🤖 AWS MLS-C01 — ML Specialty
Comprehensive study notes for the AWS Certified Machine Learning — Specialty (MLS-C01) exam
- Domain 1A: Data Storage & Ingestion
- Domain 1B: Data Transformation & ETL
- Domain 2A: EDA, Statistics & Visualization
- Domain 2B: Feature Engineering & Data Preparation
- Domain 3A: ML Fundamentals from First Principles
- Domain 3B: Supervised Learning Deep Dive
- Domain 3C: Unsupervised Learning Deep Dive
- Domain 3D: Deep Learning & Neural Networks
- Domain 3E: SageMaker Built-In Algorithms
- Domain 3F: Model Training & Hyperparameter Tuning
- Domain 3G: Model Evaluation & Validation
- Domain 4A: AWS AI/ML Services
- Domain 4B: SageMaker Deployment & MLOps
- Domain 4C: Security, Compliance & Cost
- Exam Cheat Sheet
- Exam Scenarios & Trap Questions
- MLS-C01 Exam Overview & Strategy