https://github.com/ashishpatel26/ml-notes-in-markdown
Machine learning notes that make your reading easy
https://github.com/ashishpatel26/ml-notes-in-markdown
machine-learning machine-learning-notes machine-learning-tutorial machine-learning-tutorials machinelearning machinelearning-python ml
Last synced: about 1 month ago
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Machine learning notes that make your reading easy
- Host: GitHub
- URL: https://github.com/ashishpatel26/ml-notes-in-markdown
- Owner: ashishpatel26
- License: mit
- Created: 2019-05-31T18:18:52.000Z (about 6 years ago)
- Default Branch: master
- Last Pushed: 2021-06-02T04:46:16.000Z (about 4 years ago)
- Last Synced: 2025-04-02T17:53:02.732Z (3 months ago)
- Topics: machine-learning, machine-learning-notes, machine-learning-tutorial, machine-learning-tutorials, machinelearning, machinelearning-python, ml
- Language: Jupyter Notebook
- Homepage:
- Size: 3.58 MB
- Stars: 67
- Watchers: 2
- Forks: 60
- Open Issues: 2
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# Machine Learning
My online notebook for Machine Learning notes
This book contains short notes for the key machine learning algorithms and topics. In time, I will also update it to include references to other topics that I find interesting.
#### [Prerequisites](./00-Prerequisites/)
1. [Regression](./01-Regression/)
2. [Classification](./02-Classification/)
3. [Clustering](./03-Clustering/)
4. [Association Rule Learning](./04-AssociationRuleLearning/)
5. [Reinforcement Learning](./05-ReinforcementLearning/)
6. [Natural Language Processing](./06-NaturalLanguageProcessing/)
7. [Deep Learning](./07-DeepLearning/)
8. [Dimensionality Reduction](./08-DimensionalityReduction/)
9. [Recommendation Engines](./09-RecommendationEngines/)
10. [Model Selection and Boosting](./10-ModelSelectionAndBoosting/)
11. [Time Series](./11-TimeSeries/)
12. [Constraint Satisfaction Problems](./12-ConstraintSatisfactionProblems/)
13. [Appendix](./13-Appendix/)