Posts by Ankit Gupta

Introduction You can think of machine learning algorithms as an armory packed with axes, sword and blades. You have various tools, but you ought …

Introduction Decision Trees are one of the most respected algorithm in machine learning and data science. They are transparent, easy to understand, robust in …

Introduction Logistic Regression is likely the most commonly used algorithm for solving all classification problems. It is also one of the first methods people …

Introduction Linear Regression is still the most prominently used statistical technique in data science industry and in academia to explain relationships between features. A …

Introduction SQL is a universal tool in data science. Irrespective of which language you use as your main tool – you need to know …

Introduction Machine Learning is one of the most sought after skills these days. If you are a data scientist, then you need to be …

Introduction Have you come across a dataset with hundreds of columns and wondered how to build a predictive model on it? Or have come …

Introduction If you have been part of the data science (or any data!) industry, you would know the challenge of working with different data types. …

Introduction Ensemble modeling is a powerful way to improve the performance of your machine learning models. If you wish to be on the top …

Introduction If you ask any industry expert what language should you learn for big data, they would definitely suggest you to start with Scala. …