Human-Centered AI: Challenges and Governance in News Automation
Explore the synthesis of AI and human-centered thinking with experts discussing challenges, governance, and innovation in developing reliable and trustworthy Human-Centered AI systems.
Recursion Google, Amazon Questions - Dice Throw & Letter Combinations of a Phone Number
Learn to solve Google and Amazon recursion problems: dice throws and phone number letter combinations. Includes approach, thought process, and solution implementation.
LLMOps - LLM Bootcamp
Explore LLMOps principles for improving language model applications, covering model selection, prompt management, testing strategies, evaluation metrics, deployment, and test-driven development.
Development Infrastructure & Tooling - FSDL
Comprehensive overview of deep learning development infrastructure, covering software engineering, frameworks, distributed training, GPUs, resource management, and experiment tracking.
Deploying ML Models - Full Stack Deep Learning - Spring 2021
Learn strategies for deploying machine learning models, from batch prediction to edge deployment, with focus on REST APIs, performance optimization, and scaling techniques.
Deployment - FSDL 2022
Comprehensive guide to deploying ML models: from prototyping to production, covering architectures, optimization techniques, scaling strategies, and edge deployment considerations.
Avoid Costly Framework Upgrades - Strategies for Flexible Code Architecture
Learn strategies to make future framework upgrades easier, reducing effort and costs. Gain insights from real-world experiences to write more adaptable code and simplify the inevitable process of framework migration.
Architecture Evolution Step by Step - From Startup to Enterprise
Explore startup architecture evolution, from MVP to enterprise-level. Learn about service-oriented architecture, domain-driven design, and step-by-step refactoring techniques for growing companies.
CQRS and Event Sourcing Explained
Comprehensive introduction to CQRS and Event Sourcing concepts, exploring their benefits and helping developers decide if these architectural patterns are suitable for their projects.
A Happy End for the Docker-for-Development Drama
Discover practical solutions for using Docker as a development environment, overcoming common challenges and leveraging container benefits for efficient PHP development workflows.
Lessons Learned from Dockerizing Complex Web Apps
Insights on containerizing complex web applications with Docker, covering multiple technologies and services for efficient deployment and management.
The Road to Continuous Deployment - A Case Study
Discover strategies to modernize legacy applications, implement service-oriented architecture, and build a continuous deployment pipeline. Learn from real-world examples to boost development velocity and confidence.
Java-Friendly Machine Learning with JSR381 - Visual Recognition API
Explore Java-friendly machine learning with JSR381, an open-source API for visual recognition. Learn its goals, architecture, and practical applications in IntelliJ IDEA.
Key Skills for Software Craftsmanship - 10 Lessons
Master essential software engineering skills through hands-on lessons covering Makefiles, Linux commands, GitHub Codespaces, DevOps, and continuous integration for improved software craftsmanship.
Raft Consensus Algorithm - Distributed Systems Reading Group
Explore Raft consensus algorithm with John Ousterhout, discussing its design, implementation challenges, and practical applications in distributed systems.
Conflict-Free Replicated Data Types (CRDTs) - April 2022
Explore Conflict-free Replicated Data Types (CRDTs) in distributed systems, understanding their principles, applications, and implementation challenges.
Making CRDTs Byzantine Fault Tolerant
Explore techniques for enhancing Conflict-free Replicated Data Types (CRDTs) to withstand Byzantine faults, improving distributed system resilience and reliability.
Project Cambria: Managing Schema Change in Distributed Systems
Explore techniques for managing schema changes in distributed systems using Cambria, a TypeScript library employing bidirectional lenses to express schema relationships and separate compatibility code.
Building a Faster-Than-Rust-and-C++ Perfect Hash Table
Explore the journey of optimizing hash tables, from basic concepts to advanced techniques, achieving performance improvements that surpass Rust and C++.
Kubernetes Native Java with Spring Boot
Explore Spring Boot's capabilities for developing fast, cloud-native services on Kubernetes with Spring Developer Advocate Josh Long in this comprehensive presentation and Q&A session.
What We Mean When We Talk About Developer Productivity
Explore developer productivity concepts, IDE benefits, and workflow optimization strategies with JetBrains' Dmitry Jemerov, leader of IntelliJ IDEA's product management team.