CSE 163, Summer 2020: Calendar

Note: This is a rough sketch of the quarter that is likely to change. We can accurately predict the past, but predicting the future is hard!

Day
Topic
Suppl. Materials
Assignments
Week 1: Intro/Review Python
Lesson 1
(Mon, Jun 22)

Class Introduction

Lesson 2
(Wed, Jun 24)

Intro/Review to Python

Section 1
(Thu, Jun 25)

Introduction & Ed Practice

Lesson 3
(Fri, Jun 26th)

More Python

Week 2: More Advanced Python - Data Structures
Lesson 4
(Mon, Jun 29)

Lists and Files

Lesson 5
(Wed, Jun 1)

Sets, Dictionaries, Tuples

Section 2
(Thu, Jun 2)

Python Practice

Lesson 6
(Fri, Jul 3)

Holiday 🏖

Week 3: Structured Text Data - Pandas
Lesson 7
(Mon, Jul 6)

Advanced Data Structures and CSVs

Lesson 8
(Wed, Jul 8)

Intro to Pandas

Section 3
(Thu, Jul 9)

Pandas Practice

Lesson 9
(Fri, Jul 10)

More Pandas and Groupby

Week 4: Data Science Libraries
Lesson 10
(Mon, Jul 13)

Data Visualization

Lesson 11
(Wed, Jul 15)

Introduction to Machine Learning

Section 4
(Thu, Jul 16)

Data Science

Lesson 12
(Fri, Jul 17)

Machine Learning cont.

Week 5: Classes, Modules, Text Data
Lesson 13
(Mon, Jul 20)

Introduction to Classes / Objects

Lesson 14
(Wed, Jul 22)

Advanced Classes

Section 5
(Thu, Jul 23)

Classes/Modules

Lesson 15
(Fri, Jul 24)

HW4 Introduction

Week 6: Geospatial Data
Lesson 16
(Mon, Jul 27)

Geospatial Data

Lesson 17
(Wed, Jul 29)

Dissolve and Joins

Section 6
(Thurs, Jul 30)

Geospatial Data

Lesson 18
(Fri, Jul 31)

Ethics in Data Science

Week 7: Images
Lesson 19
(Mon, Aug 3)

Numpy and Images

Lesson 20
(Wed, Aug 5)

Convolutions

Section 7
(Thurs, Aug 6)

Numpy and Images

Lesson 21
(Fri, Aug 7)

Machine Learning: Images

Week 8: Efficiency
Lesson 22
(Mon, Aug 10)

Algorithmic Efficiency

Lesson 23
(Wed, Aug 12)

Profiling

Section 8
(Thurs, Aug 13)

Intro to Statistics and p-values in Python

Lesson 24
(Fri, Aug 14)

Storage

Week 9: Course Wrap Up
Lesson 25
(Mon, Aug 17)

Indexes / Trees 🌳

Project Part 2 due
(Tues, Aug 18)

Lesson 26
(Wed, Aug 19)

Hashing

Section 9
(Thurs, Aug 20)

Office Hours

Lesson 27
(Fri, Aug 21)

Victory Lap + Next Steps