Machine Learning Guide Patel MK
User Manual:
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Page Count: 121 [warning: Documents this large are best viewed by clicking the View PDF Link!]
- Table of contents
- Machine learning terminologies
- Multiclass classification
- Binary classification
- Regression
- Cross validation
- Clustering
- Dimensionality reduction
- Preprocessing of the data using Pandas and SciKit
- Pipeline
- Clustering with dimensionality reduction
- Image recognition
- More examples on Supervised learning
- Performance analysis of models
- Quick reference guide