Künstliche Intelligenz: Vorbereitung auf eine AWS Zertifizierung (AWS Certified Machine Learning - Specialty) mit abschließender Prüfung

Diese Weiterbildung inkl. Zertifizierung bildet folgende Themen im Bereich AI und Machine Learning ab:

• Create data repositories for machine learning
• Identify and implement a data ingestion solution
• Identify and implement a data transformation solution

• Sanitize and prepare data for modeling
• Perform feature engineering
• Analyze and visualize data for machine learning

• Frame business problems as machine learning problems
• Select the appropriate model(s) for a given machine learning problem
• Train machine learning models
• Perform hyperparameter optimization.
• Regularization o Drop out o L1/L2
• Evaluate machine learning models

• Build machine learning solutions for performance, availability, scalability, resiliency, and fault tolerance
• Recommend and implement the appropriate machine learning services and features for a given problem
• Apply basic AWS security practices to machine learning solutions
• Deploy and operationalize machine learning solutions