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Using the Prophet package published by Facebook to do time series forecasting. This is a beginner's level walk-through

License: MIT License

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time-series prophet-facebook prophet-model python3 forecasting forecasting-model

forecast-with-prophet-intro's Introduction

Introduction to forecasting with the Prophet package

This the material for a beginner's level workshop for time series forecasting in python, using the Prophet package (https://facebook.github.io/prophet/). Previous python knowledge helps, specially if you have worked before with pandas and scikit-learn.

The workshop is presented at the PyLadies Hamburg meetup on Tuesday, April 27 2021. Slides presented during the workshop are available here: https://speakerdeck.com/meiradania/forecasting-getting-started-with-the-prophet-package

Prerequisites

  • Anaconda with Python 3.8
  • C++ compiler: gcc ≥9.0 or clang ≥10.0.

Installation

Create the conda environment in your workspace

$ conda create --name prophet-intro --file spec-file.txt

Authors

👤 Dânia Meira

LinkedIn: https://www.linkedin.com/in/daniameira/

Twitter: https://twitter.com/meiradani

👤 Lidia Yalew

LinkedIn: https://de.linkedin.com/in/lidia-yalew-78a20017b

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