In this series Dr. Dakshinamurthy Kolluru gives a thousand feet view of Machine Learning.
In Part 1 of the series he explains that the different problems in Machine Learning are Classification, Regression and Optimization.
With the help of intuitive examples he defines the three problems as
- Classification – splitting the space
- Regression – fitting a curve and also Regression can be set up as a classification problem
- Optimization – on a curve, find the maximum and minimum points