Course Wiki

(Optional) Training a ride duration prediction model — MLOps Zoomcamp Module 1

Note: The NYC taxi data is now in parquet format, not CSV. Here's a [video](https://www.youtube.com/watch?v=r94QjpX9vSE&list=PL3MmuxUbc_hIUISrluw_A7wDSmfOhErJK) that explains how to read parquet data.

MLOps Zoomcamp › Module 1: Introduction › (Optional) Training a ride duration prediction model

Notes

Note: The NYC taxi data is now in parquet format, not CSV. Here’s a video that explains how to read parquet data.

Links:

• Notebook

Key concepts

• Jupyter Notebooks

Related notes

• mlops-m01-1-github-codespaces
• mlops-m01-2-vm-in-aws
• mlops-m01-course-overview
• mlops-m01-environment-preparation
• mlops-m01-homework
• mlops-m01-introduction
• mlops-m01-mlops-maturity-model
• mlops-m02-getting-started-with-mlflow
• mlops-m02-homework
• mlops-m03-turning-the-notebook-into-a-python-script
• mlops-m03-using-an-orchestrator
• mlops-m04-mlops-zoomcamp-4-6-batch-scoring-with-mage

Sources

• Video
• Lesson file