November 24, 2020

A review on Deep learning based recommendation systems

Source: https://jameskle.com/writes/rec-sys-part-2 INTRODUCTION The number of research publications on deep learning-based recommendation systems has increased exponentially in the past recent […]
November 20, 2020

Four steps to setup Pytorch for my laptop GPU NVIDIA GTX 960m (Asus VivoBook n552vw) in Ubuntu 16.4

In this post, I’m gonna describe the steps I used to make Pytorch use GPU on my laptop (It takes […]
November 9, 2020

Restricted Boltzmann Machines (RBMs) Simply Explained

Contents Definition & Structure Reconstructions Probability Distributions Code Sample: Stacked RBMS Parameters & k Continuous RBMs Next Steps Other Resources […]
November 5, 2020

Collaborative Filtering based Recommendation methods Explained

https://realpython.com/build-recommendation-engine-collaborative-filtering Collaborative Filtering is the most common technique used when it comes to building intelligent recommender systems that can learn […]
May 20, 2020

Transfer Learning in Convolutional Neural Networks simply explained

Transfer learning involves taking a pre-trained neural network and adapting the neural network to a new, different data set. Depending […]
May 9, 2020

Installing g++ (C++ Compiler) on Windows

Follow these steps to install g++ (the GNU C++ compiler) for Windows. There is no room for creativity here; you must […]
May 2, 2020

Kalman Filter Simply Explained

Let’s start from what a Kalman filter is: It’s a method of predicting the future state of a system based […]
April 26, 2020

Common behavioral questions in job interviews

1. Getting to Know You What motivates you at work? Describe what your preferred supervisor—employee relationship looks like. What two […]