Matthew Kirk
Auteur van Thoughtful Machine Learning with Python: A Test-Driven Approach
Over de Auteur
Matthew Kirk is the founder of Modulus 7, a data science and Ruby development consulting firm. Matthew speaks at conferences around the world about using machine learning and data science with Ruby.
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Overall, an Excellent Gentle Introduction to Machine Learning.
I think, I'd recommend this as your first Machine Learning book if you want to know the basics. I have a summary of the book, if you want, do message me. Here is the outline
Outline:
### 1 Probably Approximately Correct Software
### 2 A Quick Introduction to Machine Learning
### 3 K-Nearest Neighbors
### 4 Naive Bayesian
### 5 Decision Trees and Random Forests
### 6 Hidden Markov Models
### 7 Support Vector Machines
### 8 Neural Networks
### 9 Clustering
### 10 Improving Models and Data Extraction
### 11 Putting it Together: Conclusion
Deus Vult,
Gottfried
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