Yet Another Blog about Machine Learning

Training Compute-Optimal LLMs

arxiv
In a paper published in 2022, researchers from DeepMind showed how we can…
Apr 17, 2023
Gianluca Rossi

 

Why Kaggle is the best way to sharpen your ML skills

kaggle
A recent post on Twitter made me realize many don’t notice the actual value Kaggle brings to the larger ML community and Kagglers.
Jun 19, 2021
Gianluca Rossi

How to become a more effective ML/DL practitioner

deep learning
machine learning
productivity
This article is aimed to any practitioners that wants to become more effective. This is of course just my opinion, but I hope it…
May 29, 2021
Gianluca Rossi

How to start a career in Data Science

deep learning
machine learning
advice
I’ve been asked this question many times by young practitioners and recent graduates. “What advice would you give to someone starting a career in Data Science?”.
May 28, 2021
Gianluca Rossi

The 1cycle policy

arxiv
In his most recent work, Leslie N. Smith gives extremely useful practical advice on how to train neural networks and tune the most important hyper-parameters. In his experiments, Smith was able to…
Oct 28, 2018
Gianluca Rossi

Statistical Rethinking

books
statistics
bayes
After reading the excellent reviews in Amazon, I decided to give it a go to the text-book Statistical Rethinking by Richard McElreath. Long story short, I can’t praise enough the author for this great book that I wish I have discovered…
Sep 14, 2018
Gianluca Rossi

 

A brief introduction about Entropy

information-theory
Information Theory is a cornerstone of Machine Learning, yet most Data Science practitioners haven’t been formally…
Mar 21, 2018
Gianluca Rossi

Welcome to my blog

news
Welcome to my blog!
Feb 26, 2018
Gianluca Rossi
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