| SDSU |
CS 696 Intro to Big Data: Tools and Methods
Spring Semester, 2020 Reading |
DCS |
|---|---|---|
|
San Diego State University -- This page last updated 10-Mar-20 |
Text: PDS refers to Python Data Science Handbook Py refers to Python Tutorial Spark refers to Spark: The Definitive Guide
| Tue | Thur |
|---|---|
| Jan 21 | Jan 23 First Class |
| Jan 28 Py Chapters 1-5 | Jan 30 Py Chapters 6-10, PDS Chapter 1 |
| Feb 4 PDS Chapter 2 | Feb 6 PDS Chapter 3 |
| Feb 11 PDS Chapter 4 | Feb 13 |
| Feb 18 | Feb 20 |
| Feb 25 PDS Chapter 5 sections "What is Machine learning" through "Hyperparmeters", "In depth: K-means" | Feb 27 PDS Chapter 5 sections "Feature Eng" through "In Depth: Linear Regression" |
| Mar 3 PDS Chapter 5 sections "Support Vector Machines" through "Principle Component Analysis" | Mar 5 |
| Mar 10 Spark Chapters 1, 2 | Mar 12 Spark Chapters 3, 4 |
| Mar 17 Spark Chapters 5, 6 | Mar 19 Spark Chapters 7 |
| Mar 24 Exam | Mar 26 |
| Mar 31 Spring Break | Apr 2 Spring Break |
| Apr 7 | Apr 9 |
| Apr 14 | Apr 16 |
| Apr 21 | Apr 23 |
| Apr 28 | Apr 30 |
| May 5 | May 7 Last Class |
| May 12 | May 14 Projects Due |