4 Steps to Production LLM - Climate RAG with Weave
Improve a Climate RAG chatbot for production using Weights & Biases Weave. Learn end-to-end process including tracing, benchmarking, and incorporating feedback for iterative enhancement.
How to Cook Good AI Products with Data from Your Enterprise Warehouse
Aprenda a criar conjuntos de dados de referência específicos para sua empresa usando dados existentes, melhorando a avaliação e o desempenho de modelos de IA generativa em cenários do mundo real.
Microsoft Phi-3 vs Llama 3 8B: Performance Comparison and Azure Deployment
Explore Microsoft Phi-3's performance vs. Llama 3 8B in coding tests. Learn about benchmarks, technical details, and how to deploy Phi-3 in Azure for Python applications.
Meta's Llama 3 - The Next Generation of Open-Source Language Models
Explore Meta's Llama3 models: architecture, training, benchmarks, and real-world performance. Discover how this open-source AI compares to competitors and its potential impact on the field.
Is Machine Learning Smarter Than a Toddler? - Roboflow + OpenCV Webinar
Explore how AI and ML compare to toddlers in object recognition, drawing, and writing. Gain insights into the current capabilities and limitations of machine learning technology.
Who Tests Their Cloud Code Anyway?
Explore Azure testing options for cloud applications, covering A/B, performance, and architecture testing. Learn to integrate testing throughout the development lifecycle for robust cloud solutions.
Securing a Network Virtualized with Containers and Kubernetes - Example Solutions and Current Gaps
Explore container and Kubernetes network security, covering isolation, signing, benchmarks, service mesh features, and integrations. Learn about current solutions and gaps in virtualized network protection.
ME3255 - Timing Function Calls and Comparing Numerical Results
Learn to time function calls and compare numerical results in ME3255, enhancing your computational skills for mechanical engineering applications.
DevOps Benchmarking: Comparing Your Setup to Industry Trends
Explore DevOps benchmarking trends, compare your setup, and learn optimization strategies to stay competitive in the industry with insights from platform engineering pioneer Kaspar von Grünberg.
Boost Performance of Go Applications with Profile-Guided Optimization
Optimize Go applications using profile-guided techniques. Learn runtime profiling, compiler optimization, and performance measurement on Google Cloud and beyond.
Go Tooling in Action
Explore Go's powerful tooling ecosystem, from environment setup to debugging and benchmarking, enhancing your development workflow and code quality.
Migrating Applications to the Cloud in a Cost Effective Manner
Explore cost-effective cloud migration strategies, focusing on agile methodologies, machine learning, and performance optimization techniques to maximize efficiency and minimize expenses.
Microservices at Spotify
Explore Spotify's journey to microservices: scaling challenges, autonomous teams, and architectural evolution. Gain insights into breaking monoliths and implementing effective software architecture strategies.
Performance Testing Java Applications
Comprehensive guide to performance testing Java applications, covering goals, environments, tools, and analysis techniques for robust server-side application benchmarking and optimization.
Database Hacking 101 - Building Fast Bulk Import in Java + C
Explore techniques for high-performance CSV imports in time-series databases using io_uring, with benchmarks and implementation details from QuestDB's CTO.
Techniques for a Faster JVM Start-Up
Explore techniques to accelerate JVM start-up times, including AppCDS, AOT compilation, and JVM flags, with practical demonstrations and benchmarks for both development and production environments.
What Lies Beneath
Explore the journey of Java code from source to hardware execution, uncovering optimization techniques and performance insights along the way.
A Peek into the Black Box - How to Adopt Java Flight Recorder to Improve Performance and Capacity Testing
Explore Java Flight Recorder and Mission Control for automated performance analysis, bottleneck identification, and capacity estimation in CI/CD pipelines using JMC API and machine learning.
TensorFlow Model Optimization - Quantization and Pruning
Explore TensorFlow model optimization techniques like quantization and pruning to enhance performance, reduce resource usage, and improve efficiency in machine learning applications.
Testing at Scale - How to Test When You Go Globally With a Fleet of Thousands of Machines
Discover strategies for comprehensive testing in large-scale systems, from unit tests to A/B tests. Learn to build efficient pipelines handling GDPR data, multiple machines, and rollbacks.
Speed is Not All You Need for Data Processing
Exploring data processing frameworks beyond Pandas, challenging assumptions about speed, and emphasizing practical considerations for choosing tools that best serve data practitioners.