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Vincent Granville's Blog – June 2021 Archive (4)

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,…
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Added by Vincent Granville on June 19, 2021 at 7:26am — No Comments

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 for, you may or may not be involved in all the steps. In larger companies, you typically focus on one or two specialized aspects of a project. In small companies, you may be involved in all…

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Added by Vincent Granville on June 12, 2021 at 7:00pm — No Comments

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 Fargo, Visa and Microsoft. Here I share my experience. A brief summary can be found in my conclusions, at the bottom of this article.

It is not easy to define what a startup is. The first…

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Added by Vincent Granville on June 3, 2021 at 6:30pm — 1 Comment

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 instance to set up a secure website) I focus on a system easier to understand, based on random permutations. I discuss how to generate these random permutations and compound them, and how to…

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Added by Vincent Granville on June 1, 2021 at 7:30pm — No Comments

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