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12 changes: 12 additions & 0 deletions README.md
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- [Grokking Machine Learning](https://www.manning.com/books/grokking-machine-learning)

- [Graph-Powered Machine Learning](https://www.manning.com/books/graph-powered-machine-learning)

- [Feature Engineering Bookcamp](https://www.manning.com/books/feature-engineering-bookcamp)

- [Machine Learning Algorithms in Depth](https://www.manning.com/books/machine-learning-algorithms-in-depth)

<a name="interview" />

## Interview Resources
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- [Classifier Classification with Platt's Scaling](http://fastml.com/classifier-calibration-with-platts-scaling-and-isotonic-regression/)

- [How to train a Support Vector Machine in R with mlr for classification](https://youtu.be/lirZZIdZFjM) - a video by Hefin I. Rhys


<a name="rl" />

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- [Markov Chain Wikipedia Page](https://en.wikipedia.org/wiki/Markov_chain)

- [Bayesian Optimization in Action](https://www.manning.com/books/bayesian-optimization-in-action) - Book

- [Machine Learning Algorithms in Depth](https://www.manning.com/books/machine-learning-algorithms-in-depth) - Book


<a name="semi" />

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