Ultimate guide to handle Big Datasets for Machine Learning using Dask (in Python)
Introduction Have you ever tried working with a large dataset on a 4GB RAM machine? It starts heating up while doing simplest of machine …
Machine Learning
The Best Machine Learning GitHub Repositories & Reddit Threads from July 2018
Introduction Did you ever imagine you could become an artist without knowing how to paint or even hold a paintbrush? This is what you …
An Introductory Guide to Maximum Likelihood Estimation (with a case study in R)
Introduction Interpreting how a model works is one of the most basic yet critical aspects of data science. You build a model which is …
The Top GitHub Repositories & Reddit Threads Every Data Scientist should know (June 2018)
Introduction Half the year has flown by and that brings us to the June edition of our popular series – the top GitHub repositories …
Comprehensive Guide to build a Recommendation Engine from scratch (in Python)
Introduction In today’s world, every customer is faced with multiple choices. For example, If I’m looking for a book to read without any specific idea …
A Comprehensive Guide to Ensemble Learning (with Python codes)
Introduction When you want to purchase a new car, will you walk up to the first car shop and purchase one based on the …
Don’t miss out on these awesome GitHub Repositories & Reddit Threads for Data Science & Machine Learning (May 2018)
Introduction GitHub and Reddit both serve as interesting discovery platforms for me. I not only learn some of the best applications of data science, …
The Most Comprehensive Data Science & Machine Learning Interview Guide You’ll Ever Need
Introduction Are you aspiring to become a data scientist, but struggling to crack the interviews? Well – you’re not alone! Getting a break in …
24 Ultimate Data Science Projects To Boost Your Knowledge and Skills (& can be accessed freely)
This article was originally published on October 26, 2016 and updated with new projects on 30th May, 2018. Introduction Data science projects offer you …
19 Data Science and Machine Learning Tools for people who Don’t Know Programming
This article was originally published on 5 May, 2016 and updated with the latest tools on May 16, 2018. Introduction Programming is an integral …
