Course Assignments
Labs
-
lab_regression: Regression (Due: May 2, 2022 at 11:59pm)
-
lab_hypothesis_tests: Hypothesis Tests (Due: April 25, 2022 at 11:59pm)
-
lab_clt: CLT (Due: April 18, 2022 at 11:59pm)
-
lab_random_variable: Random Variable (Due: April 11, 2022 at 11:59pm)
-
lab_justice: Justice (Due: March 28, 2022 at 11:59pm)
-
lab_simulation: Simulation (Due: March 21, 2022 at 11:59pm)
-
lab_birthday: Birthday (Due: March 7, 2022 at 11:59pm)
-
lab_gpa: GPA (Due: February 28, 2022 at 11:59pm)
-
lab_plots: Plots (Due: February 21, 2022 at 11:59pm)
-
lab_simpsons_paradox: Simpson's Paradox (Due: February 14, 2022 at 11:59pm)
-
lab_exp_design: Experimental Design (Due: February 7, 2022 at 11:59pm)
-
lab_intro: Introduction to Data Science (Due: January 31, 2022 at 11:59pm)
Data scientists use powerful tools to help learn about data. In this first lab, you will set up your account and computer for Data Science Discovery and begin to play around with your very first Python notebook!
-
lab_pandas: Getting Started with Pandas (Due: January 31, 2022 at 11:59pm)
The primary Data Science library we will be using this semester is pandas. This lab explores the basic usage of the pandas library and gets you ready for the Data Science challenges we will be beginning next week!
Homework
- Homework 34: Final Exam Prep (Due: May 13, 2022 at 11:59pm)
- Homework 33: Clustering (m6-05) (Due: April 29, 2022 at 11:59pm)
- Homework 32: Machine Learning Models in Python with sk-learn (m6-04) (Due: April 27, 2022 at 11:59pm)
- Homework 31: Linear Regression (m6-03) (Due: April 25, 2022 at 11:59pm)
- Homework 30: Correlation (m6-02) (Due: April 22, 2022 at 11:59pm)
- Homework 28: Hypothesis Testing (m5-07) (Due: April 20, 2022 at 11:59pm)
- Homework 29: Review of Polling, Confidence Intervals, and Hypothesis Testing (m5-R) (Due: April 20, 2022 at 11:59pm)
- Homework 27: Confidence Intervals (m5-06) (Due: April 13, 2022 at 11:59pm)
- Homework 26: Central Limit Theorem (m5-04) (Due: April 11, 2022 at 11:59pm)
- Homework 25: Statistical Distributions in Python (m5-03) (Due: April 8, 2022 at 11:59pm)
- Homework 24: Bernoulli and Binomial Distributions (m5-02) (Due: April 6, 2022 at 11:59pm)
- Homework 23: Midterm 2 Practice Exam (PE2) (Due: March 31, 2022 at 11:59pm)
- Homework 22: Functions in Python (m4-06) (Due: March 21, 2022 at 12:00pm)
- Homework EC #3: Informal Early Feedback (IEF) Survey (Due: March 11, 2022 at 11:59pm)
- Homework 21: Conditionals in Python (m4-05) (Due: March 11, 2022 at 12:00pm)
- Homework 20: Sample Space (m4-04) (Due: March 9, 2022 at 12:00pm)
- Homework 19: Simple Simulations in Python (m4-03) (Due: March 7, 2022 at 12:00pm)
- Homework 18: Review of Prediction and Probability (m3-R) (Due: March 4, 2022 at 12:00pm)
- Homework 17: Bayes' Theorem (m3-06) (Due: March 2, 2022 at 12:00pm)
- Homework 16: Conditional Probability (m3-05) (Due: February 28, 2022 at 12:00pm)
- Homework 15: Multi-event Probability: Addition Rule (m3-04) (Due: February 25, 2022 at 12:00pm)
- Homework 14: Multi-event Probability: Multiplication Rule (m3-03) (Due: February 23, 2022 at 12:00pm)
- Homework 12: Probability Introduction w/ The Monde Hall Problem (m3-01) (Due: February 21, 2022 at 12:00pm)
- Homework 13: Random Numbers in Python (m3-02) (Due: February 21, 2022 at 12:00pm)
- Homework 11: Midterm 1 Practice Exam (PE1) (Due: February 17, 2022 at 11:59pm)
- Homework 10: Histograms, Quartiles and Box Plots (m2-05) (Due: February 11, 2022 at 12:00pm)
- Homework 9: Grouping Data in Python (m2-03) (Due: February 9, 2022 at 12:00pm)
- Homework 8: Descriptive Statistics (m2-02) (Due: February 7, 2022 at 11:59pm)
- Homework 7: Badge 1 Review: Basics of Data Science with Python (m1-R) (Due: February 7, 2022 at 11:59pm)
- Homework EC #2: Hello Survey (Due: February 6, 2022 at 11:59pm)
- Homework 6: DataFrames with Conditionals (m1-07) (Due: February 2, 2022 at 12:00pm)
- Homework 5: Simpson’s Paradox (m1-06) (Due: January 31, 2022 at 12:00pm)
- Homework 4: Observational Studies, Confounders, & Stratification (m1-05) (Due: January 28, 2022 at 12:00pm)
- Homework 3: Row Selection with DataFrames (m1-04) (Due: January 26, 2022 at 12:00pm)
- Homework EC #1: Party and Probability Words Surveys (Due: January 24, 2022 at 11:59pm)
- Homework 2: Python for Data Science: Introduction to DataFrames (m1-03) (Due: January 24, 2022 at 11:59pm)
- Homework 1: Experimental Design and Blocking (m1-02) (Due: January 24, 2022 at 11:59pm)