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35 Free Online Books on Machine Learning

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35 Free Online Books on Machine Learning

Look at a comprehensive list of 35 free books on machine learning (and related fields) that are freely available online (in pdf format) for self-paced learning.

· AI Zone ·
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Bias comes in a variety of forms, all of them potentially damaging to the efficacy of your ML algorithm. Read how Alegion's Chief Data Scientist discusses the source of most headlines about AI failures here.

This article presents a comprehensive list of 35 free books on machine learning (& related fields) which are freely available online (in pdf format) for self-paced learning. Please feel free to comment/suggest if I missed to mention one or more important books that you like and would like to share. Also, sorry for the typos.

Following are the key areas under which the books are categorized:

  • Pattern Recognition & Machine Learning
  • Probability & Statistics
  • Neural Networks & Deep Learning

List of 35 Free eBooks on Machine Learning and Related Fields

The following is a list of 35 free online ebooks (pdf format) that can be used for learning ML at your own pace.

Your machine learning project needs enormous amounts of training data to get to a production-ready confidence level. Get a checklist approach to assembling the combination of technology, workforce and project management skills you’ll need to prepare your own training data.

Topics:
architects ,bigdata ,machine learning ,ai ,deep learning ,neural networks

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