SDSU CS 696 Intro to Big Data: Tools and Methods
Spring Semester, 2019
Lecture Notes 		DCS
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San Diego State University -- This page last updated 18-Apr-19
This page contains links to lecture notes for the CS 696 Intro to Big Data: Tools and Methods course. This page will be updated as more notes become available.

Lecture Notes By Topic
  1. Course Intro
  2. Big Data Intro
  3. Python
  4. SciPy
  5. Panda Data Structures html notebook zipped
  6. Panda DataFrames notebook zipped
  7. Statistics, Sampling, Bloom
  8. Python Plotting notebook zipped
  9. Data Manipulation notebook zipped
  10. Regression
  11. Scikit Learn, Bayes
  12. Clustering
  13. Spark Intro
  14. Spark Intro part 2
  15. Spark Intro part 3
  16. Spark Cluster AWS
  17. Spark on AWS
  18. Regression, Transformations
  19. Clustering & Deep Learning
  20. Kafka
Lecture Video By Date
Tue Thur
Feb 26 Regression Feb 28 Regression
Mar 5 Cluster Mar 7 Spark Intro
Mar 12 Spark Intro Mar 14 No Video Technical Problem
Mar 19 No Video Technical Problem Mar 21 No Video Technical Problem
Mar 26 Spark Cluster AWS Mar 28 Spark Cluster AWS
Apr 2 Spring Break Apr 4 Spring Break
Apr 9 Spark Regression Apr 11 RF noise - No video
Apr 16 RF noise - No video Apr 18
Apr 23 Apr 25
Apr 30 May 2
May 7 May 9
May 14 May 16 Project Due