Sandeep Kumar

Sandeep Kumar is the Founder & CEO of Aitude, a leading AI tools, research, and tutorial platform dedicated to empowering learners, researchers, and innovators. Under his leadership, Aitude has become a go-to resource for those seeking the latest in artificial intelligence, machine learning, computer vision, and development strategies.
266 Articles

What is Gradient Descent in Machine Learning?

One of the most popular optimization algorithms in machine learning is Gradient…

Sandeep Kumar

Top 3 Machine Learning Frameworks in 2026

Machine learning is a field of Artificial Intelligence.  In this article we…

Sandeep Kumar

Backpropagation algorithm in Machine Learning

Backpropagation algorithm in machine learning is the algorithm which propagates back the…

Sandeep Kumar

A comparison between Google Colab and Kaggle

Google Colab and Kaggle are two of the widely used platforms that…

Sandeep Kumar

Motion Detection with Path Tracking

Motion detection in video footage has always been an interesting topic among…

Sandeep Kumar

Annotation Converters for Object Detection

Data labelling is an important task in Machine Learning. The quality of…

Sandeep Kumar

Multiclass Classification on Highly Imbalanced Dataset

Multiclass classification is a classification problem where more than two classes are…

Sandeep Kumar

Implement Non-linear Independent Components Estimation with Tensorflow

Non-linear Independent Components Estimation is a normalizing flow-based generative model which is…

Sandeep Kumar

How to Program Generative Adversarial Network with Tensorflow 2.0

This guide is a hands-on tutorial to program a generative adversarial network…

Sandeep Kumar

Step-by-Step Guide to Build CNN Model with Tensorflow

This tutorial is a step-by-step guide to create, train and evaluate a…

Sandeep Kumar