✳flâneur — a map of the web's best reading
Model-Based Machine Learning (Early Access): How can machine learning solve my problem?
mbmlbook.com · 2,461 words · saved by 1 readers
Machine learning book which uses a model-based approach.
Model-Based Machine Learning: How can machine learning solve my problem? John Winn How can machine learning solve my problem? Table of contents Preface How can machine learning solve my problem? Chapter 1. A Murder Mystery Chapter 2. Assessing People's Skills Interlude: the machine learning life cycle Chapter 3. Meeting Your Match Chapter 4. Uncluttering Your Inbox Chapter 5. Making Recommendations Chapter 6. Understanding Asthma Chapter 7. Harnessing the Crowd Chapter 8. How to Read a Model Afterword Want a paper copy? You can now buy the book ! All royalties go to the Cystic Fibrosis Trust .
Explore this link on the map →related reading
- Machine learning - Wikipediaen.wikipedia.org
- deeplearningbook.org/contents/ml.htmldeeplearningbook.org
- An Opinionated Guide to ML Researchjoschu.net
- The Little Book of Deep Learningfleuret.org
- Scaling in the service of reasoning & model-based ML | Yoshua Bengioyoshuabengio.org
- David Duvenaudcs.toronto.edu
- Building machines that learn and think like people | Behavioral and Brain Sciences | Cambridge Corecambridge.org
- Meta Learninglilianweng.github.io
- A Course in Machine Learningciml.info
- MAI-Thinking-1: Building a Hill-Climbing Machinemicrosoft.ai
- Evaluation and Fine Tuning | Virgiliovirgili0.github.io
- Rules of Machine Learning: | Google for Developersdevelopers.google.com