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The Brains Behind AI’s Evolution
Discover how neural networks power modern AI, from deep learning to generative models, shaping the future of technology and innovation.

Juan Manuel Ortiz de Zarate
Mar 149 min read
2 views


Benchmarking AI Across Disciplines
SuperGPQA evaluates LLMs across 285 disciplines with 26,529 questions, testing their reasoning and knowledge beyond traditional fields.

Juan Manuel Ortiz de Zarate
Feb 269 min read
3 views


Data Balancing With K-Means
A clustering-based method balances web-scraped datasets, improving AI model performance by ensuring diverse and uniform data representation.

Juan Manuel Ortiz de Zarate
Oct 4, 20249 min read
11 views


Introduction to Reinforcement Learning
Master the magic of reinforcement learning! See how AI learns to make decisions from scratch and optimizes actions.

Juan Manuel Ortiz de Zarate
Jun 7, 202410 min read
11 views


MLFlow + Hydra: A Framework for Experimentation with Python
In this article I share a experimentation framework I work with in my daily job. It uses MLFlow and Hydra to facilitate hypothesis testing.
Cristian Cardellino
May 23, 20249 min read
41 views


Tracking Multiple Experiments with Hydra
In this article we'll explore Hydra, a tool for managing multiple configuration parameters and file when doing machine learning for research
Cristian Cardellino
May 5, 202410 min read
17 views


Analyzing Discourse with Artificial Intelligence: What is Argumentation Mining?
Are political discourses consistent? Is a judgment fair? In this article, we'll explore argumentation mining, an AI field to analyze debates
Cristian Cardellino
Apr 21, 202410 min read
12 views


Practical Machine Learning for Industry
In this article I'll share with you some advice based on personal experience when doing practical machine learning for the industry.
Cristian Cardellino
Feb 22, 202411 min read
23 views


Keeping Track of Experiments with MLFlow
This article introduces MLFlow and shows you how this great tool can help you boost your productivity in an experimentation environment.
Cristian Cardellino
Feb 16, 202411 min read
47 views


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
44 views


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...

Claudio S. De Mutiis
Sep 27, 20233 min read
120 views
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