The Exam Prep MLA-C01: AWS Certified Machine Learning Engineer – Associate specialization is designed for professionals seeking to build and deploy scalable, production-grade machine learning solutions using Amazon Web Services (AWS). This comprehensive learning path empowers learners with practical, hands-on experience in developing, optimizing, and operationalizing ML workflows using services like Amazon SageMaker, AWS Glue, Amazon S3, AWS AI/ML APIs, and more. Each course builds technical proficiency and exam readiness for the AWS Certified Machine Learning – Associate (MLA-C01) certification. AWS: Machine Learning & MLOps Foundations AWS: Feature Engineering, Data Transformation & Integrity AWS: Model Training, Optimization & Deployment AWS: ML Workflows with SageMaker, Storage & Security AWS: Managed AI Services Each course is divided into Modules, Lessons, and Video Lectures, delivering a blend of 4 to 4.5 hours of hands-on and theoretical content. Learners can assess their progress with Practice and Graded Assignments after each module, reinforcing core concepts and real-world readiness. By completing this specialization, learners will be able to: Design, implement, and automate scalable machine learning workflows on AWS Prepare and transform data for ML using AWS Glue, DataBrew, and Feature Store Train, tune, evaluate, and deploy models using Amazon SageMaker
CERTIFICATEKatılım Sertifikası
FORMAT100% Online
DURATION4 ay
What you'll learn
Machine Learning
AWS SageMaker
Model Evaluation
MLOps (Machine Learning Operations)
Artificial Intelligence and Machine Learning (AIu002FML)
Model Deployment
Amazon Web Services
Classification Algorithms
Machine Learning Methods
Data Processing
Unsupervised Learning
Data Preprocessing
Course Content
5 topics
Kurs 1AWS: Machine Learning & MLOps Foundations
Kurs 2AWS: Feature Engineering Data Transformation & Integrity
Kurs 3AWS: Model Training , Optimization & Deployment
Kurs 4AWS: ML Workflows with SageMaker, Storage & Security
Kurs 5AWS: Managed AI Services
Details
ProviderWhizlabs
TypeCourse
CategorySoftware & Programming
LevelIntermediate
Duration4 ay
LanguageEnglish
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