Schedule

Note

The last date to commit and push any updates to previous labs, HWs, and challenges for mastery-based grading is March 20th by midnight.

Week Date Content Assignment Due?
1 Mon Jan 5 Course Intro N/A
1 Tues Jan 6 Laptop setup, Github Clasroom workflow, quarto, Python notebooks push lab 01 at least once
1 Wed Jan 6 Python essentials, dataframes, meet polars push updated lab 01 at least once
2 Mon Jan 12 Two cultures of statistics, sampling theory skim readings for Wed Jan 14
2 Tues Jan 13 Data visualization, meet seaborn & matplotlib push lab 02 at least once
2 Wed Jan 14 What is a model? Model-based thinking push HW 1 by Tues Jan 20
3 Mon Jan 19 No class holiday -
3 Tues Jan 20 HW 1 review; Python Q&A push HW 1 by 1pm
3 Wed Jan 21 Hypothesis testing as model comparison -
4 Mon Jan 26 Statistics for Hackers: Resampling approaches N/A
4 Tues Jan 27 Monte-carlo simulation & bootstrap resampling push lab 03 at least once
4 Wed Jan 28 Permutation testing & cross-validation push HW 2 by Midnight Mon Feb 1
5 Mon Feb 2 No class, prospective interviews N/A
5 Tues Feb 3 HW 2 review; GLM Foundations -
5 Wed Feb 4 GLM II checkout linear algebra materials for Mon Feb 9
6 Mon Feb 9 GLM III -
6 Tues Feb 10 Meet bossanova push lab at least once
6 Wed Feb 11 Final Project planning push lab at least once
7 Mon Feb 16 No class holiday -
7 Tues Feb 17 Class cancelled -
7 Wed Feb 18 Class cancelled -
8 Mon Feb 23 GLM IV Review readings for tomorrow’s discussion
8 Tues Feb 24 GLM Discussion & Lab -
8 Wed Feb 25 GLM VI push lab at least once
9 Mon Mar 2 Marginal effects & GLMs -
9 Tues Mar 3 Lab Review Final Project Proposal Due
9 Wed Mar 4 Lab Logistic Regression push challenge.py notebook by Midnight Mon Mar 9
Tentative schedule
Week Date Content Assignment Due?
10 Mon Mar 9 LMMs -
10 Tues Mar 10 LMMs lab; Proposal Review -
10 Wed Mar 11 Course Wrap-Up; final project time -
FW Tues Mar 17 Final Project Deadline push Final Project
FW Friday Mar 19 Last day to push to any labs/hws/challenges -