From Webcam to Unreal Engine 5.2: Free Motion Capture Using ThreeDPoseTracker
Learn to create free motion capture animations using a webcam or MP4 video with ThreeDPoseTracker, then import and retarget them onto 3D models in Unreal Engine 5.2 for game development and animation projects.
Creating an Article Generator Website Using Langchain and OpenAI - Generative AI Series
Learn to build an AI-powered article generator website using Langchain and OpenAI. Explore generative AI techniques to create dynamic content efficiently.
How to Get Your Business on Google and Rank Number 1 - The Ultimate Course When Starting a Local Business
Learn to optimize your Google Business Profile, create a professional website, and implement effective SEO strategies to rank higher on Google Maps and search, attracting more customers to your local business.
Moderating End-to-End Encrypted Content - Balancing Privacy and Control
Exploring end-to-end encryption challenges, balancing privacy with content moderation needs. Proposes user-centric definitions and analyzes improvement strategies to maintain security while enhancing user experience.
Solving Private Set Intersection via Cuckoo Hashing - Benny Pinkas, Bar-Ilan University, Israel
Explore private set intersection protocols, including custom and generic MPC approaches, with a focus on Cuckoo hashing for efficient computation of PSI variants in cryptography and security.
How AI Is Changing the Shopping Experience
Explore how AI revolutionizes retail, enhancing customer experiences and streamlining operations. Learn about personalized shopping, data quality, and future trends in e-commerce.
Counterfactual Evaluation of Machine Learning Models
Explore counterfactual evaluation techniques for machine learning models, focusing on charge outcomes and iterative improvements in financial technology applications.
Containers at Facebook - Advanced Linux, Btrfs, and Systemd Implementation
Explore Facebook's container infrastructure using Linux, Btrfs, and systemd. Learn about advanced file systems, process management, and new kernel features for high-traffic networks.
Frequently Bought Together Recommendations Using Embeddings - Challenges and Solutions
Explore embedding-based "frequently bought together" recommendations for e-commerce, covering model training, productionization, metrics, and serving strategies. Learn practical tips for large-scale implementation.
User Behavior Hashing for Audience Expansion - Deep Learning Approach
Explore deep learning-based hashing for sequential behavior data, utilizing Spark for large-scale preprocessing and distributed inference on Databricks with Pandas UDF.
Productionizing Deep Reinforcement Learning with Spark and MLflow
Aprenda a aplicar Deep Reinforcement Learning em escala usando Spark e MLflow para personalização de jogos e aumento de engajamento, com dicas práticas para superar desafios de produção.
Storage Systems at a Rapidly Scaling Startup - Instagram's Infrastructure Evolution
Explore Instagram's infrastructure evolution from 30M to 150M users. Learn scaling strategies, database optimizations, and lessons from rapid growth with a small engineering team.
Automated Background Removal Using PyTorch - Wehkamp's Image Processing Pipeline
Discover an automated pipeline for efficient background removal in product images using PyTorch and machine learning, enhancing visual experiences for e-commerce customers.
Wrangling Kubernetes Configuration for Hundreds of Teams
Explore techniques for managing Kubernetes configuration at scale, focusing on Shopify's transition to a modular system and the use of next-generation SIG CLI tools for improved efficiency.
Continuous Profiling Your Production Kubernetes Deployments Running at Scale
Explore continuous profiling for Kubernetes deployments, its benefits, open-source options, and real-life examples of improving system efficiency in large-scale production environments.
Availability and Storage Autoscaling of Stateful Workloads on Kubernetes
Explore strategies for running highly available, scalable Elasticsearch on Kubernetes. Learn about storage autoscaling, persistent disk management, and secure client connections using Envoy and Kubernetes ingress.
Move Fast and Fix Things - Building a Better Internet
Exploring the impact of social media on society and democracy, this talk discusses the need to build a better internet that restores trust and supports fairness in the digital age.
Pods on Steroids - A Case Study of Migrating Flipkart.com to Kubernetes on Bare Metal
Explore Flipkart's migration to Kubernetes on bare metal, detailing the process, challenges, and significant performance improvements in application latency and resource utilization.
Dealing with Hot Plugging Composability Issues Created by CXL Attached Memories
Explore solutions for hot plugging challenges in CXL-attached memories, addressing composability issues and enhancing system flexibility in modern computing architectures.
New Zone and MMAP Flag for CXL - Followup Discussion
Explore CXL memory management with experts discussing new zones and mmap flags, focusing on advancements in Linux kernel development for improved hardware integration.
CXL vs IOMEM Resource
Explore the technical comparison between CXL and iomem_resource in this concise Linux Foundation talk by Ben Widawsky, offering insights for developers and system architects.