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Explore the fundamentals of MLOps and discover how to get started in this comprehensive video. Learn about essential resources for mastering MLOps, including MadeWithML, Full Stack Deep Learning, Coursera's "Deploying Machine Learning Models in Production," and Stanford's Machine Learning Systems Design course. Gain insights into the definition and importance of MLOps in modern machine learning applications. Follow along with detailed walkthroughs of various MLOps courses and lectures, and understand how to apply these concepts in real-world scenarios. Whether you're a beginner or an experienced ML practitioner, acquire valuable knowledge to build ML-powered applications with high levels of automation and efficiency.
Syllabus
Intro: great resources for learning MLOps
What is MLOps? leave feedback - what do you want to see?
Walk-through of MadeWithML lectures
FSDL full stack deep learning course
Deploying ML models in production Coursera course
Outro
Taught by
Aleksa Gordić - The AI Epiphany