Course Schedule
Date | Event |
---|---|
Week 1 |
|
Jan. 17 |
Holiday (No Lecture) - Martin Luther King Jr. Day
|
Jan. 19 | What is Data Science? and Types of Data |
Jan. 21 | Experimental Design and Blocking & Python for Data Science: Introduction to DataFrames |
Week 2 |
|
Jan. 24 | Row Selection with DataFrames |
Jan. 26 | Observational Studies, Confounders and Stratification |
Jan. 28 | Simpson's Paradox |
Week 3 |
|
Jan. 31 | Conditionals on DataFrames |
Feb. 2 | Conditionals on DataFrames & Exploratory Data Analysis (EDA) |
Feb. 4 | Descriptive Statistics |
Week 4 |
|
Feb. 7 | Grouping Data |
Feb. 9 | Histograms & Boxplots |
Feb. 11 | Visualizations in Python |
Week 5 |
|
You will take your Midterm 1 exam in the CBTF anytime from Feb. 15 - Feb. 17. (You can begin to sign up for a slot on Feb 3.) Also, Happy Valentine's Day! <3 | |
Feb. 14 | Probability Introduction |
Feb. 16 | Random Numbers in Python |
Feb. 18 |
No lecture today, enjoy your day off! :)
|
Week 6 |
|
Feb. 21 | Multiplication Rule |
Feb. 23 | Addition Rule |
Feb. 25 | Conditional Probability |
Week 7 |
|
Feb. 28 | Bayes' Rule |
Mar. 2 | Simulation Introduction |
Mar. 4 | For-Loops and Simple Simulation in Python |
Week 8 |
|
Mar. 7 | Sample Space and State Space |
Mar. 9 | Conditionals in Python |
Mar. 11 | Functions in Python and Project 1 Introduction |
Week 9 |
|
Mar. 14 |
Holiday (Spring Break) - No Lecture!
|
Mar. 16 |
Holiday (Spring Break) - No Lecture!
|
Mar. 18 |
Holiday (Spring Break) - No Lecture!
|
Week 10 |
|
Mar. 21 | Normal Distribution |
Mar. 23 | Law of Large Numbers |
Mar. 25 | Random Variables in Statistics |
Week 11 |
|
You will take your Midterm 2 exam in the CBTF anytime from Mar. 29 - Mar. 31. (You can begin to sign up for a slot on Mar. 17.) | |
Mar. 28 |
Bernoulli and Binomial Distributions
|
Mar. 30 | Bernoulli and Binomial Distributions |
Apr. 1 |
Midterm Day (No Lecture)!
|
Week 12 |
|
Apr. 4 | Beyond DISCOVERY: STAT 207, CS 277, CS 307, and more! |
Apr. 6 | Distributions in Python |
Apr. 8 | Central Limit Theorem (CLT) |
Week 13 |
|
Apr. 11 | Polling and Sampling |
Apr. 13 | Confidence Intervals |
Apr. 15 | Hypothesis Testing |
Week 14 |
|
Apr. 18 | Hypothesis Testing Continued... |
Apr. 20 | Machine Learning Overview |
Apr. 22 | Correlation |
Week 15 |
|
Apr. 25 | Linear Regression |
Apr. 27 | Machine Learning in Python |
Apr. 29 | Clustering |
Week 16 |
|
You will take your Final Exam exam in the CBTF during the exam week (the CBTF has not announced the exact dates yet) | |
May. 2 |
Wrap Up Machine Learning & Finish Project 2
|
May. 4 |
Study for Final Exam
|