Author and Publisher at MLtechniques.com. Machine learning scientist, mathematician, book author (Wiley), patent owner, former post-doc at Cambridge University, former VC-funded executive, with 20+ years of corporate experience including CNET, NBC, Visa, Wells Fargo, Microsoft, eBay. Vincent also founded and co-founded a few start-ups, including one with a successful exit (Data Science Central acquired by Tech Target).
Here is a nice summary of traditional machine learning methods, from Mathworks. I also decided to add the following picture below, as it illustrates a method… Read More »Machine Learning Summarized in One Picture
We added one new cheat sheet to our list of data science cheat sheets: Deep Learning Cheat Sheet (using Python Libraries) Previous entries include: PySpark… Read More »Deep Learning Cheat Sheet (using Python Libraries)
This is part of a new series of articles: once or twice a month, we post previous articles that were very popular when first published.… Read More »18 Great Blogs Posted in the last 12 Months
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… Read More »Which machine learning algorithm should I use?
Want to get started on data science? Our promise: no math added. This book has been written in layman’s terms as a gentle introduction to… Read More »Book: Data Science for the Layman: No Math Added
Guest blog by Ashwin Rao. Ashwin is Vice President, Data Science & Optimization at Target. The tech industry has gone berserk – everyone wants to develop… Read More »Key Machine Learning PreReq: Viewing Linear Algebra through the right lenses
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… Read More »Introduction to Principal Component Analysis
The alphabet of data science… Artificial Intelligence:: AI is the capability of a machine to imitate intelligent human behavior. BMW, Tesla, Google are using AI for… Read More »The Alphabet of Data Science
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… Read More »Detecting Fake News, Fake Reviews, Fake Accounts, Fake Pictures
Here are a few challenges for the mathematically inclined – most data scientists are. This is just fun problems if you have some time to… Read More »Seasons in Binary Star Planetary Systems
