Dhruv KapoorinDataDrivenInvestorMachine Learning 101 — The Bias-Variance ConundrumDetermining the performance of our model is one of the most crucial steps in the machine learning process. Understanding the bias-variance…Aug 1, 2020Aug 1, 2020
Dhruv KapoorinThe StartupMachine Learning 101 — Evaluation Metrics for RegressionOne of the most important steps in the Machine Learning process is the evaluation of our model. Choosing the correct metric plays a large…Jul 14, 2020Jul 14, 2020
Dhruv KapoorinAnalytics VidhyaMachine Learning 101 — Linear Regression using the OLS MethodLinear Regression is one of the most basic Machine Learning algorithms and is used to predict real values. It involves using one or more…Jul 8, 2020Jul 8, 2020
Dhruv KapoorinAnalytics VidhyaMachine Learning 101 — Web Scraping using BeautifulSoupWeb Scraping is a basic technique used to access and extract large amounts of data from websites. Although the process can be done…May 23, 2020May 23, 2020
Dhruv KapoorinAnalytics VidhyaMachine Learning 101–The 7 Steps of a Machine Learning ProcessData is everywhere. If you simply stop and look around, you’ll find tremendous amounts of data. The real challenge lies in determining…Apr 14, 2020Apr 14, 2020
Dhruv KapoorinAnalytics VidhyaMachine Learning 101 — Essential Libraries and ToolsMachine Learning has found itself in the spotlight over the last few years and its popularity has risen exponentially. As we move forward…Apr 10, 2020Apr 10, 2020
Dhruv KapoorinAnalytics VidhyaMachine Learning 101 — An IntroWhat is Machine Learning? Machine Learning, a subset of Artificial Intelligence, is essentially the branch of Computer Science which gives…Apr 7, 2020Apr 7, 2020
Dhruv KapoorMachine Learning 101 — A GuideHello Everyone! I hope you’re all safe and sound in these unprecedented times. My name is Dhruv Kapoor, and I am currently pursuing my…Apr 6, 2020Apr 6, 2020