Vincent Granville Articles and Books

Vincent Granville's articles, tutorials, and eBooks about machine learning, data science, mathematics and related topics. Written in simple English.

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Sunday, May 22, 2022

Fuzzy Regression: A Generic, Model-free, Math-free Machine Learning Technique

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  A different way to do regression with prediction intervals. In Python and without math. No calculus, no matrix algebra, no statistical eng...
Tuesday, May 17, 2022

New Book: Approaching (Almost) Any Machine Learning Problem

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This self-published book is dated July 2020 according to Amazon. But it appears to be an ongoing project. Like many new books, the material ...
Tuesday, May 10, 2022

How to Create/Use Great Synthetic Data for Interpretable Machine Learning

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I share here my new article on synthetic data and interpretable machine learning. It will show you how to set up such an environment. I also...
Monday, April 25, 2022

Upcoming Books and Articles on MLTechniques.com

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Here I share my roadmap for the next 12 months. While I am also looking for external contributors and authors to add more variety, my focus ...
Wednesday, March 16, 2022

Advanced Machine Learning with Basic Excel - Part 1

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Learn advanced machine learning techniques using Excel. No coding required. It is amazing what you can do with a simple tool such as Excel. ...
Tuesday, March 15, 2022

Machine Learning Textbook: Stochastic Processes and Simulations (Volume 1)

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The book is available on our e-store, here . View the table of contents, bibliography, index, list of figures and exercises here on my GitH...

Hidden decision trees revisited (2013)

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  This is a revised version of an earlier article  posted on AnalyticBridge . Hidden decision trees (HDT) is a technique patented by Dr. Gra...
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About Me

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Vincent Granville
Founder and self-publisher at DataShaping.com. Data science pioneer, 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).
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