Adarsh PathakinMathematics and AIMathematics of Linear RegressionSo till now we had learn basic algebra and optimisation technique. Now we can proceed with our first machine learning algorithm. So let's…May 3, 2020May 3, 2020
Adarsh PathakinMathematics and AIGradient Descent Algorithm | Convergence, Performance, BehaviourLets move one step further and explore deep mathematics of gradient descent algorithm. This article is part 2 of my previous article so…Apr 20, 2020Apr 20, 2020
Adarsh PathakinMathematics and AIMathematics and AI | Optimisation Algorithms| Gradient descent algorithmOne of the most popular term you will often listen in machine learning is optimisation or optimising cost function. We will start our…Apr 19, 2020Apr 19, 2020
Adarsh PathakinMathematics and AIHow to contributeHey! Explain what you know better and help others to understand the concept.Apr 18, 2020Apr 18, 2020
Adarsh PathakinMathematics and AIMaths and AI | Concave, Convex Function and Minima and Maxima of a functionOne of the most important term you will see while implementing Machine Learning models is concave , convex functions and maxima and minima…Apr 18, 20201Apr 18, 20201
Adarsh PathakinMathematics and AIMaths and AI | Calculus-1 | Importance of calculus in Machine LearningCalculus is one of most important parameter in calculus. In this article I will explain briefly about calculus.Here I am assuming that you…Apr 18, 2020Apr 18, 2020
Adarsh PathakinMathematics and AIMaths and AI | Inverse of A MatrixSecond article of Linear Algebra series.Apr 17, 2020Apr 17, 2020
Adarsh PathakinMathematics and AIBasics 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…Apr 17, 20201Apr 17, 20201
Adarsh PathakinMathematics and AIAI and MathematicsFrom now I will daily post one articles here. It will simply explain the hidden side of Artificial Intelligence. Even if you less…Apr 17, 20202Apr 17, 20202