The major concern while training your neural network or any machine learning model is to avoid overfitting. The model will not be accurate enough if it is overfitting because it is trying too hard to capture the noise present in the training dataset. The noise are the data points that…

We have all seen a bizarre time, thanks to COVID-19, over the last one and a half years. With the second wave of the virus hitting us like a storm, India had seen one of the worst phases of all time. It took a toll on all of us, both…

SQL stands for Structured Query Language and is used to access and manipulate the database. RDBMS stands for Relational Database Management System. It is the basis for SQL, and for database systems such as MS SQL Server, Oracle, MySQL, and Microsoft Access. In RDBMS, the data is stored in database…

MongoDB is a rich open-source document-oriented and one of the widely recognised NoSQL database. It is written in C++ programming language. Today, I wanted to share some of the basic stuff about MongoDB concepts and commands Important Terms Database Database is a physical container for collections. Each database gets its own set of…

Introduction Learning can be defined as acquiring knowledge or skills through experience, study, or by being taught. So, Machine Learning can be defined as a phenomenon where a machine can be taught or it learns on its own without being explicitly programmed. Definition Wikipedia has defined deep learning as: Deep learning is…

Hadoop? The heartbeat of big data? Yeah, you read it right. Hadoop is an open source framework written in Java which is generally used to process and store big data in a distributed environment using easy and simple programming models. Before diving into hadoop, let’s discuss what’s big data exactly. What is Big Data? …