Threat Hunting at Scale - Auditing Thousands of Clusters With Falco and Fluent
Explore large-scale threat hunting using Falco and Fluent for auditing thousands of Kubernetes clusters, covering data pipelines, monitoring, log processing, and challenges.
Kueue Controller and Kubernetes Batch Working Group
Explore Kueue Controller and Kubernetes Batch WG's advancements in cloud-native computing, focusing on efficient workload management and resource allocation for enhanced performance.
Kubernetes SIG Apps Updates and Future Plans
Explore SIG Apps' achievements, API advancements, and future plans for enhancing Kubernetes application deployment and operation, with insights from industry experts.
How We Scaled Catalog Ingestion to Hundreds of Thousands of Entities
Explore HP Inc.'s innovative approach to scaling Backstage for large-scale entity ingestion, featuring extended functionality and optimized processing for enterprise-level data management.
Intro to Kubernetes, GitOps, and Observability - Hands-On Tutorial
Hands-on tutorial exploring Kubernetes, GitOps, and Observability. Learn key concepts, practice commands, and experience benefits like improved reliability, velocity, and security in cloud-native environments.
Fully Homomorphic Encryption - AC 2023 Session
Explore cutting-edge advancements in fully homomorphic encryption at this IACR session, delving into secure computation techniques and their real-world applications.
OTTL Me Why: Transforming Telemetry in the OpenTelemetry Collector - Just Got Better
Explore OpenTelemetry Transformation Language (OTTL) for processing telemetry data in the OpenTelemetry Collector. Learn use cases, best practices, and future developments for effective data transformation and routing.
Scaling RAG and Embedding Computations with Ray and Pinecone
Learn to efficiently scale retrieval augmented generation using Ray Data and Pinecone, enabling rapid embedding generation for LLM applications with distributed processing and vector database integration.
GPT-SW3: The First Large Generative Language Model for Nordic Languages
Explore the development and applications of GPT-SW3, the pioneering large generative language model for Swedish, with insights on data challenges and future directions.
Solving Migration Pipelines
Explore strategies for solving migration pipeline challenges in cloud-native environments, focusing on efficiency and scalability.
Building a Network Telemetry Platform
Explore network telemetry platform development, covering architecture, data processing, security implementation, cloud integration, and scalability for enhanced network monitoring and management.
Building ML-Enhanced Event Streaming Apps with Java Microservices
Explore building ML-enhanced event streaming applications using Java microservices and Apache Pulsar. Learn about Pulsar's architecture, functions, and programming model through a practical coding demo.
Phases in Software Architecture
Explore multi-phase computation structures in software architecture, focusing on novel applicative functors and their potential applications in choreography and multi-tier architecture.
TensorFlow Tutorial - Custom Dataset for Text with TextLineDataset
Learn to create custom text datasets in TensorFlow using TextLineDataset. Covers loading, filtering, vocabulary creation, and numericalizing for various text data structures, including IMDB reviews and translation datasets.
Stable Diffusion DreamBooth Tutorial Using Automatic1111 Web UI - Ultra Detailed
Comprehensive guide to Stable Diffusion DreamBooth: installation, training, fine-tuning, and advanced techniques for creating high-quality AI-generated images with custom subjects and styles.
Transform Your Selfie into a Stunning AI Avatar with Stable Diffusion - Better Than Lensa
Learn to create personalized AI avatars using Stable Diffusion and Google Colab. Master free, private, and unlimited AI image generation with step-by-step guidance for stunning results.
Summarize Product Reviews with GPT-3 - Get Product Insights and Improvements Fast
Learn to leverage GPT-3 for efficient product review analysis, gaining valuable insights and improvement suggestions. Automate the process of summarizing customer feedback and generating actionable recommendations.
Hugging Face Workshops - Pretraining Language Models & CodeParrot
Explore pretraining language models and CodeParrot, a code-writing AI. Learn data transformation, batching, evaluation, and tackle coding challenges in this hands-on workshop.
TorchStudio - Deep Learning Toolkit
Hands-on guide to TorchStudio: Access PyTorch datasets, train models, and compare results. Ideal for beginners and experienced users in the PyTorch ecosystem.
Research Paper Deep Dive - The Sparsely-Gated Mixture of Experts
Explore the Sparsely-Gated Mixture-of-Experts model, its architecture, and data processing for text and images. Learn about conditional computation and resource-efficient large-scale AI training.
Data Management - FSDL 2022
Comprehensive overview of data management in ML, covering storage, processing, exploration, and versioning. Includes best practices and insights on self-supervised learning and data labeling.