Roberto Iriondo

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https://www.robertoiriondo.com/

Machine Learning

Top 10 Essential Machine Learning Books To Build A Strong Foundation in ML

Roberto Iriondo - September 3, 2024

TL;DR: This blog post highlights ten must-read machine learning books for anyone looking to build a strong foundation in ML. These books have been...

Large Language Models

Building LLMs for Production: A Comprehensive Book Review

Roberto Iriondo - September 1, 2024

Explore the practical guide, Building LLMs for Production: Enhancing LLM Abilities and Reliability with Prompting, Fine-Tuning, and RAG, by Louie Peters and Louis-François Bouchard, published by Towards AI. Learn how to build production-ready

Image Generation

Exploring Hidden Gems in Peru Through the Lens of World of Warcraft

Roberto Iriondo - August 28, 2024

TL;DR: I've been an avid World of Warcraft player since its release in 2004, even during times when I had to take a break...

Trends

Understanding Model Collapse: A Hidden Threat in Generative AI

Roberto Iriondo - August 27, 2024

TL;DR: Model collapse is a phenomenon where AI models trained on recursively generated data gradually lose their ability to produce accurate and diverse outputs...

Generative AI

Best Books on Generative AI

Roberto Iriondo - August 25, 2024

This blog post recommends some of the best books on Generative AI. The books cover a wide range, from foundational concepts to practical applications and even building your own LLMs. Whether you're a developer or just curious about this rapidly evolving field, there's a book to help you on your journey.

Large Language Models

Top Books on Large Language Models (LLMs)

Roberto Iriondo - August 6, 2024

This blog post recommends the top books on Large Language Models (LLMs). The books cover a wide range, from foundational concepts to practical applications and even building your own LLMs. Whether you're a developer or just curious about this rapidly evolving field, there's a book to help you on your journey.

Image Generation

Exploring Futuristic Visions of Peru Through AI Image Generation

Roberto Iriondo - August 5, 2024

TL;DR: This blog post explores the process of generating futuristic yet realistic scenery images of Peru using AI tools. We discuss the inspirations behind each...

Generative AI

Unraveling the Magic of Generative AI: The Ultimate FAQ Extravaganza! ✨

Roberto Iriondo - March 20, 2023

Top of the most common questions in generative AI answered TL;DR: Buckle up for an exciting ride through the world of Generative AI! In this comprehensive FAQ,...

Generative AI

Hallucinations in Generative AI: What Happens Inside Large Language Models

Roberto Iriondo - February 21, 2023

TL;DR: Hallucinations in generative AI refer to instances where AI generates content that is not based on input data, leading to potentially harmful or misleading...

Generative AI

Prompt Engineering 101

Roberto Iriondo - February 20, 2023

TL;DR: Writing effective prompts is crucial for getting the best output from machine learning models. To design a good prompt, you should guide the model...

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