the learning problem

ML goes from very abstract theory to extreme practice. Some maths in ML useful cause it gives us the conceptual framework and some practical aspects are useful cause they give us the way to deal with real learning systems. Main topics covered are : 1.What is learning? 2.Can we learn? 3. How to do it? 4. How to do it well? 5. Take home lessons. There is a logical dependency that goes through the…