About this certification
The "Enterprise AI Engineering: Embeddings, RAG, and Multimodal Agents with AWS Bedrock and Nova (Video Course)" certification equips professionals to build cutting-edge AI systems using Amazon Nova and Bedrock. Gain practical expertise for increased productivity, improved decision-making, and a future-proof career by mastering advanced techniques in text, image, and video processing, as well as enterprise-scale automation. Enroll today to unlock new opportunities and deliver real value from your organization's data assets.
This certification covers the following topics:
- Fundamentals of embeddings and their role in AI systems
- Tokenization techniques, including byte pair encoding and handling out-of-vocabulary tokens
- Dimensionality and positional embeddings for enhanced data representation
- Self-supervised learning and data sampling methods for large language model training
- Amazon Titan Text Embeddings for enterprise-grade applications
- Design and application of multimodal models for text, image, and video integration
- Processing images with Vision Transformers (ViT), CLIP, and BLIP-2
- Leveraging Amazon Bedrock and Nova for enterprise AI development
- Retrieval Augmented Generation (RAG) and extending it to multimodal data
- Implementing Bedrock Knowledge Bases for managed RAG solutions
- Function calling and Bedrock Agents for workflow automation
- Best practices for deploying and scaling enterprise AI solutions
