Making Compliance Cloud Native
Explore how to meet compliance requirements in containerized environments using cloud-native technologies. Learn techniques for communicating with auditors and addressing misconceptions about Kubernetes and container security.
Kubernetes IoT Edge Working Group - Applications at the Edge
Exploring edge application development with Kubernetes, covering IoT solutions, video processing, and industrial IoT. Discusses best practices, operational considerations, and available tools for edge workloads.
Deep Dive - Volcano
Explore Volcano, a batch system for Kubernetes, designed for machine learning, bioinformatics, and big data workloads. Learn its features, benefits, and integration with popular frameworks.
Align Your Career with the New Infrastructure Era with Linux Foundation Open Source Software University
Explore how to align your career with the New Infrastructure Era using Linux Foundation's Open Source Software University. Learn about emerging technologies and opportunities in China's post-epidemic economy.
Bring Batch Capability Into Kubernetes, Using AI and Big Data as an Example
Explore advanced scheduling features for batch workloads in Kubernetes, focusing on AI and big data applications using frameworks like TensorFlow and Spark. Learn about fair-share scheduling and the Volcano project.
How to Build a Cloud Native Image Recognition Solution
Learn to build a cloud-native image recognition solution using Fn Project, AutoML NLP, and Kubernetes. Discover how to create serverless functions, leverage machine learning for document analysis, and store data in NoSQL databases.
Stand up for Ethical AI! How to Detect and Mitigate AI Bias Using Kubeflow
Explore techniques for detecting and mitigating AI bias using Kubeflow Pipelines and KFServing, ensuring fairness and transparency in machine learning systems across various domains.
Real-Time Data Anonymization the Serverless Way
Explore serverless real-time data anonymization using KEDA and Rook, focusing on privacy protection in Edge infrastructures through Cloud Native architecture and object detection AI models.
Life is Not Fair, but Your ML Pipeline Can Be
Explore techniques to evaluate and enhance fairness in multi-cloud Kubeflow workflows, covering responsible AI, fairness aspects, and open-source tools for fair model learning and hyperparameter tuning.
Fluid - Kubernetes Native Distributed Dataset Orchestrator and Accelerator
Explore Fluid, a Kubernetes-native solution for optimizing big data and AI applications. Learn about its architecture, features, and how it enhances performance in cloud environments.
Deep Learning and NLP with Spark
Explore deep learning and NLP using Spark, focusing on LSTM neural networks for complex language tasks. Includes real-time visualizations and Spark Notebook demonstrations.
Being Creative with Genetic Algorithms and Typeclasses
Explore genetic algorithms and typeclasses in Scala, demonstrating their power through hands-on examples, testing with ScalaCheck, and creative visual solutions.
Stream Away with Scala
Explore functional programming concepts for streaming data processing, focusing on real-time robot control using Scala. Learn about Potassium framework, Akka actors, and data visualization with React and Scala.js.
Chatbots in Scala - Meet Your New Robot Overlords
Explore chatbot development in Scala, covering user experience, messaging architecture, natural language processing, and machine learning approaches for building intelligent conversational interfaces.
Impact on Business and Society
Exploring AI democratization at Salesforce, focusing on reducing human effort in service centers through automated model building, feature engineering, and actionable results using scalable technologies.
Dive into Deep Learning with Scala
Explore deep learning fundamentals and implementation in Scala, covering neural networks, computer vision, and practical applications with hands-on examples and library comparisons.
Building a Reactive Multi-User Document Editor in ScalaJS
Learn to build a reactive multi-user document editor using ScalaJS, exploring architecture, data structures, and performance optimization techniques for real-time collaborative editing.
Integrating AI Workflows into Your Project - Introducing Xef.ai
Discover Xef.ai: A multiplatform library for seamlessly integrating AI workflows into projects, offering functional primitives and error handling for predictable and reliable AI composition.
AI Assisted Development
Exploring AI's impact on Scala development, from TDD to code generation, and discussing future possibilities for AI-assisted programming.
Why Dolly Is Just the Beginning for Open LLM Models
Explore the evolution of open LLMs, focusing on Dolly's impact and the potential for fine-tuning smaller models with proprietary data to gain a competitive edge in AI development.
Automation Engineering with Serverless Compute
Automate tedious processes using Ruby in serverless functions. Learn object detection, event triggers, and static site generation while exploring problem-solving techniques for overcoming challenges.