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Hey Hari, What is Deep Learning : Let me answer you, Deep Learning is a subfield of machine learning, the main idea is the same as machine learning which is learning representations from the input dat…
Natural Language Generation (NLG) is a revolutionary field within natural language processing (NLP) that enables machines to generate human-like text or speech from structured data. By analyzing and i…
Gmail is not an exception to Google's ongoing efforts to enhance the user experience of its products. In a new update, Google added new AI models to Gmail that are intended to further develop search, …
Hi, my name is Animesh Gautam. I am from India and I am here because I want to start writing articles and share my self-improvement journey with everyone. After all, I feel like it can help people in …
Technical debt, what is it? It is a term used to describe the consequences of making suboptimal decisions during the software development process. Just as financial debt can accumulate and hinder a co…
Leo Breiman in his paper discusses the dichotomy between two dominant approaches when it comes to prediction of the future values based on the independent input variables and extracting information regarding the nature of how the response v…
Conditional probability is a concept that helps us to understand how the likelihood of an event changes when we have some information about another related event. For example, suppose you want to know the probability of getting a head when …
INTRODUCTION Welcome to our blog post, where we embark on a journey to understand how the cost function in linear regression works. In this article, we will dive into the fascinating world of optimization and global minima, using a concrete…
Big data is a term that describes large and complex data sets that are collected, stored, processed, and analyzed using special technologies and methods. Big data can help businesses and individuals gain insights and make better decisions. …
About this week Week 2 of the MLOps Zoomcamp 2023 focused on Experiment Tracking. The tool covered this week was MLflow. MLflow is like a swiss-knife for the machine learning lifecycle. It is an open-…
