Color Separation and Nuclei Segmentation in Tissue Microarray Cores - Tutorial 344
Learn to extract and analyze high-resolution core images from Tissue Microarrays (TMA) in this 13-minute tutorial. Master color separation techniques, perform nuclei segmentation using the StarDist pretrained deep learning model, and calculate mean inten…
AI - The Unexpected Key to Unlocking Human Empathy
Discover how artificial intelligence can unexpectedly enhance human empathy in this thought-provoking TEDx talk. Explore the potential of machines to teach us to be more human, challenge our preconceptions, and bridge empathy gaps. Dr. Jeremy Nguyen, co-…
Optimized AI Workloads on Anyscale with RayTurbo
Discover how Ray optimizes AI workloads across diverse computing environments in this 40-minute conference talk. Explore Ray's evolution from a 2016 research project to a widely adopted framework used by leading AI organizations. Learn about Anyscale's A…
Synthetic Data Generation and Fine-tuning for OpenAI GPT-4 or Llama 3
Dive into an extensive tutorial on synthetic data generation and fine-tuning techniques for large language models like OpenAI GPT-4o and Llama 3. Learn how to create synthetic questions and answers, implement chain of thought reasoning, and augment data…
Building Smarter Knowledge Management Systems with AI Technology
Explore the creation of advanced knowledge management systems using AI technology in this 52-minute conference talk from Devoxx. Learn how to leverage Java, Spring Boot, and Spring AI APIs to develop more user-friendly and conversational systems that enc…
Evaluating Open-Source Local LLMs: A Comparative Analysis with Proprietary Giants for Developer Applications
Explore the world of open-source local large language models (LLMs) in this 40-minute conference talk from Devoxx. Dive into a comparative analysis between these models and proprietary giants, focusing on their performance, flexibility, and applicability…
Securing LLM-Powered Applications - Overcoming Security and Privacy Challenges
Explore the security and privacy challenges of LLM-powered applications in this 51-minute conference talk from Devoxx. Delve into common issues like prompt injection, key leakage, and misuse of private customer data for model training. Gain insights on l…
AI and Code Quality - Building a Synergy with Human Intelligence
Explore the intricate relationship between AI-generated code quality and human expertise in this 34-minute Devoxx conference talk. Delve into the importance of establishing clear coding standards and best practices to ensure AI-generated code aligns with…
Productivity is Messing Around and Having Fun
Explore the connection between developer satisfaction, productivity, and business outcomes in this engaging conference talk. Discover how incorporating play and reducing friction in the workplace can lead to improved developer performance and job satisfa…
Welcome to the AI Jungle - Navigating Open Source Tools for AI Development
Explore the rapidly evolving world of generative AI and its impact on business transformation in this 45-minute Devoxx conference talk. Discover how open source projects can standardize and democratize AI development for both regular application develope…
Jlama: A Native Java LLM Inference Engine
Explore JLama, a cutting-edge inference engine designed to empower Java developers with native AI capabilities. Discover how this innovative tool brings the power of large language models directly into the Java ecosystem without the need for GPUs. Learn…
Introducing Code Assist - Build Applications Faster with AI
Explore the capabilities of Oracle Code Assist, an AI-powered code companion, in this 43-minute conference talk from Devoxx. Discover how this innovative tool enhances developer productivity and code consistency by providing real-time, context-specific s…
Elevating Developer Experience and Productivity with Platform Engineering
Explore how platform engineering enhances developer experience and boosts productivity in this 51-minute conference talk from Devoxx. Discover the impact of platform engineering on application developers throughout the software development lifecycle. Lea…
Beyond Aesthetics: Do Text-to-Image Models Equally Serve Everyone?
Explore the ethical and social implications of Text-to-Image (T2I) models in this 26-minute conference talk by Nithish Kannen, an AI resident at Google DeepMind. Delve into the cultural disparities these models can inadvertently perpetuate due to their d…
Words as Weapons - The Dark Arts of Prompt Engineering
Explore the dark arts of Prompt Engineering in this eye-opening 43-minute conference talk from Devoxx. Delve into the evolving landscape of AI integration in organizations, focusing on the risks associated with Large Language Models (LLMs) and their appl…
Automated Accessibility Testing
Explore automated accessibility testing strategies in this 33-minute conference talk from Devoxx. Learn about the upcoming EU laws requiring digital product accessibility by June 2025 and address the challenges of testing accessible products. Discover th…
Core Web Vitals: How to Make Your Angular App Feel Like a Dream
Discover how to enhance your Angular app's performance and user experience through Core Web Vitals in this 43-minute Devoxx conference talk. Learn about the importance of Core Web Vitals metrics in measuring real-world web app performance and their impac…
Running Open Large Language Models in Production with Ollama and Serverless GPUs
Explore the deployment of open large language models in production environments using Ollama and serverless GPUs. Learn why companies are increasingly interested in running open models like Gemma and Llama, which offer full control over deployment, model…
Crafting Intelligent Applications with Quarkus and LangChain4j
Explore the evolution and capabilities of Quarkus/LangChain4j integration in this conference talk. Discover how Quarkus provides an ideal runtime for developing intelligent Java applications, leveraging LangChain4j's potential. Learn about seamless CDI i…
Research and Reporting Show and Tell: AI Special
Explore AI's impact on open-source software with experts from academia and industry, discussing policy, ethics, and global research collaboration.
AI News Roundup: Latest Developments in Video Generation, Language Models, and Robotics
Explore cutting-edge AI advancements in video generation, language models, and robotics. Gain insights into open-source tools, updates from tech giants, and emerging technologies shaping the future of AI.