Amazon Bedrock Masterclass: The Ultimate Generative AI Guide

Overview

Embark on a transformative learning journey with the "Amazon Bedrock Masterclass:

A Guide to Generative AI on AWS." This comprehensive course is meticulously designed to equip you with the knowledge, skills, and practical expertise necessary to excel in the rapidly evolving domain of Generative Artificial Intelligence (AI) using Amazon's robust Bedrock platform.

Syllabus

• Introduction to Amazon Bedrock and Generative AI
Overview of Generative AI and its applications
Introduction to Amazon Bedrock platform
Importance and potential impact of AI on various industries
• Fundamentals of Generative AI
Key concepts in Generative AI
Machine learning strategies for generative models
Overview of popular generative models (e.g., GANs, VAEs)
• Setting Up Amazon Bedrock
Creating and configuring an AWS account
Navigating the Amazon Bedrock interface
Resource management and cost optimization
• Core Services and Tools of Amazon Bedrock
Overview of core services (e.g., model training, data processing)
Tools for deploying and maintaining AI models
Integration with other AWS services for enhanced functionality
• Building Generative Models with Amazon Bedrock
Data preparation and preprocessing techniques
Training models using Amazon Bedrock
Best practices for tuning and optimizing model performance
• Deploying and Scaling Generative AI Solutions
Strategies for deploying models in production
Scaling solutions with AWS's infrastructure
Monitoring and managing AI model lifecycle
• Advanced Topics in Generative AI
Fine-tuning pre-trained models
Exploring cutting-edge generative techniques
Case studies and real-world applications
• Security and Compliance in AI on AWS
Ensuring data privacy and compliance
Security best practices
Ethical considerations in deploying generative AI
• Hands-On Labs and Projects
Practical exercises to reinforce learning
Full project from data processing to model deployment
Feedback and iterative improvement techniques
• Future Trends and Innovations in Generative AI
Emerging trends and technologies in AI
Roadmap for future learning and professional development
• Conclusion and Certification
Summary of key learnings
Pathways to certification
Career opportunities in Generative AI with Amazon Bedrock

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Taught by

Renaldi Gondosubroto

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Subjects

Programming