A Simple Regression Problem
This article is part of a new series featuring problems with solution, to help you hone your machine learning and pattern recognition skills. Try to… Read More »A Simple Regression Problem
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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).
Covid-19: Fundamental Statistics that are Ignored
This is not a discussion as to whether the data is flawed or not, or whether we are comparing apples to oranges or not (the… Read More »Covid-19: Fundamental Statistics that are Ignored
Central Limit Theorem for Non-Independent Random Variables
The original version of the central limit theorem (CLT) assumes n independently and identically distributed (i.i.d.) random variables X1, …, Xn, with finite variance. Let… Read More »Central Limit Theorem for Non-Independent Random Variables
Salary Trends for Data Scientists and Machine Learning Professionals
Source: here If you are wondering how much a data scientist earns, whether you are a hiring manager or looking for a job, there are… Read More »Salary Trends for Data Scientists and Machine Learning Professionals
More Fun Math Problems for Machine Learning Practitioners
This is part of a series featuring the following aspects of machine learning: Mathematics, simulations, benchmarking algorithms based on synthetic data (in short, experimental data… Read More »More Fun Math Problems for Machine Learning Practitioners
The Machine Learning Process in 7 Steps
In this article, I describe the various steps involved in managing a machine learning process from beginning to end. Depending on which company you work… Read More »The Machine Learning Process in 7 Steps
The Pros and Cons of Working for a Startup
As a machine learning professional, I have worked for several startups ranging from zero to 600 employees, as well as companies such as eBay, Wells… Read More »The Pros and Cons of Working for a Startup
Simple Introduction to Public-Key Cryptography and Cryptanalysis: Illustration with Random Permutations
In this article, I illustrate the concept of asymmetric key with a simple example. Rather than discussing algorithms such as RSA, (still widely used, for… Read More »Simple Introduction to Public-Key Cryptography and Cryptanalysis: Illustration with Random Permutations
Could Machine Learning Practitioners Prove Deep Math Conjectures?
Many of us have solid foundations in math or have an interest in learning more, and are passionate about solving difficult problems during our free… Read More »Could Machine Learning Practitioners Prove Deep Math Conjectures?
Fun Math Problems for Machine Learning Practitioners
This is part of a series featuring the following aspects of machine learning: Mathematics, simulations, benchmarking algorithms based on synthetic data (in short, experimental data… Read More »Fun Math Problems for Machine Learning Practitioners