The AWS Certified Machine Learning – Specialty (MLS-C01) course equips data scientists, machine learning engineers, and cloud professionals with the skills to design, build, train, optimize, and deploy machine learning solutions on AWS. Students gain hands-on experience with Amazon SageMaker, data engineering, feature engineering, model training, deployment, and MLOps using AWS best practices.
Curriculum
- 12 Sections
- 0 Lessons
- 12 Weeks
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- Week 1: Machine Learning Fundamentals & AWS AI/ML Services0
- Week 2: Data Engineering & Data Preparation0
- Week 3: Exploratory Data Analysis & Feature Engineering0
- Week 4: Machine Learning Algorithms & Model Selection0
- Week 5: Amazon SageMaker Fundamentals0
- Week 6: Model Training, Tuning & Hyperparameter Optimization0
- Week 7: Deep Learning & Neural Networks on AWS0
- Week 8: Model Deployment & Inference0
- Week 9: MLOps, Monitoring & Model Management0
- Week 10: Security, Governance & Cost Optimization0
- Week 11: Hands-On Machine Learning Projects0
- Week 12: Final Review & Machine Learning Capstone0
