In my previous post, I had introduced neural networks at a very high level. If you haven’t read that post then I suggest reading it…
Fashion MNIST Loader
Motivation The fashion MNIST dataset is a replacement of the MNIST dataset. Like the 10 digits, it has 10 classes. Label Description 0 T-shirt/top 1…
Q Learning
Quick Refresher on Reinforcement Learning Before I explain what Q Learning is, I will quickly explain the basic principle of reinforcement learning. Reinforcement learning is…
A Very Basic Introduction to Artificial Neural Network
Yesterday, I was considering going for The Most Epic Action Movie Ever. Since it was an action movie, I was up right away. A quick…
Overfitting vs Underfitting
Supervised learning tasks are divided into two types, classification and regression. In classification tasks, the machine learning model has to find the decision boundary between…
K Nearest Neighbors
(The following uses a barebones example merely for the purpose of illustration) Consider that you have two species of trees in your neighbourhood. You collect their…
What is Machine Learning?
Photo by Franck V. on Unsplash What is Machine Learning? You and your friends are planning a mountaineering adventure. However, you do not have the…
AI Environment Types
Photo by rawpixel on Unsplash An AI agent operates in an environment. For example, for a self-driving car, the environment is the road and for…
What is Artificial Intelligence
Photo by Franck V. on Unsplash What is Artificial Intelligence? Artificial Intelligence! The solution to all our problems or our future overlords? Whichever side you…
Decision Trees
Decision Trees Disclaimer: In the post, I have used NASA astronaut recruitment procedure for the example. I don’t have any experience in it and do…