Shypd.aiThe largest open index of AI toolsMachine-Learning-Zoomcamp is an Open Source Research & Education tool that provides a free 4-month course on ML engineering. It covers core models and deploying real applications, offering both live cohorts and self-paced learning options.
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Machine-Learning-Zoomcamp offers a comprehensive, free 4-month course designed to teach machine learning engineering from end-to-end. Participants learn to build regression and classification models in Python, work with key algorithms like linear/logistic regression, decision trees, and deep learning, and then deploy them using Docker, FastAPI, Kubernetes, and AWS Lambda. The course provides flexible learning paths, including a live cohort with deadlines, automatic homework scoring, and project peer reviews, or a self-paced option. All materials are freely available, including pre-recorded lectures and homework assignments. It's an ideal resource for individuals looking to gain practical ML engineering skills and build a portfolio.
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