A Hands-On Guide to Automated Feature Engineering using Featuretools in Python
Introduction Anyone who has participated in machine learning hackathons and competitions can attest to how crucial feature engineering can be. It is often the …
feature engineering
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 …
Perform Automated Feature Engineering in Python with Featuretools
Overview Feature Labs has launched a set to tools to make machine algorithms train quicker Automated feature engineering is at the heart of it …
Winner’s Approach – Rampaging DataHulk MiniHack, AV DataFest 2017
Introduction Who are you competing with? While participating in a hackathon, a lot of people think that they are competing against the top data …
Ultimate Guide to Understand & Implement Natural Language Processing (with codes in Python)
Introduction According to industry estimates, only 21% of the available data is present in structured form. Data is being generated as we speak, as we …
Tutorial – Data Science at Command Line with R & Python (Scikit Learn)
Introduction The thought of doing Data Science at Command Line may possibly cause you to wonder, what new devilry is that? As if, it …
Winners Talk: Top 3 Solutions of The Seer’s Accuracy Competition
Introduction Surprises arrive when you expect them least to arrive. The Seer’s Accuracy turned out to be a challenging surprise for data scientists. So, what changed …
Winning Solutions of DYD Competition – R and XGBoost Ruled
Introduction It’s all about an extra mile one is willing to walk! Winning a data science competition require 2 things: Persistence and Willingness to try …
Complete Solution: How I got in Top 11% of Kaggle Telstra Competition ?
Introduction Telstra is Australia’s largest telecommunications network. Telstra Network Disruptions (TND) Competition ended on 29th February 2016. This was a recruiting competition. At Analytics Vidhya, I’ve …
Approach and Solution to break in Top 20 of Big Mart Sales prediction
Introduction Practice problems or data science projects are one of the best ways to learn data science. You don’t learn data science until you …
