Harnessing the Power of Bagging in Ensemble Learning
Boost your model's accuracy with bagging! Learn how ensemble techniques can stabilize predictions and improve performance.
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Juan Manuel Ortiz de Zarate
- Jul 17
- 10 min
Biases in LLMs
Explore the hidden biases in LLMs and their impact. The opinions of which sector of society are reflected in them?
21 views
Juan Manuel Ortiz de Zarate
- May 25
- 9 min
Retrieval Augmented Generation: Increasing knowledge of your LLM
Dive into the world of Retrieval-Augmented Generation! See how RAG transforms AI responses by blending retrieval with generation.
20 views
Juan Manuel Ortiz de Zarate
- May 25
- 8 min
The Mathematics of Language
Computers model text with vectors. Using Word2Vec, FastText, and Transformers, they understand and generate context-aware text. Learn how!
20 views
Cristian Cardellino
- May 23
- 9 min
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.
13 views
Cristian Cardellino
- Apr 27
- 13 min
The Age of Digital Deception: The Dangers of Deep Fakes
Recent years have birthed a dangerous usage of the technology offered by neural networks, the deep fakes. We'll explore them in this article
11 views
Cristian Cardellino
- Apr 10
- 11 min
Generative Adversarial Networks (GANs): A Comprehensive Exploration
Let's explore Generative Adversarial Networks (GANs), one of the pioneers of Gen AI that was capable of producing photorealistic images.
9 views
Cristian Cardellino
- Mar 26
- 8 min
A Brief Introduction to Mixtures-of-Experts
In this article, we will explore the Mixture-of-Experts (MoE) and discuss the idea behind the gating mechanism used by the Sparse MoE.
25 views
Cristian Cardellino
- Mar 8
- 9 min
Variational Autoencoders: Intuitions and Math
In this article we will explore variational autoencoders in terms of the intuition behind them and the math needed to train them.
27 views
Cristian Cardellino
- Feb 28
- 8 min
A Brief Overview of Diffusion Models and Their Applications
In this article we will go through a brief review of diffusion models, how they work, what their usages are and what are the existing tools.
33 views
Cristian Cardellino
- Feb 16
- 11 min
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.
30 views
Claudio S. De Mutiis
- Sep 17, 2023
- 8 min
Beyond the Turing Test
Alan Turing, a British mathematician, logician, and computer scientist, played a seminal role in the development of artificial...
24 views
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