Machine — Learning For Beginners By Richard Mendez7z

: Telling the "student" (the algorithm) to find the best-fit line or relationship in the data.

: Using Tom M. Mitchell’s framework, an algorithm learns from a Task (T) , through Experience (E) , measured by a Performance (P) metric. 2. The Three Pillars of Learning Machine Learning For Beginners by Richard Mendez7z

: An agent learns through trial and error, receiving rewards for good actions and penalties for bad ones (e.g., AI playing video games). 3. The Machine Learning Workflow : Telling the "student" (the algorithm) to find

: Machines are trained on "labeled" datasets where the correct answer is already known (e.g., email spam filters). through Experience (E)