Schedule

Welcome to Data Sci for Lang & Mind, Spring 2023!

Announcements

Final Exam updated 3:07pm May 02. Due by May 08 at 11:59pm

Schedule

All assignments are due by Wednesday at 11:59pm unless otherwise noted!

W	Lecture	Read	Lab Assignment
1	Jan 12: No lecture! Attend your lab section on R or F	SM 1	Lab 1 Google Colab
2	Jan 17: Causation & experiments Slides | Video Jan 19: Programming in R Slides | Demo | Video	IT 2	Lab 2 R Basics
3	Jan 24: Data types Slides | Demo | Video Jan 26: Data tables Slides | Demo | Video	SM 2	Project Checkpoint 1
4	Jan 31: Tidy data Slides | Demo Feb 2: Data wrangling recap w June Demo	R4DS 12	Lab 3 Hello Data!
5	Feb 7: Data visualization Slides | Demo Feb 9: More data visualization Demo	R4DS 3	Lab 4 Data visualization
6	Feb 14: ggplot recap w June Demo Feb 16: Confidence intervals Slides | No demo	SM 3, SM 4, & SM 5	Project Checkpoint 2
7	Feb 21: Language of models Slides | No demo Feb 23: Model formulas and coefficients Slides | No demo	SM 6 & SM 7	Lab 5 CI and models
8	Feb 28: Fitting models to data No class today! Mar 2: Midterm review Practice midterm!	SM 8	No lab
9	Spring break! 🥳 No class		No lab
10	Mar 14: Fitting models to data & correlation! Slides | Demo Mar 16: Exam Q&A with June! Nothing due this week! Study for Midterm!	SM 9 & SM 10	Midterm (taken in lab)
11	Mar 21: Total and partial change Slides | Demo Mar 23: Modeling randomness	SM 11 & SM 12	Lab 6 Modeling applications
12	Mar 28: Confidence in models Slides | Demo Mar 30: Logic of hypothesis testing Slides | Demo	SM 13 & SM 14	Lab 7 Hypothesis testing
13	Apr 4: Hypothesis testing on whole models Slides Apr 6: Hypothesis testing on parts of models Slides Extended deadline for Lab 9: due Monday Apr 10 for Passover!
14	Apr 11: Advanced R TBD with June Apr 13: Advanced R TBD with June	SM 15 & SM 16	Project Checkpoint 3 (released Mon Apr 10)
15	Apr 18: Non-parametric approaches Slides | Demo Apr 20: Logistic regression Slides | Demo	TBD	Lab 8 Final lab
16	Apr 25: Last class! Final exam review Slides | Demo Apr 27: No class, reading period 📚		No lab
17	Final exam (date/time TBD)		Final - updated 3:07pm May 02