pyladiesams / time-series-forecasting-sep2023

Time series forecasting for business workshop. Learn how to quickly prototype forecasts with pycaret

Time series forecasting for business

Presentation: Forecasts_workshop

Workshop description

During the course of the workshop, you will acquire the skills necessary to preprocess data for the purpose of time series forecasting, generate relevant features, and implement appropriate analytical models within various business contexts.

Requirements

• Git
• Python 3.8 or higher
• VS Code preferably

Usage

• Clone the repository and navigate to its root
• Create an environment from base: conda create --name pyladies python=3.9
• Activate new environment: conda activate pyladies
• Run the first lines of the notebook and check if it works (installation of pycared takes about 7min)

Video record

Re-watch this YouTube stream

Credits

This workshop was set up by @pyladiesams, @vaniki and @magbrach