"No one is harder on a talented person than the person themselves" - Linda Wilkinson ; "Trust your guts and don't follow the herd" ; "Validate direction not destination" ;

January 20, 2020

Catching up with Machine Learning for Experienced Folks

You have a lot of tutorials on the web. You can leverage anything that works for you,
The sequence I recommend is
  • Stats and Maths for Data Science (Stanford / Other Youtube classes)
  • Applications in Each Domain (Find applicable use cases for your domain)
  • Python (Youtube / Python Programming sites) – Data loading, analysis, join, filter etc…
  • ML Models (Linear, Logistics, Decision Trees, Random Forests) - Code up in python with datasets
  • Classification vs Regression - Code up in Python
  • Experiment Labelling, handling categorical data etc…
  • Take up one udemy course after all above list is done (December some offers may be there) 20$ courses…
Keep Coding!!!

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