Which machine learning algorithm should I use?
By Hui Li, Principal Staff Scientist, Data Science, at SAS. A typical question asked by a beginner, when facing a wide variety of machine learning algorithms, is “which...
Home » You searched for data science
Search Results for: data science
Key Machine Learning PreReq: Viewing Linear Algebra through the right lenses
Guest blog by Ashwin Rao. Ashwin is Vice President, Data Science & Optimization at Target. The tech industry has gone berserk – everyone wants to develop “sk...
Introduction to Principal Component Analysis
This formula-free summary provides a short overview about how PCA (principal component analysis) works for dimension reduction, that is, to select k features (also called...
What Happens in 60-Seconds Online? – Infographics
Originally posted on Data Science Central This infographic on Shopper Marketing was created by Steve Hashman and his team. Steve is Director at Exponential...
Keeping Your Job in the Age of Automation
Summary: What are the real threats of job loss from real and AI enhanced virtual robots? How do we position ourselves and our children to succeed in this new environm...
Open Source Deep Learning Frameworks and Visual Analytics
Deep Learning gets more and more traction. It basically focuses on one section of Machine Learning: Artificial Neural Networks. This article explains why Deep Learning is...
Artificial Intelligence: Look Ma, No Hands!
Artificial Intelligence: Look Ma, No Hands! To Begin With The End.. I am having a hard time making a machine suffer. It being an egoless version of me. Strengthening lea...
Detecting Fake News, Fake Reviews, Fake Accounts, Fake Pictures
A while back, I was reading an article posted on Facebook, about Clovis people found alive and well living in Florida, with a picture featuring tribesmen (see below.) Th...
There’s Nothing Like a Huge Public Failure to Boost Interest in AI
Summary: We are swept up by the rapid advances in AI and deep learning, and tend to laugh off AI’s failures as good fodder for YouTube videos. But those failures ar...
Learn under the hood of Gradient Descent algorithm using excel
When I first started out learning about machine learning algorithms, it turned out to be quite a task to gain an intuition of what the algorithms are doing. Not just beca...