Intellification

Intellification

All you want to know about Machine Learning
What is Machine Learning?

What is Machine Learning?

In this section, I will collect everything I know about how machine learning works.

What is artificial intelligence, machine learning, artificial neural networks, deep learning and data science?

Books, research papers, articles, videos and websites about artificial intelligence

 

What is new?

April 25, 2021:

I am moving the content to a new blog post: christophwindheuser.com. Check it out!

Correcting some errors in the backpropagation algorithm description (link to page).

Content

  • What is Machine Learning?
    • Definitions
    • Mathematical Background
      • Linear Algebra
      • Probability Theory and Statistics
      • Backpropagation
    • Different Machine Learning Methods
      • Gradient Boosting
      • Predictive Analytics and Recommender
  • Applications of Machine Learning
    • Supply Chain Planning and Prediction
    • Text Classification
    • Text Summarization
  • Material
  • Machine Learning Community

About the author

Christoph Windheuser has studied Computer Science and Neural Networks at the Universities in Bonn, Pittsburg (Carnegie Mellon University), Paris, and Tokyo. He worked at SAP, Capgemini, GS1 and ThoughtWorks. Currently, he is Director Business Value Consulting EMEA at OutSystems.

Christoph lives in Cologne, Germany. He is passionate about AI, Machine Learning, Data Science and LowCode. Follow him on twitter at @windheuser.

I am starting a new blog at www.christophwindheuser.com and I will move the content to this new site. Check it out!

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