Security of Machine Learning Systems
Explore security challenges in AI and ML systems, including adversarial attacks and MLOps. Learn to apply pen testing skills to ML, with demonstrations on manipulating image recognition and NLP models.
Achieving Real-Time Generative AI During Gameplay for Games on Kubernetes
Explore real-time GenAI integration in Kubernetes-based games. Learn deployment strategies, low-latency solutions, and scalability techniques for enhanced player experiences and broader ecosystem benefits.
Securing Generative AI - Back to the Future Edition
Explore a trust framework for generative AI, addressing concerns like data handling, PII leakage, and LLM manipulation through access control, authenticity, auditing, and data protection measures.
End-to-End AI App Development: Prompt Engineering to LLMOps
Comprehensive guide to Azure AI's features for streamlining AI app development, from prototyping to deployment. Learn to maximize LLM capabilities and harness Generative AI potential with Azure AI Studio.
Generative AI - Rise Above the Hype and Build Business Value
Expert panel discusses real-world applications and best practices for harnessing generative AI to drive innovation and transform organizations, focusing on practical use cases and strategies for rapid value realization.
Unlocking Generative AI in the Enterprise with NVIDIA on Azure
Discover how NVIDIA and Microsoft Azure collaborate to provide businesses with a comprehensive platform for building and deploying generative AI applications, accelerating the delivery of industrial-grade solutions.
Vector Search and State-of-the-Art Retrieval for Generative AI Apps
Explore vector search, hybrid search, and reranking models for improved knowledge retrieval in Generative AI apps. Includes live code demos and evaluation insights on retrieval quality.
AI and Kubernetes - A Winning Combination for Modern App Development
Explore how AI and Kubernetes intersect in modern app development, leveraging Azure's tools for seamless production deployment, AI-assisted scaling, and balancing innovation with security and cost.
What's New in Generative AI - Latest Innovations in Azure AI Services
Explore the latest innovations in Azure AI services, including OpenAI, Machine Learning, and AI Search. Discover advancements in AI Studio like Text-to-Speech avatars and GPT-4 Visual.
Build Your Own Copilot with Azure AI Studio
Explore Azure AI Studio to create enterprise chat and custom copilots. Learn to integrate real-time data, test LLMs, and deploy PoCs at scale for innovative generative AI applications.
Cloud-Native MLOps Platform for Python and ML Engineers
Discover how Jina MLOps platform simplifies building and deploying AI applications in Python to the cloud, enabling engineers to focus on logic while handling infrastructure complexity.
Generative AI and Data Storytelling
Explore the fusion of generative AI and data storytelling, learning techniques to create dynamic narratives from complex datasets and drive business efficiency through AI-aided communication.
Creating Hidden AI Art with Stable Diffusion - QR Codes and Deep Object Placement
Learn to create stunning AI-generated hidden art using Stable Diffusion, including QR codes and deep object placement. Master techniques for embedding images within patterns for unique, visually captivating results.
Introduction to Generative AI and Data Storytelling
Explore how generative AI enhances data storytelling, creating dynamic narratives from complex datasets. Learn techniques to leverage AI for impactful data communication and business efficiency.
The Future of Generative AI - Possibilities and Challenges
Explore the future of generative AI with Professor Michael Wooldridge, covering its capabilities, challenges, and potential impact on society. Gain insights into machine learning, neural networks, and the evolution of AI technology.
Bring Your App into the AI-Age with Weaviate and Docker - DockerCon 2023
Explore integrating AI capabilities into your applications using Weaviate and Docker. Learn about vector databases, LLMs, and overcoming hallucination through Retrieval Augmented Generation for AI-powered features.
Building LangChain-Based Database-Backed GenAI Applications with Docker - DockerCon 2023
Learn to develop GenAI applications using LangChain and databases within Docker. Explore new technologies for quick setup and gain insights from industry experts on leveraging large language models in your projects.
Dynamic Data and Infinite Possibilities - Exploring Streaming Data in Generative AI
Explore streaming data's role in generative AI, covering applications, model training, and challenges. Learn about real-time data's impact on AI systems' adaptability and contextual relevance.
Machine Learning Papers in Virtual Reality - IEEE VR 2022
Cutting-edge machine learning research in VR, covering topics like stereoscopic photography, adversarial attacks, 360° depth estimation, scanpath generation, autism screening, and projector deblurring.
Leveraging Generative AI in Education - A M Aditya
Explore how Generative AI revolutionizes education, enhancing learning experiences and empowering students globally. Discover its impact, benefits, challenges, and real-world applications in this insightful presentation.
Astronaut Horse - Stable Diffusion Artist Collaborations
Explore open-source AI tools for visual art creation, featuring Stable Diffusion collaborations between developers and artists. Learn about innovative techniques and see generated artworks and physical responses.