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[Udemy] MLOps Certification- Pipeline basics to MLOps Toolbox

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Deal Score0
100% OFF Get Course

What you’ll learn

  • MLOps- What are MLOps (Machine Studying Opeartions)?
  • MLOps: Elements together with Steady X & Versioning
  • MLOps: Life Cycle Course of ( Finish to Finish Studying Move)
  • MLOps: Mannequin Testing & Mannequin Packaging in PMML and ONNX
  • MLOps: Workflow Decomposition & Manufacturing Atmosphere
  • MLOps: Pre- Computing Serving Patterns

Requirements

  • No prior expertise is required. You’ll be taught the whole lot that you must know.

Description

This course introduces members to MLOps ideas and finest practices for deploying, evaluating, monitoring and working manufacturing ML methods on each cloud and Edge. MLOps is a self-discipline centered on the deployment, testing, monitoring, and automation of ML methods in manufacturing. Machine Studying Engineering professionals use instruments for steady enchancment and analysis of deployed fashions. They work with Knowledge Scientists, who develop fashions, to allow velocity and rigor in deploying the very best performing fashions.

This course encompasses the next matters;

1. Introduction of Knowledge, Machine Studying Mannequin and Code just about MLOps.

2. MLOps vs DevOps.

3. The place and How one can Deploy MLOps.

4. Elements of MLOps.

5. Steady X & Versioning in MLOps.

6. Experiment Monitoring in MLOps.

7. Three Ranges of MLOps.

8. How one can Implement MLOps?

9. CRISP (Q)- ML Life Cycle Course of.

10. Full MLOps Toolbox.

11. Google Cloud architectures for dependable and efficient MLOps environments.

12. Working with AWS MLOps Providers.

Who this course is for:

  • Newbie college students and researchers curious to find out about MLOps
  • People trying to enter the information and AI trade.

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