Fine-tuning Flan-T5 for Sequence-to-Sequence Classification with MLFlow
Fine-tune Flan-T5 for sequence-to-sequence classification using MLflow. Learn advanced MLOps techniques for optimizing language models in data science projects.
Microsoft AI: Semantic Kernel C# SDK Integration with Ollama - Machine Learning and Data Science
Integrate Microsoft's Semantic Kernel C# SDK with Ollama, exploring Phi3 model and coding in C# for enhanced machine learning capabilities.
MLOPS: How to Work with Hugging Face Hub CLI
Aprende a instalar y utilizar la CLI de Hugging Face Hub para gestionar modelos y datasets de aprendizaje automático de manera eficiente.
Gemini API Function Calling with Python SDK - Machine Learning and Data Science
Explore function calling with Gemini API's Python SDK to enhance language model interactions and streamline development workflows.
Scaling for Global Growth with Modern Cloud - GOTO 2024
Explore strategic global workforce management using serverless architecture, value flywheel, and platform engineering. Learn key insights for building compliant, scalable, and agile global expansion technology.
Adaptive Socio-Technical Systems with Architecture for Flow
Explore designing adaptive socio-technical systems using Team Topologies, Wardley Mapping, and Domain-Driven Design to optimize for fast flow of change in uncertain business environments.
Platform as a Product - Transforming Internal Platforms into Strategic Assets
Explore platform engineering as a strategic asset, focusing on user-centric design, continuous improvement, and value-driven development to empower teams and accelerate business outcomes.
The Technical Debt Trap - Understanding and Managing Code Rework
Explore technical debt's true meaning, impact, and management strategies. Learn to identify, address, and prevent technical debt for better software development practices.
Patterns for Building Event-driven Web and Mobile App Backends
Explore patterns for asynchronous, event-driven integrations between frontend and backend, enhancing agility and responsiveness in web and mobile app development.
Discrete Flow Matching for High-Dimensional Discrete Data Generation
Explore Discrete Flow Matching for generating high-dimensional discrete data. Learn about probability paths, sampling techniques, and improved generative perplexity in AI applications.
Software Engineering and Computer Science with the Wolfram Compiler
Explore software engineering practices and compiler techniques using the Wolfram Compiler, gaining insights into its internal organization and innovative approaches.
Explosive Overflow: Lessons from Rocket Science - StaffPlus New York 2024
Explore rocket science lessons on resilience and product security, analyzing historical software flaws to improve design, testing, and validation practices.
Developer Self-Service: Implementation and Organizational Needs - LeadDev Webinar
Explore developer self-service ecosystems: benefits, implementation challenges, and lessons learned from engineering leaders.
Several Components Are Rendering - Performance Optimization in Complex Applications
Explore performance bottlenecks in Slack's desktop app, examining architectural decisions and strategies to mitigate inefficiencies causing system strain.
How AI Can Actually Help Your Software Development Teams
Explore AI's practical applications across the software development lifecycle, addressing cultural and technical challenges for effective team integration.
How to Create a Standardization Plan for Tools, Libraries, and Frameworks
Explore the practical advantages and challenges of standardizing tools and frameworks across your organization, and learn effective implementation strategies.
How to Implement Platform Engineering at Scale
Overcome cultural barriers and team silos to successfully adopt platform engineering practices in large organizations.
How to Identify and Fix CI Pipeline Problems
Discover strategies to identify and resolve common CI pipeline issues, enhancing team productivity and streamlining development processes.
Reframing Incidents: Using Reactive Work to Enhance Customer Satisfaction
Reframe incidents as tools for customer satisfaction. Learn to lower thresholds, adapt processes, and prioritize customer focus in reactive work scenarios.
Taking the Risk Out of Software Experimentation: Balancing Innovation and Code Quality
Explore balancing experimentation and code quality in software development, leveraging SDLC practices to manage risk and reduce technical debt.
Working on Software That Is Older Than You
Explore strategies for navigating and evolving legacy codebases, drawing insights from experiences with both established and younger companies.