Deploying Machine Learning Models: Tools, Techniques, and Real-World Insights
Автор: Kodey
Загружено: 2025-01-20
Просмотров: 246
In this episode of The Kodey Podcast, host Kieran takes a deep dive into the practical world of deploying machine learning models. From lightweight tools like Flask to enterprise-grade platforms like Databricks, we explore how data scientists and engineers bring their models into production. Learn about the magic of MLflow for lifecycle management, the power of Docker for containerization, and how Kubernetes and AWS SageMaker handle large-scale deployments. Whether you're just starting out or looking to refine your deployment workflow, this episode has something for you. Tune in to discover the tools and strategies that make your machine learning models come alive in the real world!
Podcast intro music; https://transistor.fm/free-podcast-in...
This episode contains material generated by ChatGPT, a product of OpenAI
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