Course Assignments
Labs
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lab_regression: Regression (Due: December 6, 2021 at 11:59pm)
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lab_hypothesis_tests: Hypothesis Tests (Due: November 29, 2021 at 11:59pm)
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lab_clt: CLT (Due: November 15, 2021 at 11:59pm)
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lab_random_variable: Random Variable (Due: November 8, 2021 at 11:59pm)
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lab_justice: Justice (Due: November 1, 2021 at 11:59pm)
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lab_similarity: Similarity (Due: October 25, 2021 at 11:59pm)
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lab_simulation: Simulation (Due: October 18, 2021 at 11:59pm)
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lab_birthday: Birthday (Due: October 11, 2021 at 11:59pm)
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lab_gpa: GPA (Due: October 4, 2021 at 11:59pm)
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lab_plots: Plots (Due: September 27, 2021 at 11:59pm)
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lab_simpsons_paradox: Simpson's Paradox (Due: September 20, 2021 at 11:59pm)
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lab_exp_design: Experimental Design (Due: September 13, 2021 at 11:59pm)
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lab_pandas: Getting Started with Pandas (Due: September 6, 2021 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!
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lab_intro: Introduction to Data Science (Due: August 30, 2021 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!
Homework
- Homework 35: Final Exam Prep (Due: December 13, 2021 at 11:59pm)
- Homework 34: Clustering (m6-05) (Due: December 2, 2021 at 11:59pm)
- Homework 33: Machine Learning Models in Python with sk-learn (m6-04) (Due: November 30, 2021 at 11:59pm)
- Homework 32: Linear Regression (m6-03) (Due: November 28, 2021 at 11:59pm)
- Homework 31: Correlation (m6-02) (Due: November 18, 2021 at 11:59pm)
- Homework 30: Review of Polling, Confidence Intervals, and Hypothesis Testing (m5-R) (Due: November 14, 2021 at 11:59pm)
- Homework 29: Hypothesis Testing (m5-07) (Due: November 11, 2021 at 11:59pm)
- Homework 28: Confidence Intervals (m5-06) (Due: November 9, 2021 at 11:59pm)
- Homework 27: Central Limit Theorem (m5-04) (Due: November 7, 2021 at 11:59pm)
- Homework 26: Statistical Distributions in Python (m5-03) (Due: November 4, 2021 at 11:59pm)
- Homework 25: Bernoulli and Binomial Distributions (m5-02) (Due: November 2, 2021 at 11:59pm)
- Homework 24: Midterm 2 Practice Exam (PE2) (Due: October 31, 2021 at 11:59pm)
- Homework 23: Functions in Python (m4-06) (Due: October 19, 2021 at 11:59pm)
- Homework 22: Conditionals in Python (m4-05) (Due: October 17, 2021 at 11:59pm)
- Homework 21: Sample Space (m4-04) (Due: October 14, 2021 at 11:59pm)
- Homework 20: Simple Simulations in Python (m4-03) (Due: October 12, 2021 at 11:59pm)
- Homework 19: Review of Prediction and Probability (m3-R) (Due: October 10, 2021 at 11:59pm)
- Homework 18: Bayes' Theorem (m3-06) (Due: October 7, 2021 at 11:59pm)
- Homework 17: Conditional Probability (m3-05) (Due: October 5, 2021 at 11:59pm)
- Homework 16: Multi-event Probability: Addition Rule (m3-04) (Due: October 3, 2021 at 11:59pm)
- Homework 15: Multi-event Probability: Multiplication Rule (m3-03) (Due: September 30, 2021 at 11:59pm)
- Homework 14: Random Numbers in Python (m3-02) (Due: September 28, 2021 at 11:59pm)
- Homework 13: Probability Introduction w/ The Monde Hall Problem (m3-01) (Due: September 26, 2021 at 11:59pm)
- Homework 12: Midterm 1 Practice Exam (PE1) (Due: September 25, 2021 at 11:59pm)
- Homework 11: Histograms, Quartiles and Box Plots (m2-05) (Due: September 19, 2021 at 11:59pm)
- Homework 10: Grouping Data in Python (m2-03) (Due: September 16, 2021 at 11:59pm)
- Homework 9: Descriptive Statistics (m2-02) (Due: September 14, 2021 at 11:59pm)
- Homework 8: Badge 1 Review: Basics of Data Science with Python (m1-R) (Due: September 12, 2021 at 11:59pm)
- Homework EC: Extra Credit "Hello Dataset" Survey (Due: September 11, 2021 at 11:59pm)
- Homework 7: DataFrames with Conditionals (m1-07) (Due: September 9, 2021 at 11:59pm)
- Homework 6: Simpson’s Paradox (m1-06) (Due: September 5, 2021 at 11:59pm)
- Homework 5: Observational Studies, Confounders, & Stratification (m1-05) (Due: September 2, 2021 at 11:59pm)
- Homework 4: Row Selection with DataFrames (m1-04) (Due: August 31, 2021 at 11:59pm)
- Homework 3: Python for Data Science: Introduction to DataFrames (m1-03) (Due: August 29, 2021 at 11:59pm)
- Homework 2: Experimental Design and Blocking (m1-02) (Due: August 26, 2021 at 11:59pm)
- Homework 1: Party Words Survey (Due: August 24, 2021 at 11:59pm)