| SDSU |
CS 649 Big Data: Tools and Methods
Spring Semester, 2021 Reading |
DCS |
|---|---|---|
|
San Diego State University -- This page last updated 22-feb-21 |
Text:
PDS refers to Python Data Science Handbook
Py refers to Python Tutorial
Spark refers to Spark: The Definitive Guide
| Tuesday | Thursday |
|---|---|
| Jan 21 | |
| Jan 26 PDS Chapter 1 | Jan28 Py Chapters 1-5 |
| Feb 2 Py Chapters 6-10 | Feb 4 PDS Chapter 2 |
| Feb 9 PDS Chapter 3 | Feb 11 PDS Chapter 4 |
| Feb 16 PDS Chapter 5 | Feb 18 |
| Feb 23 | Feb 25 PDS Chapter 5 sections "What is Machine learning" through "Hyperparmeters", "In depth: K-means" |
| Mar 2 PDS Chapter 5 sections "Feature Eng" through "In Depth: Linear Regression" | Mar 4 PDS Chapter 5 sections "Support Vector Machines" through "Principle Component Analysis" |
| Mar 9 Spark Chapters 1, 2 | Mar 11 Spark Chapters 3, 4 |
| Mar 16 | Mar 18 |
| Mar 23 | Mar 25 |
| Mar 30 No Class | Apr 1 |
| Apr 6 | Apr 8 Spark Chapter 5 |
| Apr 13 Spark Chapters 6, 7 | Apr 15 No Class |
| Apr 20 | Apr 22 |
| Apr 27 | Apr 29 |
| May 4 | May 6 Last Class |
| May 11 | May 13 Project Due |