Instructor-led training

AWS Certified Machine Learning: Specialty (MLS-C01)

Machine Learning training from Hartmann Software Group, delivered onsite or live online.

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What you'll learn

The AWS Certified Machine Learning - Specialty certification validates your understanding of foundational ML concepts, foundations of statistics, data analysis, exploration, feature engineering, and common ML algorithms. In addition to this, this certification focuses on your ability to deploy those solutions on AWS and to be able to architect an end-to-end solution on AWS from data ingestion to model deployment and monitoring using a host of relevant AWS services for a given business use case.

Course Outline

Lessons 1: Introduction

Lessons 2: AWS AI ML Stack

Lessons 3: Supporting Services from the AWS Stack

Lessons 4: Business Understanding

Lessons 5: Framing a Machine Learning Problem

Lessons 6: Data Collection

Lessons 7: Data Preparation

Lessons 8: Feature Engineering

Lessons 9: Model Training

Lessons 10: Model Evaluation

Lessons 11: Model Deployment and Inference

Lessons 12: Application Integration

Lessons 13: Operational Excellence Pillar for ML

Lessons 14: Security Pillar

Lessons 15: Reliability Pillar

Lessons 16: Performance Efficiency Pillar for ML

Lessons 17: Cost Optimization Pillar for ML

Lessons 18: Recent Updates in the AWS AI/ML Stack

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