Probability and Statistics, Understanding probability and statistics concepts for machine learning
The goal of this series is to understand the intitution behind the different statistical concepts and implement same using python.
Latest Articles
Calculating value of Pi using the monte-Carlo simulation
Description In monte carlo method we estimate the value of (3.141592...), by drawing a circle, enclosed by a square. If we divide the area…
Chaos system using double pendlum experiment
Chaos is a tricky thing to define. Chaotic system is exteremely sensitive to initial conditions. chaotic systems are distinguished by sensitive dependence on initial conditions.
Basics of Neural Networks, An Intuitive Introduction to Neural Networks
A simple neural approach to pattern recoginition and how to implement one from scratch in Python.
Face recognition and identification, A closer look at python face-recoginition library
A simple explanation of how facial recoginition works and how to built one using python.
Character recoginition using Convolutional Neural Network
Description In this project we have used CNN for Optical Character recognition(OCR). I have created a web interface where user can write a…