Machine Learning Podcast Learning Notes Apr 13


Data mining -> Data analysis -> Machine Learning



Linear Algebra (Matrix) -> Statistics (Probability/inference) -> Calculus

  • Linear Algebra = Matrix (or “Tensor”) math. Wx + b. Chopping in the analogy.
  • Stats = Probability/inference, the heart of machine learning. Recipes/cookbook.
  • Calculus = Learning. Moving the error dot to the bottom of the valley. Baking, the actual “cook” step.


Framework and Language

Java/Scala -> Matlab/R -> Python


Buy me  a coffee with PayPal if you like my blogs and visit my web app, WhizWallet, if you want to apply for credit, store or gift cards.


About liyao13

Yao Li is a web and iOS developer, blogger and he has a passion for technology and business. In his blogs, he shares code snippets, tutorials, resources and notes to help people develop their skills. Donate $5 to him for a coffee with PayPal at About Me page and read more professional and interesting technical blog articles. Follow him @Yaoli0615 at Twitter to get latest tech updates.
This entry was posted in CS Research&Application, Uncategorized and tagged , , , . Bookmark the permalink.

Leave a Reply

Fill in your details below or click an icon to log in: Logo

You are commenting using your account. Log Out / Change )

Twitter picture

You are commenting using your Twitter account. Log Out / Change )

Facebook photo

You are commenting using your Facebook account. Log Out / Change )

Google+ photo

You are commenting using your Google+ account. Log Out / Change )

Connecting to %s