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Category: Machine Learning 101

Data Science / Machine Learning / Machine Learning 101 / Probability Theory / Probability Theory

Machine Learning 101 – Introduction to Probability Theory

kindsonthegeniusby kindsonthegeniusApril 11, 2019September 10, 20202

As you already know, one of the four basic theories of Machine Learning is the Probability Theory. Or simply, Probability.  And this is one challenge …

Data Science / Machine Learning / Machine Learning 101

Machine Learning 101 – Overfitting and Underfitting

kindsonthegeniusby kindsonthegeniusApril 11, 2019September 10, 20201

Remember that in the previous lecture (Lecture 6), we  discuss polynomial curve fitting. We kind of saw that the relationship in a dataset can be …

Data Science / Machine Learning / Machine Learning 101

Machine Learning 101 – Polynomial Curve Fitting

kindsonthegeniusby kindsonthegeniusApril 8, 2019September 10, 20201

This is Lecture 6 of Machine Learning 101. We would discuss Polynomial Curve Fitting. Now don’t bother if the name makes it appear tough. This …

Data Science / Machine Learning / Machine Learning 101

Machine Learning 101 – Equation for a Line and Regression Line

kindsonthegeniusby kindsonthegeniusApril 8, 2019September 10, 20201

Let’s go back to the regression problem we solved in Lecture 4. We are given a dataset.  You need to find the relationship between the …

Data Science / Machine Learning / Machine Learning 101 / Python

Machine Learning 101 – Simple Regression Problem

kindsonthegeniusby kindsonthegeniusApril 7, 2019September 10, 20201

This is Lecture 4 of the Machine Learning 101. It follows from Lecture 3.  In this lecture, we would solve some regression problems. So brace …

Machine Learning / Machine Learning 101

Machine Learning 101 – Classes of Machine Learning Problems

kindsonthegeniusby kindsonthegeniusApril 7, 2019September 10, 20203

This is lesson 3 of Machine Learning 101. We are going to examine classes of machine learning problems. In Lecture 2 we already mentioned a …

Machine Learning / Machine Learning 101

Machine Learning 101 – Overview of Machine Learning and Some Basic Terms

kindsonthegeniusby kindsonthegeniusApril 6, 2019September 10, 20202

The is lesson 2 of our Machine Learning 101 course. This follows from Lesson 1. We would cover the following: The Goal of Machine Learning …

Machine Learning / Machine Learning 101

Machine Learning 101 – Introduction to Machine Learning Course

kindsonthegeniusby kindsonthegeniusApril 4, 2019September 9, 202032

This is the very first of a complete Machine Learning course . So if you intend to learn Machine Learning, then you are in the right place. …

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