INT 5: Data Science Foundations, Fall 2019, taught by Prof. K
Welcome to INT 5!
Link to Lecture Slides
Lecture Notes:
lecture date | notes | ready? | description | reading |
---|---|---|---|---|
2019-09-26 | lec00 | true | Welcome and introductions | Course Syllabus |
2019-10-01 | lec01 | false | Jupyter notebook demo; intro to Lab01 | |
2019-10-03 | lect02 | false | Cause and Effect | |
2019-10-08 | lect03 | false | Expressions | |
2019-10-10 | lect04 | false | Functions, Strings, and Arrays | |
2019-10-15 | lect05 | false | Arrays, Ranges, and Tables | |
2019-10-17 | lect06 | false | Tables | |
2019-10-22 | lect07 | true | Array and Tables Review; Visualization | |
2019-10-24 | lect08 | false | Exam Review | |
2019-10-31 | lect09 | true | Functions and Histograms | Chapter 7.2 and 8.1 |
2019-11-05 | lect10 | false | Mid-quarter review; putting it all together | |
2019-11-07 | lect11 | false | Loops and Simulation | |
2019-11-12 | lect12 | false | Loops and Histograms (Review and Practice) | |
2019-11-14 | lect13 | false | Loops, Histograms, Sampling | |
2019-11-19 | lect14 | true | The Monty Hall Problem | Chapter 9 |
2019-11-21 | lect15 | false | Data Types, Visualizations, Sampling and Probability | |
2019-11-26 | lec17 | false | Exam Review | |
2019-12-05 | lec18 | false | Visualizations and Data Literacy |
num | ready? | description | assigned | due |
---|---|---|---|---|
h00 | true | Collecting data; analyzing studies | Sat 10/12 01:00PM | Fri 10/18 05:00PM |
h01 | true | U.S. Census Population Analysis | Sat 11/09 11:00AM | Fri 11/15 07:00PM |
h02 | true | U.S. Tax Returns, Player Salaries, Probabilities | Fri 11/29 03:00PM | Fri 12/06 05:00PM |
Project 1 | true | Quantified Self | Tue 11/26 11:00AM | Wed 12/11 05:00PM |
Project 2 | true | Project 2: Climate Change | Wed 12/04 11:00AM | Wed 12/11 05:00PM |
num | ready? | description | assigned | due |
---|---|---|---|---|
lab01 | true | Getting started | Wed 10/02 10:00AM | Wed 10/09 05:00PM |
lab02 | true | Lab 02: Data Types | Wed 10/09 10:00AM | Wed 10/16 05:00PM |
lab03 | true | Lab 3: Tables | Wed 10/16 04:00PM | Wed 10/23 05:00PM |
lab04-practice | true | Lab 4 (Practice): Tables Review | Wed 10/23 04:00PM | Wed 10/30 05:00PM |
lab04 | true | Lab 4: Functions and Visualizations | Wed 10/30 05:00PM | Wed 11/06 05:00PM |
lab05 | true | Lab 5: Simulations | Wed 11/06 05:00PM | Wed 11/13 05:00PM |
lab06 | true | Lab 6: Group, Join, Conditionals, Iteration, Randomness | Wed 11/13 05:00PM | Wed 11/13 05:00PM |
lab07 | true | Lab 7: Simulation and Regression | Wed 11/20 05:00PM | Wed 12/04 05:00PM |