Machine learning procurement transformation
8 courses in the catalogue teach this, and the module each one covers it in is named below. Every course carries twelve modules and 144 chapters, plus the implementation playbook and the downloadable toolkit.
Courses that teach this
AI & Machine Learning Strategy for Public Sector Innovation
Covers: ... What is machine learning Supervised vs unsupervised learning Model training basics Data quality requirements ...
See the full module listAdvanced AI and Machine Learning Implementation for the Enterprise
Covers: ... Principles of production-grade data pipelines Data ingestion patterns Schema design for machine learning ...
See the full module listAdvanced AI and Machine Learning Implementation for Enterprise Systems
Covers: ... code, and models Automated testing for machine learning Model validation techniques Deployment approval workflows ...
See the full module listAdvanced AI and Machine Learning Implementation for Enterprise Leaders
Covers: ... for AI systems CI/CD for machine learning Containerization strategies Model serving patterns Auto ...
See the full module listAdvanced AI and Machine Learning Implementation for Enterprise Leaders
Covers: ... Foundations of model risk management Extending MRM to machine learning Model validation lifecycle Pre ...
See the full module listAdvanced AI & Machine Learning Implementation for Enterprise Scale
Covers: ... Problem framing for machine learning Feature engineering best practices Algorithm selection frameworks Training data ...
See the full module listAdvanced AI and Machine Learning Implementation for Enterprise Leaders
Covers: ... Governance playbook template MLOps Implementation Operationalizing machine learning with engineering rigor Version control for ...
See the full module listAdvanced AI and Machine Learning Implementation for the Enterprise
Covers: ... Introduction to MLOps CI/CD for machine learning Automated testing for models Model packaging ...
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