AWS Certified Machine Learning: Specialty (MLS-C01)
Please note: This product is non-refundable
Overview:
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.
What’s Included:
18 Lessons
259 Exercises
168 Quizzes
188 Flashcards
89 Glossary of terms
50 Pre Assessment Questions
55 Post Assessment Questions
110 Practice Test Questions
27 Live lab
28 Video tutorials
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
