Abhijeet Goel

These days we find AI everywhere, transforming the way we live and revolutionising industries. A fundamental concept of AI is the neural networks which play a significant role in powering intelligent systems. These networks mimic the structure of a human brain consisting of numerous interconnecting nodes processing vast amounts of

Imputation is a process to handle missing data while retaining a substantial portion of the data. It involves estimating and replacing the missing data with substitute values. This is done to ensure that the dataset is complete, preserve the relationships between variables and maintain sample sizes. It is not advisable

This article on the journey of an ML model will take you through the entire process from when the model is built to where it can be used in a web container.  The journey starts with building the model, training it on a dataset, finetuning it, testing it, logging and

Deep neural networks have achieved remarkable remarks in the past few years in complex processes like image recognition, natural language processing, and game playing. These are often regarded as ‘black boxes’ since they are opaque and the process of how they arrived at the output is unknown. It is important

Virtual Reality helps us have an immersive and highly interactive experience in a computer-generated environment with scenes and objects that seem to be real. Using this we can experience being a part of the scene than watching it on the screen of our devices. It relies on the fundamental understanding

“Semantic segmentation is a fundamental task in computer vision that involves partitioning an image into meaningful segments. The U-Net model is a popular architecture for semantic segmentation, widely used in various applications, such as medical imaging, autonomous vehicles, and many more. This article will walk you through an end-to-end guide