Introduction To Naive Bayes Algorithm
ArticleVideo Book Objective Naive Bayes is a fast, easy to understand, and highly scalable algorithm. Understand the working of Naive Bayes, its types, and …
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March, 2021
Introduction to Random Forest and its Hyper-parameters
ArticleVideo Book Introduction In this article, we’ll see what is Random Forest algorithm and also what are its hyper-parameters? Random forest is one of …
Customer Profiling and Segmentation – An Analytical Approach To Business Strategy In Retail Banking
ArticleVideo Book Overview The main purpose behind this study was to analyze the problems faced by big retail banks during business expansion. Typically …
Statistics for Data Science
ArticleVideo Book This article was published as a part of the Data Science Blogathon. It is the mark of truly intelligent person to be …
Unleash the Power of Data using R with Covid Trial Dataset
ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction Data is the universal truth guiding today’s world of …
Introduction to Bayes Theorem for Data Science
ArticleVideo Book Objective Bayes theorem gives the probability of an event based on the prior knowledge of conditions. Understand the basics of probability, conditional …
Advanced Ensemble Learning technique – Stacking and its Variants
ArticleVideo Book Introduction Stacking is an ensemble learning technique that uses predictions for multiple nodes(for example kNN, decision trees, or SVM) to build a …
Pandas Functions for Data Analysis and Manipulation
ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction Pandas is an open-source python library that is used …
Feature Transformation CheatSheet
ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction As is known, a proper feature transformation can bring …
Statistical Analysis of Data for Data Scientists
ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction Instead of starting with the definition of statistics, I …
