Accelerating Operational Excellence with Generative AI - Implementing RAG for Customer Service Efficiency
Discover how a financial company implemented RAG to enhance customer service, exploring architecture, data pipelines, innovations, and optimization strategies for transforming operations with Generative AI.
Meta's Open Approach with Llama - Leveraging the Llama Ecosystem for Generative AI
Explore Meta's open-source Llama ecosystem for building cutting-edge generative AI at scale, including latest models, access methods, safety components, and future possibilities.
Comprehensive Guide to Mosaic AI - Getting GenAI Apps to Production on Databricks
Explore Mosaic AI for efficient GenAI app development on Databricks. Learn design, maintenance, and integration techniques through practical demonstrations to streamline your AI projects.
Architecture Explained: Generative AI-Based Complex Data Processing
Explore interoperability between Databricks and AWS for generative AI, covering intelligent document processing, real-time and batch processing patterns, and a live demo of end-to-end offerings.
Building Enterprise-Grade GenAI Apps with MLflow and Vector Search
Explore enterprise-grade GenAI app development using MLflow and Vector Search, focusing on data protection, AI deployment challenges, and leveraging proprietary information securely with Databricks tools.
Building Your First GenAI App Using Databricks, MosaicML and MLRun
Learn to implement, scale, and manage GenAI applications using Databricks, MosaicAI, and MLRun. Explore MLOps best practices, CI/CD automation, and GPU optimization for enterprise-level AI deployment.
Building Production Quality Generative AI Applications
Explore a developer workflow for deploying high-quality AI applications, covering experimentation, feedback, and performance metrics using Databricks tools like Vector Search and MLflow.
Preparing for the Databricks Certified Generative AI Engineer Associate Exam
Explore Databricks' Generative AI Engineer Associate certification, covering key topics like prompt engineering, RAG, and LLM selection. Learn exam scope, preparation tips, and insights from experts.
Mastering Content Creation with Generative AI
Explore Generative AI's impact on marketing with Faye Pasvouri. Learn to create resonant campaigns, streamline efforts, and leverage AI models for optimized content and customer engagement.
Boltzmann Machines - The Grandfather of Generative Models
Explore Boltzmann Machines, early generative models learning data probability distributions using stochastic rules and latent representations. Understand their goals, distribution, update rules, and evolution to Restricted Boltzmann Machines.
Secure AI: 20 Years of Machine Learning Security - Keynote
Exploración histórica de la seguridad en IA, desde sus inicios hace 20 años hasta los desafíos actuales. Análisis crítico de las prácticas modernas y orientación para profesionales en el campo.
DALL-E API - Introduction to Generative AI Image Creation
Comprehensive tutorial on using DALL-E API for AI image generation, covering setup, creation, editing, and variations, with practical demonstrations and insights.
Refactoring vs Refuctoring: Code Quality in the AI Age
Explore AI's impact on code quality, potential pitfalls of AI-assisted development, and strategies for leveraging AI to produce trustworthy software in the evolving landscape of software engineering.
Concerto for Java and AI - Building Production-Ready LLM Applications
Explore building production-ready LLM applications with Spring Boot and AI, focusing on architectural patterns, developer experience, observability, resilience, and deployment strategies for real-world use cases.
Tackling Deepfakes, Wars, and Other Security Threats in the GenAI World
Insights on emerging security threats in the GenAI era, covering cyber trends, incident response, and legal considerations. Expert panel discusses FBI guidance and ABA Task Force findings.
Unveiling the 2024 Data Breach Investigations Report - Cybersecurity Trends and Insights
Explore the latest cybersecurity trends, GenAI's role, and geopolitical impacts in the 2024 Data Breach Investigations Report unveiling. Gain insights into evolving threats and mitigation strategies.
Use Generative AI to End Your Love-Hate Relationship with DLP
Explore how to design a data security approach for Generative AI, aligning AI policies with enterprise strategies and implementing effective data controls beyond traditional DLP.
Hidden Risks in Open-Source Code and AI Models
Explore vulnerabilities in AI models and open-source code, including a live demo of potential exploits. Learn about software supply chain security and strategies to protect against malicious attacks.
Embracing AI in Education: A Path to Inclusive and Effective Learning
Explore AI's potential in education, addressing benefits, risks, and best practices for inclusive learning. Learn about generative AI, predictive tutoring, and strategies for responsible integration.
Introduction to Retrieval Augmented Generation
Explore Retrieval Augmented Generation (RAG), enhancing AI with external knowledge retrieval. Learn its importance, applications, implementation basics, and emerging trends in generative AI systems.
Evaluation and Architectures of Intelligence in Humans, LLMs, and Generative AI for Games
Explore intelligence evaluation and architectures across humans, LLMs, and game AI with Microsoft Research's Ida Momennejad.