Deep Learning 101: Beginners Guide to Neural Network
ArticleVideo Book Introduction If there is one area in data science that has led to the growth of Machine Learning and Artificial Intelligence in …
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How to Split a Decision Tree – The Pursuit to Achieve Pure Nodes
ArticleVideo Book Introduction Decision Trees are probably one of the common machine learning algorithms and this is something every Data Science beginner should know …
Cost Function is No Rocket Science!
ArticleVideo Book This article was published as a part of the Data Science Blogathon. The 2 main questions that popped up in my …
A Quick Introduction to Manifold Learning
ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction This article introduces the concept of Manifold Learning. It …
A Simple Machine Learning Implementation to Predict Linear Algebra in Python
ArticleVideo Book This article was published as a part of the Data Science Blogathon. Photo by Max Fischer from Pexels Machine learning is …
Understanding the Bellman Optimality Equation in Reinforcement Learning
ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction In this article, first, we will discuss some of …
Statistics 101: Beginners Guide to Continuous Probability Distributions
ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction In the previous post, we have defined Probability Distributions …
Isotonic Regression and the PAVA algorithm
ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction Isotonic Regression is one of those regression technique that …
Markov chain : Mathematical formulation, Intuitive Explanation & Applications
ArticleVideo Book This article was published as an entry for the Data Science Blogathon. Introduction Markov Chains are exceptionally useful in order to model …
A Guide to the Naive Bayes Algorithm
ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction to Naive Bayes algorithm Naive Bayes is a classification …
