Luís Roque – Medium

Luís Roque

Featured Book

Deep Learning for Time Series Cookbook: Use Pytorch and Python Recipes for Forecasting, Classification, and Anomaly Detection

Deep Learning for Time Series Cookbook: Use Pytorch and Python Recipes for Forecasting, Classification, and Anomaly Detection

This book guides you through applying deep learning to time series data with the help of easy-to-follow code recipes using Python.

2024

Luís Roque, et al.

Luís Roque, Vitor Cerqueira

Stories

Luís Roque
in
Towards Data Science

TimesFM: The Boom of Foundation Models in Time Series Forecasting

Explore How Google’s Latest AI Model Delivers Zero-Shot Forecasting Accuracy Using Over 307 Billion Data Points

Sep 20

TimesFM: The Boom of Foundation Models in Time Series Forecasting

Sep 20

Luís Roque
in
Towards Data Science

The Evolution of Llama: From Llama 1 to Llama 3.1

A Comprehensive Guide to the Advancements and Innovations in the Family of Llama Models from Meta AI

Sep 6

The Evolution of Llama: From Llama 1 to Llama 3.1

Sep 6

Luís Roque
in
Towards Data Science

Gemma vs. Llama vs. Mistral: Exploring Smaller AI Models

A Comparative Study of Small-Scale Language Models: Evaluating Gemma, Llama 3, and Mistral in Reading Comprehension Tasks

Aug 6

Gemma vs. Llama vs. Mistral: Exploring Smaller AI Models

Aug 6

Luís Roque

Research to Production: Relative Answer Quality (RAQ) and NVIDIA NIM

A Step-by-Step Approach to LLM Evaluation and Deployment with Relative Answer Quality (RAQ) and NVIDIA NIM

Jul 10

Research to Production: Relative Answer Quality (RAQ) and NVIDIA NIM

Jul 10

Luís Roque
in
Towards Data Science

MMM: Bayesian Framework for Marketing Mix Modeling and ROAS

Bayesian framework to model media channels performance, Return on Ad Spend (ROAS), and budget allocation using PyMC

Jun 6

MMM: Bayesian Framework for Marketing Mix Modeling and ROAS

Jun 6

Luís Roque
in
Towards Data Science

Moirai: Time Series Foundation Models for Universal Forecasting

The future of predictive analytics: Explore Moirai, Salesforce’s new foundation model for advanced time series forecasting

Apr 11

Moirai: Time Series Foundation Models for Universal Forecasting

Apr 11

Luís Roque
in
Towards Data Science

Chronos: The Rise of Foundation Models for Time Series Forecasting

Exploring Chronos: How foundational AI models are setting new standards in predictive analytics

Apr 5

Chronos: The Rise of Foundation Models for Time Series Forecasting

Apr 5

Luís Roque
in
Towards Data Science

TimeGPT vs TiDE: Is Zero-Shot Inference the Future of Forecasting or Just Hype?

Foundational models: A comprehensive comparison of TimeGPT and TiDE in time series forecasting

Mar 14

TimeGPT vs TiDE: Is Zero-Shot Inference the Future of Forecasting or Just Hype?

Mar 14

Luís Roque
in
Towards Data Science

FinalMLP: A Simple yet Powerful Two-Stream MLP Model for Recommendation Systems

Discover how FinalMLP transforms online recommendations: unlocking personalized experiences with cutting-edge AI research

Feb 24

FinalMLP: A Simple yet Powerful Two-Stream MLP Model for Recommendation Systems

Feb 24

Luís Roque
in
Towards Data Science

Seamless: In-Depth Walkthrough of Meta’s New Open-Source Suite of Translation Models

Meta’s open-source Seamless models: A deep dive into translation model architectures and a Python implementation guide using HuggingFace

Feb 16

Seamless: In-Depth Walkthrough of Meta’s New Open-Source Suite of Translation Models

Feb 16

Luís Roque

Luís Roque

Book Author

Founder & Partner @ ZAAI | VP Data & AI @ Marley Spoon | AI Advisor @ CableLabs | Ph.D. Researcher AI @ LIACC | Cofounder & ex-CEO @ HUUB (acquired by Maersk)

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