The Basics of Machine Learning (ebooks)

We all in the hype of the AI world, but the reality is we are creating a world of Math and Science. It is as Simple as that.

Yes, From Emotion to War field everywhere we apply math and check for feasibility for which we derive facts called Science.

Now, in that prospect of understanding how this science is applied to Machines is the very raw side of Human life - a data life.

For a better idea of getting it observed, here we have few books to take your life on Machine Learning.

First, don't get weird of not knowing any programming languages, because understanding how something works is the most important then we can easily apply it by learning the syntax of languages.

Try to read these books as a storybook, as it can help you realize more out of box things inside computations.

  • Basic of Linear Algebra for Machine Learning Discover the Mathematical Language of Data in Python
  • Master Machine Learning Algorithms Discover How They Work and Implement Them From Scratch
  • Machine Learning Mastery With Python Understand Your Data, Create Accurate Models and work Projects End-to-End
  • Machine Learning Mastery With R - Get Started, Build Accurate Models and Work Through Projects Step-by-Step
  • Deep Learning for Natural Language Processing Develop Deep Learning Models for Natural Language in Python
  • StatisticsMachineLearningPythonDraft
  • Deep Learning in Natural Language Processing
  • machine_learning_mastery_with_r_sample
  • machine_learning_mastery_with_weka_mini_course
  • machine_learning_mastery_with_weka_sample
I will attach all these books down below,

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  1. One file is missing from the list; "Machine Learning Mastery With R - Get Started, Build Accurate Models and Work Through Projects Step-by-Step"

    1. will try to upload it in the next one with another book for deep learning