Real-Time Data Streaming Architectures for Generative AI
Explore the evolution of data processing architectures for Generative AI in this 12-minute talk by Emily Ekdahl at the MLOps.community event. Discover how real-time data streaming solutions using Apache Kafka and Apache Flink are revolutionizing the way…
Chronon: Airbnb's Open-Source Data Platform for AI and ML Applications
Explore Chronon, an open-source data platform for AI and ML applications, in this 13-minute talk by Nikhil Simha, CTO and co-founder of zipline.ai. Discover the technical problems Chronon solves and how organizations can leverage it to accelerate their A…
From Notebook to Kubernetes: Scaling GenAI Pipelines with ZenML
Explore a lightning talk demonstrating how ZenML, an open-source MLOps framework, facilitates the seamless transition from local development to cloud-scale deployment of generative AI pipelines. Follow a workflow that begins in a Jupyter notebook with lo…
The Joy of Testing - Practical Techniques for Expressive and Effective Tests
Embark on a deep-dive into practical testing techniques and tricks with this comprehensive conference talk. Discover how to transform the often-tedious task of testing into an enjoyable and efficient process. Learn to write expressive tests with a higher…
Cruising Along with Java - Benefiting from the Modern Features
Embark on a comprehensive journey through Java's modern features in this extensive conference talk. Explore the latest advancements and enhancements in the Java programming language, guided by expert Venkat Subramaniam. Gain valuable insights into levera…
A Better Jupyter Experience for Java Developers - JTaccuino Unveiled
Discover JTaccuino, a new tool for interactive computing tailored specifically for Java developers. Explore how this innovative solution provides a seamless experience for writing Java code and interacting with results through a full graphical interface.…
Pushing Java to the Limits: Processing a Billion Rows in Under 2 Seconds
Dive into an in-depth conference talk exploring how to optimize Java performance for processing massive datasets. Learn about the journey from a 4-minute reference implementation to parsing one billion rows of weather data in under two seconds. Discover…
Measure, Don't Guess: Benchmarking Stories from the Trenches
Dive into a comprehensive conference talk that explores the critical importance of accurate performance measurement in software development. Learn how to create meaningful benchmarks and avoid common pitfalls when assessing the impact of performance impr…
Building an Advanced Agentic RAG System with Langchain, Ollama, and Milvus
Explore the cutting-edge world of Agentic Retrieval-Augmented Generation (RAG) systems in this 31-minute conference talk from Devoxx. Discover how to construct an advanced Agentic RAG system using open-source technologies like Langchain, Ollama, and Milv…
Java's Concurrency Journey: Exploring Structured Concurrency and Scoped Values
Embark on a deep-dive exploration of Java's evolving concurrency landscape in this comprehensive conference talk. Trace the journey from classic threads through Runnables, ExecutorService, CompletableFutures, and ForkJoinPools, culminating in the introdu…
Java 23 - Better Language, Better APIs, Better Runtime
Explore the latest advancements in Java 23 through this comprehensive conference talk. Delve into a wide range of new features and improvements across the language, API, and runtime. Learn about unnamed patterns, module imports, the foreign-function and…
Easy RAG with LangChain4J and Docker - Implementing Retrieval-Augmented Generation
Explore the RAG (retrieval-augmented generation) pattern in this 31-minute conference talk from Devoxx. Learn the fundamental concepts behind RAG and gain hands-on experience setting up a practical RAG infrastructure using Docker. Discover how to configu…
Synthetic Monitoring and E2E Testing - Two Sides of the Same Coin
Explore the convergence of Synthetic Monitoring and E2E Testing in this 30-minute conference talk from Devoxx. Delve into the challenges of DevOps integration and the persistent silos between development and SRE teams. Discover how unifying tooling can b…
Architecting a Sustainable Future
Explore the intersection of sustainability and IT in this thought-provoking conference talk. Gain insights into the growing scrutiny of the IT industry through a sustainability lens and discover how software architects can lead the charge for change. Tes…
Enhancing Productivity and Insight: A Tour of JDK Tools Progress Beyond Java 17
Explore the significant advancements in JDK tools since Java 17 in this informative 42-minute conference talk from Devoxx. Discover key updates to essential tools like javac, JDK Flight Recorder (JFR), and JDK Mission Control (JMC) that can enhance your…
Exploiting the Power of WebAssembly on the Server Side with Chicory
Explore the potential of WebAssembly on the server side with Chicory, a pure Java interpreter for Wasm. Discover how this technology enables execution of code written in various languages while providing strong sandboxing and safety guarantees. Learn abo…
Software Developer Roadmaps for 2024 - Core Skills and Specializations
Explore four essential software developer roadmaps for 2024 and beyond in this informative 30-minute video. Learn why having a specific roadmap is crucial for landing a job in software engineering. Discover the core skills necessary for all roadmaps befo…
Mastering Custom Tools for LLMs: Enhancing AI Agent Functionality
Explore the importance of custom tools for AI agents and learn how to enhance agent functionality in this 17-minute video. Discover various categories of tools, understand the distinction between custom tools and API tools, and learn how to effectively c…
Image Classification with ml5.js - MobileNet and Custom Models
Dive into image classification using ml5.js 1.0 in this comprehensive 32-minute video tutorial by Coding Train. Learn to implement both the default MobileNet model and train your own classifier using transfer learning and Teachable Machine. Explore the f…
Developing Cloud-Native Java AI Applications with DJL and LangChain4J
Explore the integration of Java with AI and large language models in this comprehensive conference talk. Learn how to consume, train/retrain, and infer various AI models, including LLMs like OpenAI, Llama, Gemma, and Mistral. Discover practical applicati…
Migrating an Angular App from Version 10 to 18 - A Developer's Tale
Explore a real-world journey of upgrading the Devoxx CFP application from Angular 10 to Angular 18 in this 43-minute conference talk. Discover compelling reasons for migration, including advanced features and performance benefits of Angular 18. Gain insi…