Machine & Deep Learning Compendium

The Machine & Deep Learning Compendium
The Ops Compendium
Types Of Machine Learning
Foundation Knowledge
Validation & Evaluation
Machine Learning
Classical Graph Models
- Graph Theory
- Social Network Analysis
Deep Learning
Audio
Natural Language Processing
Generative AI
Experimental Design
Business Domains
Product Management
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Online (Classical) Learning
Online Deep Learning (ODL)

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Online Learning

PreviousActive Learning NextN-Shot Learning

Last updated 2 years ago

Online (Classical) Learning

If you want to start with OL - start here & here
Shay Shalev - A thesis about online learning
Some answers about what is OL, the first one actually talks about S.Shalev’s other paper.
Online learning - Andrew Ng - coursera
Chip Huyen on online prediction & learning
River is a Python library for online machine learning

Online Deep Learning (ODL)

Hedge back propagation (HDP), Autonomous DL, Qactor - online AL for noisy labeled stream data.