Made With ML

madewithml.com
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An open course on designing, developing, deploying, and iterating on production ML systems.

Description

Основной трек: дизайн (продукт, системы), данные (подготовка, разведка, препроцессинг, распределённая обработка), модель (обучение, трекинг, тюнинг, оценка, сервинг), разработка, тестирование, воспроизводимость и продакшн (джобы, CI/CD, мониторинг). Отдельный блок Foundations: Python, NumPy, Pandas, PyTorch, линейная и логистическая регрессия, CNN, эмбеддинги, RNN, внимание, трансформеры.

Specs

Type Course
SectionLearning / MLOps
Pricing free
Platform Web only
Who forРазработчикам и ML-инженерам, которым нужно связать ML с нормальной инженерной практикой.
Site languageen
VendorAnyscale

Found in sources

curated github-lists

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