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Mathematics of Linear Regression
Mathematics of Linear Regression
So till now we had learn basic algebra and optimisation technique. Now we can proceed with our first machine learning algorithm. So let's…
Adarsh Pathak
May 3, 2020
Gradient Descent Algorithm | Convergence, Performance, Behaviour
Gradient Descent Algorithm | Convergence, Performance, Behaviour
Lets move one step further and explore deep mathematics of gradient descent algorithm. This article is part 2 of my previous article so…
Adarsh Pathak
Apr 19, 2020
Mathematics and AI | Optimisation Algorithms| Gradient descent algorithm
Mathematics and AI | Optimisation Algorithms| Gradient descent algorithm
One of the most popular term you will often listen in machine learning is optimisation or optimising cost function. We will start our…
Adarsh Pathak
Apr 19, 2020
How to contribute
Hey! Explain what you know better and help others to understand the concept.
Adarsh Pathak
Apr 18, 2020
Maths and AI | Concave, Convex Function and Minima and Maxima of a function
Maths and AI | Concave, Convex Function and Minima and Maxima of a function
One of the most important term you will see while implementing Machine Learning models is concave , convex functions and maxima and minima…
Adarsh Pathak
Apr 18, 2020
Maths and AI | Calculus-1 | Importance of calculus in Machine Learning
Maths and AI | Calculus-1 | Importance of calculus in Machine Learning
Calculus is one of most important parameter in calculus. In this article I will explain briefly about calculus.Here I am assuming that you…
Adarsh Pathak
Apr 18, 2020
Maths and AI | Inverse of A Matrix
Maths and AI | Inverse of A Matrix
Second article of Linear Algebra series.
Adarsh Pathak
Apr 17, 2020
Trending
AI and Mathematics
AI and Mathematics
From now I will daily post one articles here. It will simply explain the hidden side of Artificial Intelligence. Even if you less…
Adarsh Pathak
Apr 17, 2020
Basics Of Linear Alzebra | What is Matrix?
Basics Of Linear Alzebra | What is Matrix?
This is my first Article of Maths and AI series. This article is all about baiscs of linear alzebra. Here I will explain about matrix and…
Adarsh Pathak
Apr 17, 2020
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