PinnedPublished inAnalytics VidhyaHow to Deal with Imbalanced Data using SMOTEWith a Case Study in PythonJun 25, 20197Jun 25, 20197
PinnedPublished inAnalytics VidhyaHow to determine the optimal K for K-Means?Learn how to calculate the optimal k value for a K-Means algorithm.Jun 17, 201912Jun 17, 201912
Published inAnalytics VidhyaA Detailed Guide to 7 Loss Functions for Machine Learning AlgorithmsA Detailed Guide to 7 Loss Functions for Machine Learning Algorithms with Python codeAug 14, 20191Aug 14, 20191
Published inAnalytics VidhyaMaster Dimensionality Reduction with these 5 Must-Know Applications of Singular Value…Applications of Singular Value Decomposition(SVD) and the different ways of implementing SVD in PythonAug 5, 20191Aug 5, 20191
Published inAnalytics Vidhya10 Powerful Applications of Linear Algebra in Data ScienceHow does Linear Algebra power data science algorithms and applicationsJul 23, 2019Jul 23, 2019
Published inAnalytics VidhyaHeading for a Data Science Interview?6 Things to Do 1 Day Before your InterviewJul 10, 2019Jul 10, 2019
Published inAnalytics Vidhya11 Superb Data Science Videos Every Data Scientist Must WatchOverviewJul 4, 2019Jul 4, 2019
My Experience at the Google India Tech Intern Connect 2019A few months back, I filled a Google form I received in my inbox from Google India. There was a question that really stumped me.Jun 30, 20191Jun 30, 20191
Published inAnalytics VidhyaMeasuring the Goodness of Fit: R² versus Adjusted R²Linear Regression deals with modeling a linear relationship between a dependent variable and a number of explanatory variables…Jun 21, 20193Jun 21, 20193
Published inAnalytics VidhyaDecision Trees: Which feature to split on?Decision Tree classification is perhaps one of the most intuitive and easy-to-interpret classification algorithms we have today. It can…Jun 19, 20193Jun 19, 20193