So, last week my team head asked me to interview some of the possible interns for the team, for the role of data science and machine…

We all have heard of Machine Learning and all it’s perks. It might be hottest field right now but most of still are really not sure what…

So as discussed what exactly is machine learning? , now next step to know is who use machine learning and what’s exactly there purpose to…

Explaining types of ML model as easy as it could be.

Teaching Overfitting vs Underfitting vs Perfect fit in easiest way.

One line solves all your problems!

Detailed theoretical explanation and scikit-learn implementation with example!

Explaining Linear Regression as easy as it could be.

A comprehensive guide to Gradient Descent

Explaining Logistic Regression as easy as it could be.

A quick tour to SVM constituting mathematical & theoretical explanation along with from the scratch implementation.

A concise guide to Decision Trees and Random Forest.

A complete beginner’s handbook to NLP

A comprehensive guide to K-Means, K-Means++ and DBSCAN.

An Unconventional guide to Deep Learning

What GPU have to offer in comparison to CPU?

A perfect guide to Convolution Neural Networks

A perfect guide to Recurrent Neural Networks

Dummies guide to Reinforcement learning, Q learning, Bellman Equation.

A perfect guide to Long Short term Memory & Gated Recurrent Units.