Kishan’s Blog Page

Welcome to my Blog page! Here I’ll explain some exciting topics, based on Machine Learning, Mathematics, Coding etc., with visualisations to make it easier to grasp concepts. Every blog also contains code snippets, so you can run them locally too!

 

Huffman Coding in JPEG

Information Theory
Coding
JPEG
Huffman coding
Image compression

Huffman coding of DCT Matrix used in JPEG image compression.
Sep 12, 2023

Huffman Coding

Information Theory
Coding
Huffman coding

Huffman coding for data compression to optimize memory and transmittion time.
Aug 27, 2023

Optimizing functions

ML
Math
Coding

Understanding optimization of functions using Newton’s method and L-BFGS.
Aug 20, 2023

 

Neural Network from Scratch

ML
Coding

The mathematics and working of a neural netowrk is shown in this blog.
Aug 9, 2023

Linear Regression with Gradient Descent from Scratch

ML
Coding

The mathematics and working of gradient descent algorithhm for linear regression is shown in this blog.
Aug 9, 2023

Vectorized Multivariable Linear Regression from Scratch

ML
Coding

The mathematics and working of multivariable gradient descent algorithhm using vectorization is shown in this blog.
Aug 9, 2023

Handwritten Digits Prediction using Neural Networks

ML
Coding

Working of neural networks to predict handwritten digits is shown in this blog.
Aug 9, 2023

Logistic Regression from Scratch

ML
Coding

The mathematics and working of logistic regression algorithhm using vectorization is shown in this blog.
Aug 9, 2023

 

Multiclass Segregator Neural Network

ML
Coding

Working of Multiclass Segregator Neural Network is shown in this blog.
Aug 9, 2023

Matrix Transformations

ML
Math
Coding

Understanding matrix multiplication as transformation and interpretation of low rank matrices
Jul 20, 2023
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