A Comprehensive Introduction To Linear Regression

In the 5th post of this series taking you from a total beginner to being able to a pro at creating your machine learning algorithms, we will take an in-depth look at linear regression. By the end, you will have a comprehensive understanding of everything you need to implement it fully! You may have seen …

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Linear Algebra Review For Machine Learning

In the 4th edition of this series, we will quickly go over the fundamental Linear Algebra concepts before we start building our machine learning algorithms using Octave. Don't worry, we'll keep the math to a minimal and only include what is absolutely needed. What is linear algebra needed in machine learning? As in the previous …

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The Programming Language For Learning Machine Learning

In post #3 of the series taking you from the very basics to the advanced techniques of machine learning, we'll take about the programming language we'll be using to actually implement the machine learning algorithms. We'll also look at the basic features of this language and how to start writing simple programs in it. And …

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A Quick Guide to The Basics of Machine Learning: Supervised Learning

You must have surely heard of the importance of machine learning. In this article, we will aim to quickly go over the features of what makes machine learning the powerful tool it is. The first installment of a new series of posts taking you from the basics to the advanced. In this one, we will …

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