An End-to-End Guide to Understand the Math behind XGBoost
Introduction Ever since its introduction in 2014, XGBoost has been lauded as the holy grail of machine learning hackathons and competitions. From predicting ad …
A Simple Introduction to Facial Recognition (with Python codes)
Introduction Did you know that every time you upload a photo to Facebook, the platform uses facial recognition algorithms to identify the people in …
Ultimate Guide: Building a Mask R-CNN Model for Detecting Car Damage (with Python codes)
Introduction The applications of computer vision continue to amaze. From detecting objects in a video, to counting the number of people in a crowd, …
MyStory: Step by Step process of How I Became a Machine Learning Expert in 10 Months
Introduction Not so long ago, using the pivot tables option in Excel was the upper limit of my skills with numbers and the word …
Using the Power of Deep Learning for Cyber Security
Introduction The majority of the deep learning applications that we see in the community are usually geared towards fields like marketing, sales, finance, etc. …
Hiring the Right Data Scientist – The Needle in a Haystack Problem
Introduction One of the most common questions asked these days is what makes a good data scientist. The simple answer – it depends. The …
Data Science in the Indian Agriculture Industry
Introduction Agriculture is the backbone of the Indian economy, but the industry currently needs more support than any other. India is a country of …
An Introduction to Graph Theory and Network Analysis (with Python codes)
Introduction “A picture speaks a thousand words” is one of the most commonly used phrases. But a graph speaks so much more than that. …
Demystifying Information Security Using Data Science
Introduction When you search for security data science on the internet, it’s difficult to find resources with crisp and clear information about the use …
Using Data? Master the Science in Data Science
Introduction This past November, Avi Patchava and Paul Meinshausen participated in panel discussions at the Data Hack Summit in Bangalore and were encouraged to …
