Building Multi-Tenant SaaS Architectures - GOTO 2024
Explore multi-tenant SaaS architectures with Tod Golding and Bill Tarr. Gain insights into collaboration between business and technical roles, operational monitoring, and the future of SaaS, including GenAI integration and simplified architectures.
Navigating Backstage: A Year in Developer Life - Developer Portal Insights
Explore the transformative impact of Backstage developer portal on software development workflows, collaboration, and productivity. Gain insights into real-world scenarios and best practices for leveraging this open-source framework.
Software Architecture for Tomorrow - Expert Talk
Dive into software architecture's future with experts Sam Newman and Julian Wood. Explore microservices, asynchronous communication, and critical decision-making in modern system design. Gain insights on AI's role in development.
Building a Scalable Web Scraping API for Large-Scale Data Collection Using FastAPI and Python
Master building a scalable web scraping API for large-scale data collection using FastAPI and Python. Learn deployment steps, multi-core optimization, and practical implementation on Linode's cloud platform.
Reusable C++ Code and Data Structures - Choosing the Right Tools
Explore techniques for creating reusable C++ code and data structures. Gain insights into choosing the right tools and patterns for efficient, error-free programming in various scenarios.
This is C++ - Uncompromised Performance, Undefined Behavior, and Move Semantics
Dive into C++'s superpower for uncompromised performance. Explore undefined behavior and move semantics to write better code and understand C++'s evolution, including current controversial issues.
Modern CI/CD Machine Learning Workflows Using Julia
Explore streamlined machine learning workflows in Julia, integrating package development principles and MLflow for robust, reproducible, and scalable model creation and management.
Anyscale's Governance Suite for Scalable AI Platforms - Ray Summit 2024
Explore Anyscale's Governance Suite for AI platforms, addressing security, controls, and productivity challenges in the era of Generative AI. Gain insights into sustainable AI practices for modern enterprises.
Roblox's Journey to Supporting Multimodality on vLLM - Ray Summit 2024
Explore Roblox's integration of multimodal language models into vLLM, uncovering technical challenges and insights for developers seeking to enhance their LLM deployments with advanced AI capabilities.
ByteDance's Platform for Reinforcement Learning from Human Feedback
Explore ByteDance's journey in building a video data processing pipeline using Ray's ecosystem for creating realistic video generation models from text instructions.
Klaviyo's Journey to Robust Model Serving with Ray Serve
Explore Klaviyo's journey in building DART, a model serving platform using Ray Serve. Gain insights into architecture, deployment strategies, and practical advice for implementing Ray Serve in your own projects.
Scaling Inference Deployments with NVIDIA Triton Inference Server and Ray Serve
Explore the integration of Ray Serve and NVIDIA Triton Inference Server for enhanced ML model performance and scalability. Learn to optimize inference deployments using advanced tools and a new Python API.
Overcoming Distributed ML Challenges with Ray Train
Unlock efficient distributed ML pipelines with Ray Train. Explore solutions for setup, integration, debugging, fault tolerance, and data processing challenges in scalable machine learning workflows.
Building Scalable AI Agents with Ray
Explore Ragent, a framework for scalable AI agents built on Ray's distributed computing capabilities. Learn about its key features and integration with popular tools for developing production-ready agent applications.
Scaling Insights from Infinite-Width Theory for Next Generation Architectures and Learning Paradigms
Explore scaling insights from infinite-width theory for advanced architectures and learning paradigms. Gain understanding of optimal scaling rules across various models and their impact on training stability and generalization.
Beyond Copilot - Leveraging the Latest AI Tools to Build Better Software
Explore cutting-edge AI tools beyond GitHub Copilot to enhance your software development workflow, from code optimization to automated documentation and bug detection.
Writing a Base Level Library for Safety Critical Code in C++ - Lecture
Dive into safety-critical C++ development for modern cars. Explore tools, testing methodologies, coding standards, error handling, and design impacts for creating reliable software where lives are at stake.
LTR Framework - How to Train an Army of Models for Efficient Ranking Experiments
Discover how OLX implemented LTR Framework to automate ranking experiments across multiple countries and categories, enabling rapid testing and accelerating platform growth through improved user relevance.
Introduction to Programming with C++ for Engineers
Discover key concepts of C++ programming tailored for engineers, exploring practical applications and fundamental principles in this concise introduction.
Migrating Legacy SAP HR Systems to a Fiori-Based, User-Centric Experience
Explore the transformation of legacy SAP HR systems to SAP Fiori, enhancing user experience, security, and efficiency. Learn about streamlined processes, responsive design, and modern integrations for optimized HR operations.
Transforming Software Development with Intelligent Automation
Explore the transformative impact of AI-driven automation on software development, focusing on code review and quality assurance. Gain insights into benefits, real-world applications, challenges, and future trends in intelligent automation.