A definitive guide to accessing files from anywhere with Google Colab — Stuck behind the paywall? Click here to read the full article with my friend link. Google Colaboratory is a free Jupyter notebook environment that runs on Google’s cloud servers, letting the user leverage backend hardware, like GPUs and TPUs. …

Improve model accuracy by removing background from your training data set — Stuck behind the paywall? Click here to read the full article with my friend link. Welcome back! This is the second part of a three part series on image classification. I recommend you to first go through Part 1 of the series if you haven’t already (link below). I’ve gone…

Prevent your models from over-fitting by expanding your training data set — Stuck behind the paywall? Click here to read the full article with my friend link Image augmentation is a technique for artificially adding more images to your image data to expand the data set. It is mostly used to add variety to the data set so that models don’t over-fit. …

Stuck behind the paywall? Click here to read the full story with my friend link. This was my first Python project, one which I built as a part of Ardit Sulce’s The Python Mega Course on Udemy (a very useful course if you want to gain a holistic view of…

Make sure your users are who they say they are — Stuck behind the paywall? Click here to read the full article with my friend link You have surely come across CAPTCHAs on websites to validate if you are a human or a robot. What started as a collaboration platform for the digitization of illegible books has now evolved to a…

And a brush-up on hex color codes — Stuck behind the paywall? Click here to read the full article with my friend link. There are often times when you need the color of a UI element to be in sync with a value. For example, when predicting employee attrition, a higher percentage being denoted with a redder font…

A classic algorithms interview question — Stuck behind the paywall? Click here to read the full article with my friend link. Here is the approach to take for this classic algorithms interview question (thanks to Adwait for improving on my previous approach):

Stuck behind the paywall? Click here to read the full story with my friend link. Natural Language Processing (NLP) is a huge and ever-growing field with innumerable applications ranging like sentiment analysis, Named-Entity Recognition (NER), text classification, and more. This article is intended to be a beginner’s guide to basic…