Introduction to Kubernetes - Extended Session
Explore Kubernetes orchestration for containerized workloads, covering its model, functionality, commands, and typical workflows. Gain insights from a DevOps expert on managing large-scale container deployments.
A Guided Tour of Istio Ambient Mesh
Explore Istio Ambient Mesh's sidecar-less approach, ztunnel architecture, and benefits for Kubernetes workloads. Learn implementation, migration strategies, and operational advantages through interactive demonstrations.
Observability For You and Me with OpenTelemetry
Explore cloud native observability with OpenTelemetry. Learn key concepts, distributed tracing, and project components. Gain insights to contribute to this open-source initiative for better microservices monitoring.
Building Web Applications Without a Framework
Explore HTML-first approaches and web standards for building modern applications without relying on traditional frameworks. Learn to leverage the web platform's capabilities.
Drinking From The Firehose of Science: Developments in Semantic Scholar and Scientific Literature Access
Explore recent developments in Semantic Scholar and learn how to leverage its APIs for scientific literature analysis. Discuss strategies to increase diversity in scientific participation.
AI on the Edge: Hardware-Software Co-Design for Graph Analytics and Neural Networks - Session 3
Explore cutting-edge research on hardware-software co-design for AI, including graph analytics, neural networks, object detection, and federated learning.
AI on the Edge - TinyML and Machine Learning for Edge Devices - Session 1
Explore cutting-edge research on TinyML and edge AI, covering neural navigation, IoT deep learning, distributed transformers, and collaborative edge training.
Getting AI to Do Things I Can't - Automatically Searching and Explaining Patterns in Text
Explore techniques for leveraging AI in complex NLP tasks, including pattern searching and SQL labeling, while enabling effective human oversight and uncovering unexpected insights.
Kaleido Asset Platform: Managing Smart Contracts at Scale
Explore efficient smart contract management for enterprises using Kaleido Asset Platform. Learn deployment, version control, API generation, and automation techniques.
How to Write and Deploy Chaincode for Hyperledger Fabric
Aprenda a escrever e implantar chaincode para Hyperledger Fabric, explorando as melhores práticas e diferenças em relação a outras plataformas de contratos inteligentes.
How to Write and Deploy a Smart Contract
Learn to write, deploy, and test Ethereum smart contracts using Hardhat and MetaMask. Set up a development environment and interact with the Goerli test network.
Scalable OpenAI GPT Applications in the Cloud
Explore integrating OpenAI GPT models into applications and leveraging cloud services for scalability. Learn implementation methods and strategies for building AI-powered, scalable apps.
Imagined Dragons: Building an Imagination-Powered Music Recommendation Platform
Explore building an AI-powered music recommendation platform using LLMs. Learn prompt engineering, chatbot memory management, and open-source tool creation for innovative mixtape generation.
How Open Standards Can Heal the Open Wound of AI
Explore how open standards can address AI's threats to individual freedom and data privacy, offering solutions to regulate AI development and protect user interests.
Quantum Machine Learning - Cutting Through the Buzzword BS
Explore the intersection of quantum computing and machine learning, examining QML's viability, progress, and challenges. Learn how ML developers can contribute to open-source QML projects like Qiskit Machine Learning.
AIs Will Give You Answers Even If They Don't Know - Understanding AI Limitations and Subjectivity
Explore AI's limitations in acknowledging uncertainty and the importance of understanding subjectivity to address bias in AI systems.
Adapting Continuous Integration and Continuous Delivery for Machine Learning
Explore MLOps practices for managing ML complexity, adapting CI/CD workflows using Git, GitHub Actions, and DVC to balance experimentation with stability in production.
Creating Harmony Between Machine Learning Engineers and Researchers
Discover strategies to bridge the gap between ML engineers and researchers, enhancing collaboration and efficiency in AI projects.
Enhancing Older Adults' Safe Use of Automated Vehicles Using Eye-Tracking Data
Explore a framework for detecting mode confusion in older drivers using automated vehicles, utilizing eye-tracking data and machine learning to enhance safety and usability.
Global School Connectivity DataOps Platform
Explore the development of an open-source DataOps stack managing connectivity data for millions of schools, covering ingestion, pipelines, quality, and analytics integration.
Reducing Bias in AI with Open Source
Explore strategies to leverage open-source communities in reducing AI bias, examining real-world examples and fostering collaborative discussions to create valuable resources.