Secure and Private AI Math Blogging Competition

The Mathematics of Local Differential Privacy

Explaining the mathematics of Local differential privacy…

Spam Detection and filtering with Naive Bayes Algorithm

Introduction —

CNN & MATHS behind CNN

This topic will cover CNN, its importance and maths behind it.

Mathematics Fun!!! in Neural Network

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Understanding Vectorized Implementation of Neural Networks

How to Make Deep Learning many Orders of Magnitude Faster

Statistics Fundamentals Using Python Libraries

Statistics is a branch of mathematics which touches every aspect of data…

How and Why Deep Learning Works

Deep Learning or deep neural networks are a very useful set of machine learning algorithms that have…

Calculus For Machine Learning: Linear Functions

Before using linear regression models in machine learning, understanding basic ideas in calculus is important. With the help of calculus one can understand how mathematical functions behave, understand the steepness(slope) at various points, find…