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

Marco Peixeiro
in
Towards Data Science

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

Mixture of KAN Experts for High-Performance Time Series Forecasting

Sep 11

Marco Peixeiro
in
Towards Data Science

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

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

Aug 20

Marco Peixeiro
in
Towards Data Science

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

TimeMixer: Exploring the Latest Model in Time Series Forecasting

Jul 23

Marco Peixeiro

Easily Deploy and Serve a LLM with NVIDIA NIM

A hands-on introduction to NVIDIA NIM and how to deploy LLMs on your own infrastructure.

Jul 16

Easily Deploy and Serve a LLM with NVIDIA NIM

Jul 16

Marco Peixeiro
in
Towards Data Science

SOFTS: The Latest Innovation in Time Series Forecasting

Discover the architecture of SOFTS and the novel STAD module, and apply it in a forecasting project using Python.

Jun 11

SOFTS: The Latest Innovation in Time Series Forecasting

Jun 11

Marco Peixeiro
in
Towards Data Science

Kolmogorov-Arnold Networks (KANs) for Time Series Forecasting

Discover the Kolmogorov-Arnold Networks (KANs) and apply them for time series forecasting using Python

May 14

Kolmogorov-Arnold Networks (KANs) for Time Series Forecasting

May 14

Marco Peixeiro
in
Towards Data Science

BiTCN: Multivariate Time Series Forecasting with Convolutional Networks

Discover the BiTCN model for multivariate time series forecasting, explore its architecture, and implement it in Python.

May 1

BiTCN: Multivariate Time Series Forecasting with Convolutional Networks

May 1

Marco Peixeiro
in
Towards Data Science

iTransformer: The Latest Breakthrough in Time Series Forecasting

Discover the architecture of iTransformer and apply the model in a small experiment using Python.

Apr 9

iTransformer: The Latest Breakthrough in Time Series Forecasting

Apr 9

Marco Peixeiro
in
Towards Data Science

Chronos: The Latest Time Series Forecasting Foundation Model by Amazon

Take a deep dive into Chronos, its inner workings, and how to apply it in your forecasting projects using Python.

Mar 27

Chronos: The Latest Time Series Forecasting Foundation Model by Amazon

Mar 27

Marco Peixeiro
in
Towards Data Science

Time-LLM: Reprogram an LLM for Time Series Forecasting

Discover the architecture of Time-LLM and apply it in a forecasting project with Python

Mar 5

Time-LLM: Reprogram an LLM for Time Series Forecasting

Mar 5

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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