Matteo Barbieri – Medium

Matteo Barbieri

Matteo Barbieri
in
Geek Culture

tmux, oh-my-zsh and aliases: 3 tips to suck less at Unix terminal

The unix terminal has plenty of powerful tools to make your life much easier: here’s a choice!

8 min readJun 21, 2021

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tmux, oh-my-zsh and aliases: 3 tips to suck less at Unix terminal

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Matteo Barbieri
in
Towards Data Science

Ruining Sudoku — A Data Science project (Part 4: Deployment and retro)

The fourth and final article of the “Ruining Sudoku” series, where we discuss how to package your code in a web app using Docker.

6 min readNov 2, 2020

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Ruining Sudoku — A Data Science project (Part 4: Deployment and retro)

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Matteo Barbieri
in
Towards Data Science

Ruining Sudoku — A Data Science project (Part 3: Digits recognition and Sudoku solver)

How to implement a digits recognizer that _actually_ works in real life and not only on the training set. F*** you, MNIST!

7 min readOct 26, 2020

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Ruining Sudoku — A Data Science project (Part 3: Digits recognition and Sudoku solver)

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Matteo Barbieri
in
Towards Data Science

Ruining Sudoku — A Data Science project (Part 2: Data Preprocessing)

The second of a series of articles dedicated to how to use Data Science as an excuse to annoy an unpleasant relative!

5 min readOct 19, 2020

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Ruining Sudoku — A Data Science project (Part 2: Data Preprocessing)

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Matteo Barbieri
in
Towards Data Science

Ruining Sudoku — A Data Science project (Part 1: Introduction and Project Design)

Everybody loves Sudoku, it brings joy to people. Let me show you how to fix that with AI

7 min readOct 12, 2020

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Ruining Sudoku — A Data Science project (Part 1: Introduction and Project Design)

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Matteo Barbieri

Why MNIST is the worst thing that has ever happened to humanity

It’s the gateway drug to CNNs and Deep Learning, but it teaches a dangerously wrong lesson: unrealistically optimistic expectations.

6 min readOct 5, 2020

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Why MNIST is the worst thing that has ever happened to humanity

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Matteo Barbieri

Matteo Barbieri

Data scientist, Deep Learning enthusiast, Python lover. Also problem solver, things misplacer and synthwave listener. Advancing humankind @ Peltarion.

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