Meet Train Invaders: Jupyter Notebook + Space Invaders!?

Aporia has partnered with Portkey to provide secure and reliable Guardrails for production. The company also introduced MLNotify, an open-source tool that sends data scientists notifications when their models finish training via web, mobile or email. Additionally, Train Invaders, a space invaders game integrated into Jupyter notebooks during model training, has been launched to make the process more enjoyable for data scientists. The code for Train Invaders is available on GitHub and users are encouraged to contribute ideas for improvement. Demand Forecasting ML models have significant potential to increase revenue and streamline business operations in retail sectors like Target, Walmart, Macy's, and Kohl's.

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