MLOps Skills Badge Additional Details

MLOps Skills Badge

Issued by Lockheed Martin

The badge earner will be able to identify the AI tools and services available at LM, automate ML workloads, analyze model performance, and create data pipelines. Earners will be able to design an ML production system end-to-end, establish a model baseline, continually improve a productionized ML application, and implement techniques to maintain and monitor an ML system. This badge is available at Lockheed Martin employees only. Links within this page may only be accessible to employees.

Additional Details

Skills

Earning Criteria

  • View an hour-long overview on AI tools and resources available through Lockheed Martin.
  • Complete eight hours of instructor-led training through AI Factory (three courses) on MLOps, Hyperparameter Tuning and DataOps Pipelines - Completion of AI Factory courses, including in-class guided projects.
  • Complete a Machine Learning Engineering for Production (MLOps) Specialization in Coursera (64 hours of online course work consisting of videos, instruction, and assessments/graded assignments. Topics cover Machine Learning in Production, including data lifecycle, modeling pipelines and learning models - Assessments/graded assignments require 80% accuracy for completion credit.