank slides. Filled slides.

VID Watch Video 24. Blank slides. Filled slides.

Week 8

Feb 23

GROUP 10am: Groupwork Session

Hybrid

GROUP 11am: Groupwork Session

Hybrid

GROUP 5pm: Groupwork Session

Remote

GROUP 6pm: Groupwork Session

Remote

GROUP 11:59pm: Groupwork 7 Due

Feb 25

MEET 10am: Janine’s Office Hours

Remote

MEET 11am: Janine’s Office Hours

Remote

HW 11:59pm: Homework 6 Due

Feb 27

VID Watch Video 25. Blank slides. Filled slides.

VID Watch Video 26. Blank slides. Filled slides.

VID Watch Video 27. Blank slides. Filled slides.

Week 9

Feb 28

GROUP 10am: Groupwork Session

Hybrid

GROUP 11am: Groupwork Session

Hybrid

GROUP 5pm: Groupwork Session

Remote

GROUP 6pm: Groupwork Session

Remote

GROUP 11:59pm: Groupwork 8 Due

Mar 2

MEET 10am: Extra Practice✍️🎦

Remote

MEET 11am: Extra Practice✍️🎦

In-Person

Mar 4

MEET 10am: Janine’s Office Hours

Remote

MEET 11am: Janine’s Office Hours

Remote

HW 11:59pm: Homework 7 Due

Week 10

Mar 7

MEET 10am: Midterm 2 Review (Janine) ✍️🎦

Remote

MEET 11am: Midterm 2 Review (Janine) ✍️🎦

In-Person

MEET 5pm: Midterm 2 Review (Natalie) ✍️🎦

Remote

MEET 6pm: Midterm 2 Review (Natalie) ✍️🎦

Remote

Mar 8

EXAM 11:59pm: Midterm 2 Due

Remote

Mar 9

MEET 10am: Midterm 2 Solutions Review 🎦

Remote

MEET 11am: Midterm 2 Solutions Review 🎦

In-Person

Mar 11

MEET 10am: Final Review ✍️🎦

Remote

MEET 11am: Final Review ✍️🎦

In Person

Mar 12

EXAM 8:10-9am: Final, Part 1

In-Person

EXAM 9:20-10:50am: Final, Part 2

In-Person