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?

December 7th 2017: Adding recommender systems under predictive analytics (link to page).

Content

  • What is Machine Learning?
    • Definitions
    • Mathematical Background
      • Linear Algebra
      • Probability Theory and Statistics
    • 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 and GS1 Germany. Currently, he is Market Maker Machine Learning at ThoughtWorks. Christoph lives in Cologne, Germany. He is passionate about Machine Learning and Data Science. Follow him on twitter at @intellification.

© 2019 | Proudly Powered by WordPress | Theme: Nisarg