Probability Theory Basics in Machine Learning
ArticleVideo Book This article was published as a part of the Data Science Blogathon. Machine Learning is a very interesting branch of Artificial Intelligence …
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Mathematics behind Machine Learning – The Core Concepts you Need to Know
ArticleVideo BookInterview Quiz Overview Here’s an intuitive and beginner friendly guide to the mathematics behind machine learning Learn the various math concepts required for …
An Introduction to the Powerful Bayes’ Theorem for Data Science Professionals
ArticleVideo Book Overview Bayes’ Theorem is one of the most powerful concepts in statistics – a must-know for data science professionals Get acquainted with …
Statistics for Data Science: Introduction to the Central Limit Theorem (with implementation in R)
What is the central limit theorem? What are it’s applications? And how can you implement the central limit theorem in R? Find out in this article!
6 Easy Steps to Learn Naive Bayes Algorithm with codes in Python and R
ArticleVideo BookInterview Quiz Note: This article was originally published on Sep 13th, 2015 and updated on Sept 11th, 2017 Overview Understand one of the …
Creating a flawless winning strategy in a Casino (BlackJack) using Data Science?
ArticleVideo Book Can we create a flawless winning strategy in a Casino using Data Science? Of course not! Otherwise, all the data scientists out …
40 Questions on Probability for data science
ArticleVideo Book Introduction Probability forms the backbone of many important data science concepts from inferential statistics to Bayesian networks. It would not be wrong …
AV DataFest 2017 – Out in its Full Glory
ArticleVideo Book AV DataFest 2017 – Here we begin !! This April, the world will see a battle fought by data scientists and data …
Basics of Probability for Data Science explained with examples in R
ArticleVideo Book Introduction Statistically, the probability of any one of us being here is so small that you’d think the mere fact of existing …
Launch of AV Casino – An Introduction to Probability
ArticleVideo Book Over the last few months, you would have seen us experimenting with various formats to aid learning and knowledge exchange among our …
