Artificial Intelligence / Machine Learning

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

ResNet-50, short for Residual Network-50, is a convolutional neural network architecture that was introduced by Microsoft Research in 2015. It is one of the variants of the ResNet family, which is known for its deep and powerful architectures used for image classification and other computer vision tasks. The "50&

Chatgpt is an advanced language model developed by OpenAI. It belongs to the GPT (Generative Pre-trained Transformer) family of models and is specifically designed for interactive and dynamic conversations with users. GPT models are based on deep learning techniques, particularly transformers, which excel in processing and generating natural language. Chatgpt

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