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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

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
in
Towards Data Science

Lag-Llama: Open-Source Foundation Model for Time Series Forecasting

Explore the architecture of Lag-Llama and learn to apply it in a forecasting project using Python

Feb 13

Lag-Llama: Open-Source Foundation Model for Time Series Forecasting

Feb 13

Marco Peixeiro
in
Towards Data Science

Introduction to Causal Inference with Machine Learning in Python

Discover the concepts and basic methods of causal machine learning applied in Python

Jan 24

Introduction to Causal Inference with Machine Learning in Python

Jan 24

Marco Peixeiro
in
Towards Data Science

Time Series Forecasting with TiDE

Explore the architecture of TiDE and apply it in a forecasting project using Python

Jan 9

Time Series Forecasting with TiDE

Jan 9

Marco Peixeiro
in
Towards Data Science

Conformal Predictions in Time Series Forecasting

Explore the concept of conformal predictions applied to the field of time series forecasting and implement it in Python

Dec 12, 2023

Conformal Predictions in Time Series Forecasting

Dec 12, 2023

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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