INT 5: Data Science Foundations, Fall 2019, taught by Prof. K (Yekaterina Kharitonova)

The whole term at a glance:

Lectures

Date	Lecture	Title
2019-09-26	lec00	Welcome and introductions / Course Syllabus
2019-10-01	lec01	Jupyter notebook demo; intro to Lab01
2019-10-03	lec02	Cause and Effect
2019-10-08	lec03	Expressions
2019-10-10	lec04	Functions, Strings, and Arrays
2019-10-15	lec05	Arrays, Ranges, and Tables
2019-10-17	lec06	Tables
2019-10-22	lec07	Array and Tables Review; Visualization
2019-10-24	lec08	Exam Review
2019-10-29	exam1	Exam 1
2019-10-31	lec09	Functions and Histograms
2019-11-05	lec10	Mid-quarter review; putting it all together
2019-11-07	lec11	Loops and Simulation
2019-11-12	lec12	Loops and Histograms (Review and Practice)
2019-11-14	lec13	Loops, Histograms, Sampling
2019-11-19	lec14	The Monty Hall Problem
2019-11-21	lec15	Data Types, Visualizations, Sampling and Probability
2019-11-26	lec17	Exam Review
2019-12-03	exam2	Exam 2
2019-12-05	lec18	Visualizations and Data Literacy

Assignment	Title	Released	Due
h00	Collecting data; analyzing studies	Sat 10/12 01:00P	Fri 10/18 05:00PM
h01	U.S. Census Population Analysis	Sat 11/09 11:00A	Fri 11/15 07:00PM
h02	U.S. Tax Returns, Player Salaries, Probabilities	Fri 11/29 03:00PM	Fri 12/06 05:00PM
Project 1	Quantified Self	Tue 11/26 11:00A	Wed 12/11 05:00PM
Project 2	Climate Change	Wed 12/04 11:00A	Wed 12/11 05:00PM

Lab	Title	Released	Due
lab01	Lab 1: Getting started	Wed 10/02 10:00AM	Wed 10/09 05:00PM
lab02	Lab 2: Data Types	Wed 10/09 10:00AM	Wed 10/16 05:00PM
lab03	Lab 3: Tables	Wed 10/16 04:00PM	Wed 10/23 05:00PM
lab04	practice: Lab 4 (Practice): Tables Review	Wed 10/23 04:00PM	Wed 10/30 05:00PM
lab04	Lab 4: Functions and Visualizations	Wed 10/30 05:00PM	Wed 11/06 05:00PM
lab05	Lab 5: Simulations	Wed 11/06 05:00PM	Wed 11/13 05:00PM
lab06	Lab 6: Group, Join, Conditionals, Iteration, Randomness	Wed 11/13 05:00PM	Wed 11/13 05:00PM
lab07	Lab 7: Simulation and Regression	Wed 11/20 05:00PM	Wed 12/04 05:00PM