Feature Engineering for Images: A Valuable Introduction to the HOG Feature Descriptor
Overview Learn the inner workings and math behind the HOG feature descriptor The HOG feature descriptor is used in computer vision popularly for object …
feature engineering
3 Beginner-Friendly Techniques to Extract Features from Image Data using Python
Overview Did you know you can work with image data using machine learning techniques? Deep learning models are the flavor of the month, but …
A Hands-On Guide to Automated Feature Engineering using Featuretools in Python
This hands-on guide covers how you can perform automated feature engineering in Python using the open source library Featuretools.
24 Ultimate Data Science Projects To Boost Your Knowledge and Skills (& can be accessed freely)
This article list data science projects, taken from various open source data sets solving regression, classification, text mining, clustering
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 …
Deep Learning vs. Machine Learning – the essential differences you need to know!
Overview The article explains the essential difference between machine learning & deep learning Comparison between machine learning & deep learning explained with examples …
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 and Implement Natural Language Processing (with codes in Python)
Overview Complete guide on natural language processing (NLP) in Python Learn various techniques for implementing NLP including parsing & text processing Understand how to …
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 …
