Marco Peixeiro – Medium

Marco Peixeiro

Featured Book

Time Series Forecasting in Python

Time Series Forecasting in Python

Build predictive models for time series data using statistical and deep learning methods.

2022

Stories

Published in

Discover XLinear for State-of-the-Art Forecasting Performance

Study the architecture of XLinear and apply it in a forecasting project using Python

4d ago

Discover XLinear for State-of-the-Art Forecasting Performance

4d ago

Published in

Explainability for Deep Learning Models in Time Series Forecasting

Measure the impact of past values and external features on your forecasts

Nov 19, 2025

Explainability for Deep Learning Models in Time Series Forecasting

Nov 19, 2025

Published in

Time Series Forecasting For Absolute Beginners

A small hands-on project with Mito to get started on your time series forecasting journey

Oct 28, 2025

Time Series Forecasting For Absolute Beginners

Oct 28, 2025

Published in

Extend N-BEATS for Accurate Time Series Forecasting

Learn how modifications to the N-BEATS model, through tuning the basis function, results in more accurate forecasts.

Jun 5, 2025

Extend N-BEATS for Accurate Time Series Forecasting

Jun 5, 2025

Published in

TimeXer for Time Series Forecasting with Exogenous Features

Discover the architecture of TimeXer and implement it in a small experiment using Python.

Apr 1, 2025

TimeXer for Time Series Forecasting with Exogenous Features

Apr 1, 2025

Published in

The Complete Introduction to Time Series Classification in Python

Learn the fundamental concepts of time series classification and apply them in a small project using Python

Jan 14, 2025

The Complete Introduction to Time Series Classification in Python

Jan 14, 2025

Published in

Time-MoE: The Latest Foundation Forecasting Model

Explore the open-source large time model Time-MoE and apply it in a small experiment using Python

Oct 29, 2024

Time-MoE: The Latest Foundation Forecasting Model

Oct 29, 2024

Published in

Mixture of KAN Experts for High-Performance Time Series Forecasting

Explore the RMoK model and its architecture, and apply it in a small experiment using Python.

Sep 11, 2024

Mixture of KAN Experts for High-Performance Time Series Forecasting

Sep 11, 2024

Published in

Hands-On with Moirai: A Foundation Forecasting Model by Salesforce

Discover the architecture and inner workings of Moirai and apply it in a forecasting project using Python

Aug 20, 2024

Hands-On with Moirai: A Foundation Forecasting Model by Salesforce

Aug 20, 2024

Published in

TimeMixer: Exploring the Latest Model in Time Series Forecasting

Discover and understand the inner workings of TimeMixer and apply it in your own forecasting project using Python

Jul 23, 2024

TimeMixer: Exploring the Latest Model in Time Series Forecasting

Jul 23, 2024

Marco Peixeiro

Marco Peixeiro

Book Author

Senior data scientist | Author | Instructor. I write hands-on articles with a focus on practical skills.

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