18 Timeless Data Science Articles
This is our second post of a new series featuring articles published long ago. We manually selected articles that were most popular or overlooked, time-insensitive… Read More »18 Timeless Data Science Articles
Home » Archives for Vincent Granville
Vincent Granville
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).
Learn Python for Data Science from Scratch
This tutorial is full of useful links, references, and comments. It is organized as follows: Content Why Python? Step 1: Learning the basics Books Step… Read More »Learn Python for Data Science from Scratch
14 Great Blogs Posted in the last 12 Months
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 »14 Great Blogs Posted in the last 12 Months
Understanding the Changing Position Roles in Data Science
Is everyone a ‘data scientist’? What about ‘data engineers’ and the junior versus senior, or skill level distinctions? We do seem to need some agreement… Read More »Understanding the Changing Position Roles in Data Science
Machine Learning Summarized in One Picture
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
Deep Learning Cheat Sheet (using Python Libraries)
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)
18 Great Blogs Posted in the last 12 Months
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
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… Read More »Which machine learning algorithm should I use?
Book: Data Science for the Layman: No Math Added
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
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… Read More »Key Machine Learning PreReq: Viewing Linear Algebra through the right lenses