How to use Kaggle datasets in Google Colab?

A quick guide to use Kaggle datasets inside Google Colab

Addressing different types of bias in AI

AI has evolved into a major technical field with important commercial applications since…

SGD: The Fundamental Steps of Deep Learning

In the Ai training Process, there is system that can automatically modify itself to improve its performance which is known as ‘Stochastic Gradient Descent (SGD)’. The word ‘stochastic’ means a system or a process that is linked with a random probability…

SGD: MNIST — Putting it all together

There are 7 steps to train/get a model in deep learning like this chart:

We now put it with the SGD together and look at them step by step:

Step 1: Initialize

Code on Tensors Representing Images

To learn about a tensor, we are going to first go through a definition of what it is, the benefits of a tensor for parallel processing, and finally some other points on the rules of linear algebra which relate to what is called broadcasting. We will go through this…

Supervised Machine Learning Overview

Supervised Learning is the process of training a machine to be able to create a mapping function that can take input variables (x’s) and map them onto output variables (y). In the case of image classification, this is done by showing the algorithm many labeled…