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This site is for the Spring 2023 offering of DSC 10. The content and syllabus for the Fall 2023 offering of DSC 10 will be different from what you see here, but feel free to look around to see how a past version of this course was run. Check back on Thursday, September 27 for an up-to-date version for Fall 2023.

Principles of Data Science

DSC 10, Spring 2023 at UC San Diego

Suraj Rampure

Lectures: MWF 12-12:50PM (A) and 1-1:50PM (B), Center Hall 109

The Final Exam is on Saturday 6/10 from 7-10PM! Read this post on Ed for all the details.

  • If at least 80% of the class fills out both CAPEs and the End-of-Quarter Survey by Saturday 6/10 at 8AM, then we will add 0.5% of extra credit to everyone’s overall grade. We’re currently only at 51% for CAPEs and 36% for the End-of-Quarter Survey!
  • While studying, refer to these brand-new tutor-created videos and guides and the Diagrams tab on the course website.

Below, you can open β€œstatic” versions of each lecture by clicking the ✏️ emojis and watch podcasts by clicking the πŸŽ₯ emojis.

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Week 5 – Midterm Exam πŸ§ͺ

Mon May 1

LEC 13 Distributions and Sampling ✏️

πŸŽ₯ β€’ CIT 10-10.4

Tue May 2

HW 3 DataFrames, Control Flow, and Probability

Wed May 3

LEC 14 Midterm Review (blank, filled)

12PM πŸŽ₯, 1PM πŸŽ₯

DIS 5 Probability and Simulation


Fri May 5

Exam Midterm Exam (in class)

SUR Mid-Quarter Survey (due 12PM!)

Week 6 – Hypothesis Testing
There won't be live lecture on Wednesday or Friday, since Suraj is at a conference. Notebooks and videos for those lectures have already been posted below. On Wednesday from 1-1:50PM in Center 109, tutors will take up common misconceptions from the Midterm Exam.

Mon May 8

LEC 15 Models and Viewpoints ✏️

πŸŽ₯ β€’ CIT 11.0-11.1

Β Β The audio in the podcast died; refer to this podcast from Fall 2022.

Tue May 9

PROJ Midterm Project (see partner guidelines)

Wed May 10

LEC 16 Hypothesis Testing ✏️ (no live lecture)

πŸŽ₯ β€’ CIT 11.2-11.4

Β Β Β Β Β Β Β Β Β Β Β Β Β Β Β Β Β Β Β Midterm Recap Session πŸŽ₯

DIS 6 Hypothesis Testing


Fri May 12

LEC 17 TVD, Permutation Testing ✏️ (no live lecture)

πŸŽ₯ β€’ CIT 12.0-12.1

Sat May 13

Lab 4Simulation, Sampling, and Hypothesis Testing

Week 10 – Review

Mon Jun 5

LEC 26 Residuals and Inference ✏️

πŸŽ₯ β€’ CIT 15.5-16.3

Tue Jun 6

PROJ Final Project (see partner guidelines)

Wed Jun 7

LEC 27 Winter 2023 Final Review (blank PDF, filled PDF)

12PM πŸŽ₯, 1PM πŸŽ₯

DIS 10 Regression

Fri Jun 9

LEC 28 Review, Conclusion (blank, 12PM, 1PM) ✏️


Sat Jun 10

Exam Final Exam (7-10PM)

SUR End-of-Quarter Survey + CAPEs (due 8AM)