Series of Tutorials for Machine Learning

Intuitive tutorials for some of machine learning concepts.

In this post, I would like to reiterate and mention a series of tutorials I created a while ago about machine learning concepts. Here’s the list of topics I covered:

1- Introduction to MLE and MAP

2- Naive Bayes Classifier

3- Linear Regression

4- Logistic Regression

5- Neural Networks

6- Convolutional Neural Networks

7- Autoencoders

8- Text Search using TF-IDF …