AWS Machine Learning Engineer Course (Beginner to Advanced, 2025 Edition)
End-to-end ML pipeline with SageMaker pipelines | Quick walkthrough
Hands-on tutorial showing a full ML workflow on AWS: data preparation, model training, deployment and monitoring using Amazon SageMaker pipelines — a practical project-style demo.
Duration: 13 Minutes
Channel: Denys on Data
Course Playlist
![Amazon Bedrock on AWS [AWS Tutorial in 10 MINS]](https://i.ytimg.com/vi/5A6FWajwCts/maxresdefault.jpg)
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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