3.6 MLOps & Model Lifecycle Management

Ship, monitor, version, and maintain models throughout their production lifecycle.

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Courses

14 courses

Curated external courses related to MLOps & Model Lifecycle Management.

Google

Managing ML Projects

IntermediateUnknown

ML lifecycle / project planning / stakeholders

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Databricks

Large Language Models: Application through Production

IntermediateMulti-week course

LLMOps / LangChain / vector databases

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AWS

Machine Learning Learning Plan

BeginnerUnknown

SageMaker / ML lifecycle / AWS

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Full Stack Deep Learning

Full Stack Deep Learning — 2022 Course

Intermediate10 weeks; about 4 hours per week

ML systems / deployment / monitoring

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DeepLearning.AI

Orchestrating Workflows for GenAI Applications

IntermediateUnknown

MLOps & Model Lifecycle Management

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DeepLearning.AI

Automated Testing for LLMOps

IntermediateUnknown

MLOps & Model Lifecycle Management

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DeepLearning.AI

LLMOps

IntermediateUnknown

MLOps & Model Lifecycle Management

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DeepLearning.AI

Machine Learning in Production

IntermediateUnknown

MLOps & Model Lifecycle Management

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NVIDIA

Introduction to Deploying RAG Pipelines for Production at Scale

4h / $90

NVIDIA certification preparation / Self-paced

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NVIDIA

Deploying RAG Pipelines for Production at Scale

8h / $500

NVIDIA certification preparation / Instructor-led / workshop

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NVIDIA

Deploying RAG Pipelines for Production at Scale

4h / $90

NVIDIA certification preparation / Self-paced

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Microsoft

Operationalize machine learning models (MLOps)

Self-paced; duration not stated

Microsoft certification preparation / AI-300 / Microsoft Learn

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Microsoft

Operationalize generative AI applications (GenAIOps)

Self-paced; duration not stated

Microsoft certification preparation / AI-300 / Microsoft Learn

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Databricks

Machine Learning Professional certification learning path

ProfessionalSelf-paced; duration varies by Academy path

Databricks certification preparation / Machine Learning Professional / Databricks Academy

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