1. Course Syllabus

   Module 1: Introduction to Generative AI (4 Hours)

   • Basics of AI and Machine Learning
   • Overview of Generative AI
   • Types and applications of generative models
   • Ethical implications and responsible AI practices

   Module 2: AWS AI and ML Foundations (4 Hours)

   • Overview of AWS infrastructure for AI
   • Key AWS services: Amazon SageMaker, Rekognition, Polly, Lex
   • Understanding AWS IAM for AI security and compliance

   Module 3: Amazon Bedrock Essentials (4 Hours)

   • Introduction to Amazon Bedrock
   • Setting up and managing Bedrock environments
   • Deploying foundation models in Bedrock
   • Integration with AWS ecosystem

   Module 4: Building Generative AI Models with AWS SageMaker (6 Hours)

   • SageMaker Studio overview
   • Model training and tuning
   • Deployment and monitoring
   • SageMaker pipelines and automation

   Module 5: AWS CodeWhisperer and AI-Assisted Development (4 Hours)

   • Introduction to AWS CodeWhisperer
   • Integration with IDEs
   • Real-time code generation and debugging
   • Best practices and ethical coding

   Module 6: Advanced Generative AI Techniques (6 Hours)

   • Transformers and large language models
   • Fine-tuning models for domain-specific tasks
   • Handling bias, fairness, and transparency

   Module 7: Generative AI Project Implementation (8 Hours)

   • Project ideation and planning
   • End-to-end AI solution development
   • Deployment strategies on AWS
   • Performance optimization and monitoring

   Module 8: Certification Preparation and Exam Guidance (4 Hours)

   • Overview of relevant AWS AI certifications
   • Exam structure and preparation strategies
   • Mock exams and review sessions

    

Key Features

• Hands-on Labs: Practical sessions using Amazon Bedrock, SageMaker, and other AWS AI services.
• Comprehensive Curriculum: Beginner to advanced content covering foundational models, transformers, ethical AI, and more.
• Project-Based Learning: Real-world scenario-driven projects.
• Certification Preparation: Aligned with AWS AI-related certifications.
• Interactive Delivery: Instructor-led online sessions and self-paced materials.
• Expert Trainers: Sessions conducted by certified AWS and AI experts.