Mathematics behind Machine Learning – The Core Concepts you Need to Know
Overview Here’s an intuitive and beginner friendly guide to the mathematics behind machine learning Learn the various math concepts required for machine learning, including …
statistics
A Data Scientist’s Guide to 8 Types of Sampling Techniques
Overview Sampling is a popular statistical concept – learn how it works in this article We will also talk about eight different types of …
Everything you Should Know about p-value from Scratch for Data Science
Overview What is p-value? Where is it used in data science? And how can we calculate it? We answer all these questions and more …
A Detailed Guide to 7 Loss Functions for Machine Learning Algorithms with Python Code
Overview What are loss functions? And how do they work in machine learning algorithms? Find out in this article Loss functions are actually at …
Introduction to Bayesian Adjustment Rating: The Incredible Concept Behind Online Ratings!
Overview Curious how the big product companies like Amazon, Walmart, AirBnb, etc. manage the ratings we see? The core idea behind these ratings systems …
DATAMIN – Unveiling the World’s Biggest Online Data Science Quizzing Platform
We are thrilled to announce the launch of the world’s biggest online data science quizzing platform: Datamin! Do you feel some of your peers …
An Introduction to the Powerful Bayes’ Theorem for Data Science Professionals
Overview Bayes’ Theorem is one of the most powerful concepts in statistics – a must-know for data science professionals Get acquainted with Bayes’ Theorem, …
Statistics for Data Science: Introduction to t-test and its Different Types (with Implementation in R)
Introduction “You can’t prove a hypothesis; you can only improve or disprove it.” – Christopher Monckton Every day we find ourselves testing new ideas, …
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!
Must Read Books for Beginners on Machine Learning and Artificial Intelligence
List of must read books on machine learning and artificial intelligence provides an overview to a data scientist and its uses in modeling
