AWS Certified Machine Learning Preparation Courses

Whizlabs Career Certificate

Exam Prep MLA-C01: AWS Machine Learning Engineer Associate

12 ratings at Coursera

Prepare for the MLA-C01 exam: build, transform data, train, tune, and deploy ML models on AWS with SageMaker, Glue, DataBrew, Feature Store, and managed AI services.

• Coursera
• 16 weeks, 2 hours a week
• Self-Paced
• Paid Course
• 5 courses

Whizlabs

AWS: Machine Learning & MLOps Foundations

Learn machine learning and MLOps foundations on AWS: supervised, unsupervised and reinforcement learning, data preprocessing, confusion matrices, regression metrics, clustering, and batch versus real-time inferencing.

• Coursera
• 2 weeks, 3 hours a week
• Self-Paced
• Paid Course

Whizlabs

AWS: Feature Engineering Data Transformation & Integrity

Prepare data for machine learning on AWS: clean and encode features with one-hot, label encoding and tokenization, and build ETL pipelines using Glue, DataBrew and EMR.

• Coursera
• 2 weeks, 3 hours a week
• Self-Paced
• Paid Course

Whizlabs

AWS: ML Workflows with SageMaker, Storage & Security

Design end-to-end ML workflows on AWS: stream data with Kinesis and Flink, build and monitor models in SageMaker, and secure pipelines with IAM, KMS, and Macie.

• Coursera
• 4 weeks, 3 hours a week
• Self-Paced
• Paid Course

Whizlabs

AWS: Model Training , Optimization & Deployment

Train, tune, and deploy models on SageMaker: built-in algorithms like XGBoost and k-NN, hyperparameter tuning, endpoint types, ECS/EKS/Lambda, auto scaling, and SageMaker Pipelines.

• Coursera
• 3 weeks, 3 hours a week
• Self-Paced
• Paid Course

AWS Machine Learning Engineer Associate Exam Prep

Prepare for the AWS Certified Machine Learning Engineer – Associate exam: handle data ingestion, SageMaker built-in algorithms, model deployment, MLOps orchestration, and monitoring of ML workloads.

• Coursera
• 12 weeks, 3 hours a week
• Self-Paced
• Paid Course

Packt

AWS Machine Learning Specialty Certification Guide

Prepare for the AWS Certified Machine Learning Specialty (MLS-C01) exam: transform data, apply ML algorithms, and build, train and deploy models with Amazon SageMaker and Lambda.

• Coursera
• 10 weeks, 1 hour a week
• Self-Paced
• Paid Course

Amazon Web Services;  Amazon

Exam Readiness: AWS Certified Machine Learning - Specialty (Korean)

AWS Certified Machine Learning – Specialty 시험의 기술 영역을 복습하고 문제 풀이와 시험 전략으로 자격증 시험을 준비합니다.

• AWS Skill Builder
• 4-5 hours
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

Exam Readiness: AWS Certified Machine Learning - Specialty (Japanese) (日本語実写版)

AWS Certified Machine Learning – Specialty試験に向け、4つの技術分野を確認し、クイズで弱点を特定する日本語対策講座。

• AWS Skill Builder
• 4-5 hours
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

Exam Readiness: AWS Certified Machine Learning - Specialty (Simplified Chinese)

通过考试领域练习题和测验，评估机器学习从业者的知识盲点并制定 AWS 认证备考重点。

• AWS Skill Builder
• 4-5 hours
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

Exam Readiness: AWS Certified Machine Learning - Specialty (MLS-C01) (Simplified Chinese)

面向 AWS Certified Machine Learning – Specialty 考试的中级备考课程，涵盖四大考试领域、练习题与应试策略。

• AWS Skill Builder
• 4 hours 30 minutes
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

Exam Readiness: AWS Certified Machine Learning - Specialty (MLS-C01) (Korean)

AWS Certified Machine Learning – Specialty 시험의 네 가지 기술 영역을 검토하고 문제 풀이·퀴즈·시험 전략으로 자격시험을 준비합니다.

• AWS Skill Builder
• 4 hours 30 minutes
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

Exam Readiness: AWS Certified Machine Learning - Specialty (MLS-C01) (Japanese)

AWS Certified Machine Learning – Specialty試験の4つの技術分野を、クイズと学習戦略で総復習する受験対策講座。

• AWS Skill Builder
• 4 hours
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

AWS Certified Machine Learning - Specialty Official Practice Question Set (MLS-C01 - Korean)

AWS 머신러닝 전문 자격증 시험의 출제 형식과 상세 피드백을 익히는 한국어 공식 연습 문항 세트.

• AWS Skill Builder
• 1 hour
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

AWS Certified Machine Learning - Specialty Official Practice Question Set (MLS-C01 - Korean)

AWS 머신러닝 전문 자격증 시험 스타일의 20개 공식 연습 문항과 상세 피드백으로 MLS-C01 시험을 준비합니다.

• AWS Skill Builder
• 1 hour
• Self-Paced
• Free Certificate