Amazon SageMaker Courses and Certifications

AWS Events

Build More Effective Agents Through Model Customization - AIM383

Discover how to build more effective AI agents through AWS model customization techniques, including Nova customization on SageMaker AI and cost-effective on-demand inference solutions.

• YouTube
• 43 minutes
• On-Demand
• Free Video

AWS Events

Finding the Needle in the Haystack Using SageMaker AI

Discover how to efficiently locate and extract valuable insights from massive datasets using AWS SageMaker AI tools and techniques for data analysis and machine learning.

• YouTube
• 40 minutes
• On-Demand
• Free Video

AWS Events

Worley's Next Gen Data Intelligence Platform

Discover how Worley transformed their analytics with AWS, building robust data foundations, adopting data product mindsets, and enabling self-service analytics using SageMaker and Amazon Q.

• YouTube
• 26 minutes
• On-Demand
• Free Video

AWS Events

Accelerate Your Model Training and Deliver Mathematical Certainty for Gen AI Apps

Discover how to accelerate ML model training with Amazon SageMaker HyperPod and build reliable generative AI systems using Automated Reasoning checks for mathematical certainty.

• YouTube
• 1 hour 22 minutes
• On-Demand
• Free Video

AWS Events

Build Agentic AI with NVIDIA's Nemotron Llama3 Models on AWS

Discover how to deploy NVIDIA Nemotron Llama3 models on AWS Bedrock for scalable agentic AI solutions using EC2, EKS, and SageMaker integration.

• YouTube
• 10 minutes
• On-Demand
• Free Video

AWS Events

Fine-Tuning Models for Accuracy and Latency at Robinhood Markets - IND392

Explore how Robinhood achieved 80% lower AI latency using Amazon SageMaker and Bedrock for LLM optimization, scaling to millions of tokens per minute with practical fine-tuning techniques.

• YouTube
• 58 minutes
• On-Demand
• Free Video

AWS Events

Explore What's New in Data and AI Governance with SageMaker Catalog - ANT308

Explore new Amazon SageMaker Catalog features for governing data and AI, including discovery, secure sharing, compliance streamlining, and real customer use cases.

• YouTube
• 58 minutes
• On-Demand
• Free Video

AWS Events

Accelerate Analytics and AI with an Open and Secure Lakehouse Architecture - ANT309

Explore building unified, secure data lakehouse architecture with Apache Iceberg in Amazon SageMaker to break down silos, accelerate insights, and enable LLMs to interact with your data.

• YouTube
• 50 minutes
• On-Demand
• Free Video

AWS Events

Customize Models for Agentic AI at Scale with SageMaker AI and Bedrock

Discover how to customize AI models for agentic applications using SageMaker AI and Bedrock, covering ModelOps tools, MLflow tracking, and production deployment patterns.

• YouTube
• 46 minutes
• On-Demand
• Free Video

AWS Events

How to Turn Data Questions into Code Using an AI Agent

Discover how to transform data questions into executable code using Amazon SageMaker's AI agent for SQL exploration, Python analytics, and guided data workflows.

• YouTube
• 23 minutes
• On-Demand
• Free Video

Microcredential

AWS Machine Learning Engineer Nanodegree

41 ratings at Udacity

Equip developers with AWS SageMaker skills to build and deploy ML models in production. Learn data science, model design, and best practices for real-world applications.

• Udacity
• 4 months 2 weeks 5 days 11 hours 36 minutes
• On-Demand
• Paid Course

AWS Machine Learning Foundations

21 ratings at Udacity

Learn what machine learning is and the steps involved in building and evaluating models. Gain in demand skills needed at businesses working to solve challenges with AI.

• Udacity
• 11 hours
• On-Demand
• Free Online Course

No-Code Machine Learning Using Amazon AWS SageMaker Canvas

467 ratings at Udemy

Build your Machine Learning Model and get accurate predictions without writing any Code using AWS SageMaker Canvas

• Udemy
• 1 hour 21 minutes
• On-Demand
• Paid Course

AWS Machine Learning Foundations Course

1 review

Gain essential machine learning skills, explore advanced AI areas, and get hands-on experience with AWS tools. Learn to build, evaluate, and deploy high-quality ML models using Amazon SageMaker and object-oriented programming.

• Udacity
• 8 weeks
• On-Demand
• Free Online Course

AWS Events

Democratize Machine Learning Using Amazon SageMaker Canvas - No-Code and Low-Code Approaches

Discover how to implement machine learning across your organization using Amazon SageMaker Canvas - a no-code solution for data preparation, model creation, and generating predictions for better business outcomes.

• YouTube
• 56 minutes
• On-Demand
• Free Video