Completed
Introduction
Class Central Classrooms beta
YouTube playlists curated by Class Central.
Classroom Contents
Building Billion Node Graphs for Machine Learning
Automatically move to the next video in the Classroom when playback concludes
- 1 Introduction
- 2 Rorys background
- 3 AD Tech
- 4 Ad Targeting
- 5 The AI Lab
- 6 Building a graph
- 7 Design constraints
- 8 Tools
- 9 Bring it all together
- 10 Data cleaning
- 11 Performance
- 12 Notebooks
- 13 Spark
- 14 Overengineering
- 15 Framework
- 16 Notebooks Spark
- 17 Optimus Cirrus
- 18 Research Papers
- 19 Implementing Research Papers
- 20 Whats Wrong with Version 1
- 21 How Much Space
- 22 Memory Requirements
- 23 Loading Data Computer Fast
- 24 Distributed Systems
- 25 Worker Engines
- 26 Silver Message
- 27 Message Passing
- 28 Current Status
- 29 Conclusions
- 30 Build what you need
- 31 Power and storage
