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Fine-Tuning Hugging Face Language Models with Pytorch Lightning
In this article I will show how to harness the power of PyTorch Lightning to train and evaluate a Hugging Face Sentence Classification LLM.
Cristian Cardellino
Feb 9, 20248 min read


Generative vs. Discriminative Models in Machine Learning
What are Generative Models? What are Discriminative Models? In this article we'll go through the fundamentals of each type of model.
Cristian Cardellino
Feb 7, 20249 min read


Data Privacy & The Big Brother
In recent years, big data collection has become a powerful tool for businesses and organizations to extract valuable insights and make...

Claudio S. De Mutiis
Nov 2, 20238 min read


Logistic Regression & Cross-Entropy
Logistic regression is a very popular machine learning algorithm that is primarily used for binary classification tasks. It is a model that applies the logistic (or sigmoid) function to a linear combination of input features to produce a probability estimate for class membership. With its simplicity and interpretability, logistic regression has found widespread applications in various domains, including healthcare, marketing, finance, and social sciences. In this article, we

Claudio S. De Mutiis
Sep 27, 20233 min read


Beyond the Turing Test
Alan Turing, a British mathematician, logician, and computer scientist, played a seminal role in the development of artificial...

Claudio S. De Mutiis
Sep 17, 20238 min read


Boston Dynamics: Three Decades of Robotics Breakthroughs
Introduction Boston Dynamics is a robotics company that has made a significant impact in the field of robotics over the past few decades....

Claudio S. De Mutiis
Sep 14, 202311 min read
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