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…
Master OpenTofu: Hands-On Infrastructure as Code Automation in 4 Hours
Dive into a comprehensive 4-hour hands-on workshop to master OpenTofu, an open-source alternative to Terraform, for Infrastructure as Code (IaC) automation. Learn to build, deploy, and manage scalable infrastructure through real-world examples guided by…
The Maple Tree: Structure and Algorithms - Mentorship Session
Explore the intricacies of the Maple Tree, an RCU-safe b-tree variant, in this 1-hour 25-minute mentorship session led by Liam Howlett, Consulting Member of Technical Staff at Oracle. Delve into the unique features of this data structure that stores non-…
A Superconducting Waltz for Tomorrow's Quantum Computing
Explore how superconductivity and quantum mechanics can revolutionize computer performance for sustainable solutions in this 12-minute TEDx talk by Elia Strambini, a researcher and entrepreneur at the National Research Council of Italy. Delve into the wo…
Personalized Cancer Care through Digital Twin Technology: Integrating Patient-Specific Data with Quantitative Systems Pharmacology
Explore a cutting-edge lecture on the integration of digital twin technology with quantitative systems pharmacology for personalized cancer care. Delve into the innovative approach presented by Leili Shahriyari from the University of Massachusetts Amhers…
Scaling ING's Service Mesh - From 1 to 10,000 Instances
Explore how ING Bank scaled its service mesh from 1 to 10,000 running instances across multiple regions and deployment types over 8 years in this insightful conference talk. Gain a thorough understanding of the core concepts that make ING's service mesh…
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…
Hunting with Stream Gatherers - Enhancing Java Streams
Explore the powerful capabilities of Stream Gatherers, a new feature introduced in Java 22, in this informative conference talk. Dive deep into the evolution of Java Streams, from their introduction in Java 8 to the latest enhancements. Learn how Stream…
A Passwordless Future - Passkeys for Java Developers
Explore the revolutionary world of passkeys in this 52-minute conference talk from Devoxx. Dive deep into the Web Authentication standard and discover how passkeys are transforming authentication methods for enhanced security. Learn about the core concep…
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…
Mayday Mark 2 - More Software Lessons From Aviation Disasters
Explore the intersection of aviation disasters and software engineering in this 51-minute conference talk from Devoxx. Delve into technical oddities behind famous aviation incidents, examining how they relate to software development practices. Discover t…
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…
Using IntelliJ as a Game Engine - Just Because We Can
Embark on a whimsical journey through a conference talk that explores the unconventional use of IntelliJ IDEA as a game engine. Discover how Alexander Chatzizacharias transforms one of the most sophisticated IDEs into an unlikely platform for game develo…
If Streams Are So Great, Let's Use Them Everywhere - Right?
Explore the pros and cons of using Java streams for bulk data processing in this 51-minute Devoxx conference talk. Delve into sample use cases where stream code offers clarity and conciseness compared to traditional collection iteration. Examine scenario…
Internationalization Puzzles - Gamifying Training for Java Programmers
Explore the world of internationalization through an innovative gamified approach in this 44-minute conference talk by Martijn van Iersel at Devoxx. Discover how to tackle notorious programming challenges like encodings, time zones, accented characters,…
HTTP/3 and QUIC: Who, What, Where, When, and Why - Understanding the New Protocols
Explore the revolutionary HTTP/3 and QUIC protocols in this informative conference talk. Delve into the historical context and understand the driving forces behind these new technologies that now account for over 25% of global Internet traffic. Examine t…
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…