Chat with Documents, Fine-Tune LLMs, Image Diffusion Models + Generative AI Deployed with Serverless Architecture
Welcome to our in-depth course on the cutting-edge world of AWS Bedrock Generative AI, encompassing LLMs (Large Language Models) and fine-tuning techniques. AWS Bedrock, the innovative platform from Amazon Web Services, provides unparalleled opportunities for AI enthusiasts, developers, and professionals to engage with Generative AI. In this course, you will explore the nuts and bolts of AWS Bedrock and learn how to harness its power for your AI projects. Create 3 separate projects in this course which include chatting with your data and asking questions about your documents, writing code with Bedrock models, and image generation with diffusion models. All these projects will be then deployed through a Serverless architecture with AWS Bedrock, API Gateway, Lambda functions, S3, Postman and many more
Structured over a series of engaging modules, you will:
1. **Delve Deep into AWS Bedrock & Generative AI**: Understand the foundations of AWS Bedrock and its role in the AI landscape. Discover the transformative potential of Generative AI, how it’s shaping industries, and its underlying technologies.
2. **Mastering LLMs**: Dive into the intricacies of Large Language Models. Learn about their architecture, applications, strengths, and limitations.
3. **Fine-tuning Models**: A pivotal skill for any AI practitioner. Acquire hands-on experience in tweaking existing models to fit specific tasks or datasets, ensuring optimal performance and efficiency.
4. **Hands-on Projects**: Roll up your sleeves and immerse yourself in three separate projects. Each project is designed to reinforce your learning and provide practical experience. You’ll employ a serverless stack, integrating AWS services like API Gateway and Lambda with AWS Bedrock, offering you a holistic view of the platform’s capabilities.
5. **Serverless Stack Integration**: Delve into the Serverless paradigm, focusing on API Gateway, Lambda, and AWS Bedrock. Learn how to set up, manage, and scale serverless architectures seamlessly, ensuring you’re well-equipped to design and deploy AI-driven applications with ease.
By the end of this course, you will have a robust understanding of AWS Bedrock and its synergies with Generative AI and LLMs. Whether you’re an aspiring AI developer, a seasoned practitioner, or a tech enthusiast, this course is tailored to equip you with the skills and knowledge to navigate the dynamic world of AI with confidence.
Join us on this enlightening journey through AWS Bedrock and discover the future of Generative AI. Let’s build, fine-tune, and deploy together!
