AWS Machine Learning Engineer Course (Beginner to Advanced, 2025 Edition)
Training with Hugging Face on Amazon SageMaker
Official AWS walkthrough showing how to train and fine-tune Hugging Face transformer models using Amazon SageMaker (covers setup, training job, and basic deployment).
Duration: 18:04 Minutes
Channel: Amazon Web Services (AWS)
Course Playlist
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Project 1: Setting up AWS Account and IAM for ML9 Minutes -
Project 2: End-to-End Machine Learning Pipeline on AWS SageMaker13 Minutes -
Project 3: RAG-powered Intelligent Search Assistant with Bedrock + OpenSearch20 Minutes -
Project 4: AI Agentic Workflow using Bedrock Agents + Kiro IDE + Amazon Q22 Minutes