INT 15: Data Science Tools and Techniques, Spring 2019

Welcome to INT 15!

Link to Lecture Slides

Lecture Notes:

lecture date notes ready? description reading
2019-04-02 lect01 true Introductions and Course Overview
2019-04-04 lect02 false
2019-04-09 lect03 true Introduction to Pandas Chapters 1, 2, 3
2019-04-11 lect04 true More Pandas Lec03 notebook & links
2019-04-16 lect05 true Python Data Types and Data Cleaning Python Data File Formats
2019-04-18 lect06 true Data Visualization Fundamentals of Data Visualization
2019-04-23 lect07 true Exploratory Data Analysis and Dimension Reduction
2019-04-25 lect08 false
2019-04-30 lect09 false
2019-05-02 lect10 false
2019-05-07 lect11 false
2019-05-09 lect12 false
2019-05-14 lect13 true Text Processing (strings, regex, nltk)
2019-05-16 lect14 true NLTK text processing pipeline; text representations
2019-05-21 lect15 true Evidation Case Study
2019-05-23 lect16 true Supervised Machine Learning: Linear Regression + RANSAC
2019-05-28 lect17 false
2019-05-30 lect18 false
2019-06-04 lect19 false
2019-06-06 lect20 false

num ready? description assigned due
final-project true Final Project Fri 05/31 01:00PM Fri 06/14 11:59PM
h01 true Fivethirtyeight election predictions Wed 04/10 06:00PM Fri 04/19 05:00PM
h02 true Exploratory Data Analysis in Professional Basketball Mon 04/22 06:00PM Fri 05/03 05:00PM
h03 true Tweets and Movies Wed 05/22 01:00PM Fri 05/31 05:00PM

num ready? description assigned due
lab01 true Getting started Fri 04/05 01:00PM Wed 04/10 11:59PM
lab02 true Lab02 Fri 04/12 01:00PM Wed 04/17 11:59PM
lab03 true Lab03 Fri 04/19 01:00PM Wed 04/24 11:59PM
lab04 true Lab04 Fri 04/26 01:00PM Wed 05/01 11:59PM
lab05 true Lab05 Fri 05/03 01:00PM Wed 05/08 11:59PM
lab06 true Lab06 Fri 05/10 01:00PM Wed 05/15 11:59PM
lab07 true Lab07 Fri 05/17 01:00PM Wed 05/22 11:59PM
lab08 true Lab08 Fri 05/24 01:00PM Wed 05/29 11:59PM
lab09 true Lab09 Fri 05/31 01:00PM Wed 06/05 11:59PM

num ready? description exam date
e01 true Midterm exam Thu 05/09 11:00AM