| SDSU |
CS 649 Big Data: Tools and Methods
Spring Semester, 2022 Reading |
DCS |
|---|---|---|
|
San Diego State University -- This page last updated 10-Mar-22 |
Text:
PDS refers to Python Data Science Handbook
Py refers to Python Tutorial
Spark refers to Spark: The Definitive Guide
| Tuesday | Thursday |
|---|---|
| Jan 18 | Jan 20 |
| Jan 25 | Jan 27 |
| Feb 1 PDS Chapters 1 & 2 | Feb 3 PDS Chapters 3 |
| Feb 8 PDS Chapters 4 | Feb 10 |
| Feb 15 PySpark Docs pandas to Koalas | Feb 17 Pandas API on Spark Getting Started PySpark |
| Feb 22 | Feb 24 |
| Mar 1 | Mar 3 |
| Mar 8 | Mar 10 PDS Chapter 5 Through Naive Bayes Classification |
| Mar 15 PDS Chapter 5 Linear Regression, Support Vector Machines, | Mar 17 PDS Chapter 5 Decison Trees, Principle Component Analysis, K-means clustering |
| Mar 22 | Mar 24 |
| Mar 29 No Class Spring Break | Mar 31 No Class Spring Break |
| Apr 5 | Apr 7 |
| Apr 12 | Apr 14 |
| Apr 19 | Apr 21 |
| Apr 26 | Apr 28 |
| May 3 | May 5 |
| May 10 | May 12 Project Due |