Build and Orchestrate Serverless Generative AI Applications
Learn to build and orchestrate serverless generative AI applications using AWS services like Amazon Bedrock and Step Functions. Explore integration techniques, error handling, and human feedback loops in AI workflows.
Getting AI to Do the Unexpected - Exploring LLM Vulnerabilities and Defenses
Explore LLM vulnerabilities, attacks, and defenses. Learn about prompt injections, output handling, and jailbreaking. Discover secure practices for AI implementation and see real-world examples.
LLMs and AWS: Observability Maturity from Foundation to AIOps
Explore LLM observability maturity in AWS, from foundational concepts to advanced AIOps, covering metrics, performance, security, and best practices for effective implementation.
The Future of Application Development - Cloud Native Summit
Explore Kappa architecture, stream processing, and LLM integration for innovative application development. Learn to build scalable systems leveraging real-time data and AI capabilities.
Building Intelligent Systems with MoE, Multimodality, and Crowd of Agents
Explore advanced AI systems using MoE, multimodality, and agent crowds. Learn techniques for building composite intelligent systems beyond single algorithms or models.
Prompt Engineering - Chat with Confidence and Build AI Solutions
Discover best practices for prompt engineering, learn to chat confidently with LLMs, and explore AI solution examples in this introductory-level talk.
Red Teaming Language Model Detectors with Language Models
Explore strategies to compromise LLM detectors using synonym replacement and instructional prompts, revealing vulnerabilities in text detection systems and emphasizing the need for robust safeguards.
Tips and Tricks for Intentional Text-to-Image Generation
Explore creative ML evolution in arts, observing model biases and future impacts on creative fields and popular culture through an artist's reflective perspective.
Prompt Engineering: 7 Tricks to Solve Problems with AI - Part 4
Master prompt engineering techniques to enhance AI problem-solving. Learn 7 key tricks and explore practical applications using LangChain for building AI-powered solutions.
Tutorial de Prompting Usando LLMs, ChatGPT y LangChain - Lecciones Aprendidas en Proyectos Reales
Aprende técnicas avanzadas de prompting con LLMs, ChatGPT y LangChain basadas en experiencias de proyectos reales para mejorar tus habilidades en IA.
ChatGPT Tutorial for Beginners - How to Use ChatGPT in 2024
Discover how to harness ChatGPT's power in 2024. Learn essential techniques, explore practical applications, and unlock AI's potential for your tasks.
Generative AI for Product Builders
Explore generative AI's potential to enhance products, accelerate workflows, and unlock creativity. Learn about technical challenges and solutions in building AI-powered products.
Designing AI Prompts for Content Creation - Balancing User Needs with UX
Explore AI prompt design for content creation, balancing user needs with UX principles. Learn effective strategies to enhance AI-generated content quality and relevance.
Testing Generative AI Solutions
Explore strategies for testing generative AI solutions that produce natural language responses and human-like interactions.
GenAI in Testing - Architecting the Future of Quality Engineering
Explore GenAI's impact on testing, from automated generation to intelligent defects. Learn key components, strategies, and real-world benefits for quality engineering.
Prompt Engineering 101 - Introduction and Key Principles
Master the art of crafting effective prompts for AI language models. Learn key principles, ethical considerations, and practical techniques to optimize AI interactions and outputs.
Tuning Foundation Models: A Comprehensive Guide
Explore techniques for customizing foundation models with your data, improving performance across tasks while understanding limitations and future prospects.
Operationalizing Generative AI on Vertex AI
Explore MLOps fundamentals, adaptations for generative AI, and Vertex AI capabilities to support new workflows in the era of foundation models.
First Hour with GitHub Copilot - Maximizing Productivity Gains
Explore GitHub Copilot's key features to boost productivity. Learn prompt best practices, code completion, chat functionality, and quick actions for efficient coding assistance.
Retrieval-Augmented Generation (RAG) - Explained
Explore RAG (Retrieval-Augmented Generation) to mitigate AI hallucinations. Learn key concepts, implementation details, and advanced techniques through multiple passes and quizzes.
Spring AI: Integrating AI into Enterprise Applications with Java
Explore Spring AI's seamless integration of AI into enterprise Java applications. Learn key concepts, create effective prompts, and implement features like embeddings, RAG, and semantic search.