Abridged List of Machine Learning Topics
Covers:
- Computer Vision
- Deep Learning
- Ensemble Methods
- GPU Learning
- Graphical Models
- Graphs
- Hadoop/Spark
- Hyper-Parameter Optimization
- Julia
- Kernel Methods
- Natural Language Processing
- Online Learning
- Optimization
- Robotics
- Structured Predictions
- Visualization
Great resource that lists software and one or two reading references for each area. Not all you will want but a nice way to explore areas unfamiliar to you.
Bookmark and return often.