Random Wall

PV's blog - Assorted compilation of posts in areas of Machine Learning , Python and C++11 .
PV can be reached at prakashpvss@gmail.com. All the code and Python notebooks present in this blog can be found at the git repo git repo.

Deep Learning with Tensor Flow and pyTorch

Linear Regression with Tensor Flow

Linear Regression with pyTorch

Implementing a Feed Forward Neural Network from Scratch

Two Layer Perceptron on CIFAR10 dataset

Convolutional Neural Networks for CIFAR10 Image classification - Keras with TF Backend

Fully Convolutional Network for Image Segmentation - Kaggle Ultrasound nerve Segmentation Data

Differentiation of Cross Entropy Loss for Back Propogation

Left Ventricle Segmentation from Short Axis MRI Data using FCN

MIAS Breast Classification using VGG16 Transfer Learning

Python Review

Python Review #1: Iterators and Generators

Python / Numpy Tutorial

Opencv With Python - Basic Operations and Face Detection using Haar Cascades

Image Processing & Computer Vision

Image Segmentation Using Guassian Mixture Models in Scikit Learn

HOG + SVM - Detection of vehicles for Self Driving Cars

Udacity Machine Learning NanoDegree Projects

Model Evaluation

UnSupervised Learning

Supervised Learning

Capstone Project Report

Udacity Machine Learning Nano Degree Certificate