Top Open-Source Tools for Data Science Projects

Sumedha Sen

Jupyter Notebook is an open-source web application that allows you to create and share documents containing live code, equations, visualizations, and narrative text.

Apache Spark is a unified analytics engine for large-scale data processing.

Pytorch is a highly flexible and open-source machine learning framework that is widely used for developing neural network models.

MLFlow is an open-source platform from Databricks for managing the end-to-end machine learning lifecycle.

The Hugging Face has become a one-stop solution for open-source machine learning development.

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