Schedule

Week 1

Tuesday – 29 August

• Tuesday 29 August – intro to course
• music recommendations
• YouTube Playlist
• Berkeley Graduate School Admission

Thursday – 31 August

• Class Lab: begin work on Intro to Python for Data Science

Week 2

Tuesday – 5 September

• Class Lab:  Intro to Python for Data Science
• Download and install Anaconda (Python 3.6 version)

Thursday – 7 September

• Due:  Intro to Python for Data Science
• Lab 0: Getting started with Anaconda
• Lab 1: Crickets and Babies

Week 3

Tuesday – 12 September

• Lab 1: Crickets and More
• Outside of Class: Start Intermediate Python for Data Science

Thursday – 14 September

• Finishing Lab 1: Crickets and More
• Class Lab: Intermediate Python for Data Science

Week 4

Tuesday – 19 September

• Class Lab: Intermediate Python for Data Science

Thursday – 21 September

• Due Intermediate Python for Data Science
• Lab 2 part 1: correlation
• Lab 2 part 2: Titanic
• Outside of Class: Start Statistical Thinking in Python Part One

Week 5

Tuesday – 26 September

• Class Lab:  Statistical Thinking in Python Part One
• Practical Statistics Lab — up to 8500xp.

Thursday – 28 September

• due:  Statistical Thinking in Python Part One Chapter 1

Week 6

Tuesday – 3 October

• General Lab Day
• Outside of Class: Start pandas Foundations

Thursday – 5 October

• Class Presentations
• Class Lab: Start pandas Foundations
• due Statistical Thinking in Python Part One Chapter 2

Week 7

Tuesday – 10 October

• Class Lab:  pandas Foundations
• Weather Challenge

Thursday – 12 October

• Weather Challenge

Week 8

Tuesday – 17 October

• Fall Break

Thursday – 19 October

• Continue Weather labOutside of Class: Start Cleaning Data in Python

Week 9

Tuesday – 24 October

• Finish Weather Challenge
• Start Review Python Notebook

Thursday – 26 October

• Finish Python Review
• Start Climate Challenge

Week 10

Tuesday – 31 October

• Climate Challenge

Thursday – 2 November

• Climate Challenge

Week 11

Tuesday – 7 November

• Climate Challenge
• Outside of Class: Start Cleaning Data in Python

Thursday – 9 November

• In class lab: Start Cleaning Data in Python

Week 12

Tuesday – 14 November

• Python Notebook: Introduction to Machine Learning (requires Cleaning Data Course)

Thursday – 16 November

• Python Notebook: Introduction to Machine Learning

Week 13

Tuesday -21 November

• In Class: Start Interactive Data Visualization With Bokeh

Thursday – 23 November

• Thanksgiving

Week 14

Tuesday -28 November

• Due: Start Interactive Data Visualization With Bokeh

Thursday – 30 November

• Notebook: Your Turn

Week 15

Tuesday – 5 December

• Notebook: Your Turn

Thursday – 7 December

• Notebook: Your Turn