Learning through teaching and doubts is always my first way of learning. Without doubts how can you be so sure that you are learning at all. Rather the Headings I am giving here , I will not actually point out all the Mathematics we are using in ML and DL but will Try to show you why these maths actually makes sense.
- weighted Averages
- Exponantial encounter of weighted Averages
- Why we are using weighted averages ? Its a beautiful mathematical tricks ( Nothing more !)
- Are really weighted averages really important ? Think the life of ML engineers without it.
- The New Era of weighted averages
- Bias correction in Exponentially weighted averages