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Basics of Mathematical Notation for Machine Learning

You cannot avoid mathematical notation when reading the descriptions of machine learning methods.

Often, all it takes is one term or one fragment of notation in an equation to completely derail your understanding of the entire procedure. This can be extremely frustrating, especially for machine learning beginners coming from the world of development.

You can make great progress if you know a few basic areas of mathematical notation and some tricks for working through the description of machine learning methods in papers and books.

Read More to Learn About:

  • Notation for arithmetic, including variations of multiplication, exponents, roots, and logarithms.

  • Notation for sequences and sets including indexing, summation, and set membership.

  • 5 Techniques you can use to get help if you are struggling with mathematical notation.

 
 
 

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