#09.Machine learning - sporedata/researchdesigneR GitHub Wiki
Categories for machine learning
09.Machine learning01.Classification
09.Machine learning02.Regression
09.Machine learning03.Survival
09.Machine learning04.Time-series
09.Machine learning05.Causation
09.Machine learning06.Clustering
09.Machine learning07.Model-transfer
09.Machine learning08.Microsimulation
09.Machine learning09.Recommender-systems
09.Machine learning10.Clinical-decision-support-systems
Natural language processing and computer vision have their own categories.
1. Use cases: In which situations should I use this method?
2. Input: What kind of data does the method require?
3. Algorithm: How does the method work?
Model mechanics
Describing in images
Data science packages
Suggested companion methods
Learning materials
- Books
- Articles