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

How Does Variational Autoencoder Work? Explained!

Variational Autoencoder is a an explicit type generative model which is used…

Sandeep Kumar

Basics of Generative Adversarial Network Model

Generative Adversarial Network a.k.a GANs is a generative model which is used…

Sandeep Kumar

Understanding Generative Models and Applications

Generative Models are a form of unsupervised learning models and the outcome…

Sandeep Kumar

Build an Image Dataset in TensorFlow

This guide is a hands-on tutorial to build an image dataset for…

Sandeep Kumar

Comparison of Sigmoid, Tanh and ReLU Activation Functions

Introduction In Artificial Neural network (ANN), activation functions are the most informative ingredient…

Sandeep Kumar

Understand Types of Environments in Artificial Intelligence

The Environment is the surrounding world around the agent which is not…

Sandeep Kumar

8 Important Evaluation Metrics for Classification Models

This post explains important evaluation metrics to check while measuring the performance…

Sandeep Kumar

Explain Echelon Form of a Matrix

Echelon Form of a matrix is used to solve a linear equation…

Sandeep Kumar

Working of Bagging and Boosting in Ensemble Learning

Bagging and Boosting both are Ensemble Learning techniques. Ensemble Methods are an…

Sandeep Kumar