LLMOPs: Multimodal Prompting and Inference with Phi-3 Vision 128K Instruct on CPU - ONNX 4-Bit Quantization in C#
Explore multimodal prompting and CPU inference using Phi 3 Vision 128K Instruct, quantized to 4 bits in ONNX format, with C# implementation for efficient machine learning operations.
LLMOPs - Inference in CPU with Phi3 4k Instruct ONNX 4-bit Model Using C#
Explore CPU-based inference using 4-bit quantized Phi 3 4K Instruct in ONNX format with C#. Learn practical implementation for efficient machine learning deployment.
Microsoft AI: ML.NET Framework in C# - Transfer Learning for Image Classification
Aprende a entrenar modelos de aprendizaje profundo personalizados utilizando transferencia de aprendizaje, TensorFlow y ML.NET para clasificar imágenes de superficies de concreto.
The Data Abstraction Talk
Explore data abstraction's impact on code design, information hiding, and software architecture across programming paradigms. Learn to balance visibility and encapsulation for better dependency management and API evolution.
Curing Your Event Processing Blues with Rx
Explore Reactive Extensions (Rx) for taming asynchronous code complexity in modern applications. Learn to compose and query observable sequences for improved event processing and maintainability.
Safe and Secure Drivers in High-Level Languages
Explore writing PCIe drivers in modern languages like Rust and Go, focusing on safety, security, and performance. Learn techniques for user-space implementation and hardware isolation.
Treiber in High-Level Programmiersprachen
Netzwerktreiber-Implementierung in verschiedenen Hochsprachen: Vergleich von Sicherheitsfeatures, Performance und Komplexität für Intel 10 Gbit/s Karten in Rust, Go, OCaml, Haskell, C#, Python und Swift.
BYOI Payloads - Fusing the Power of .NET With a Scripting Language of Your Choosing
Explore .NET assembly generation, embedding scripting languages, and advanced techniques for creating versatile payloads in this cybersecurity-focused talk on BYOI (Bring Your Own Interpreter).
SSO Wars - The Token Menace
Explore SSO vulnerabilities, focusing on JWT and SAML tokens. Learn attack vectors, signature verification issues, and real-world implications for frameworks like WCF and SharePoint.
Building Secure ASP.NET Core MVC Applications
Explore ASP.NET Core MVC security features, including XSS and CSRF protection. Learn to build robust web applications with modular architecture and cross-platform compatibility.
Sinking Your Hooks in Applications
Techniques for automatically enhancing application security through code hooking and injection, demonstrated across Java, .NET, and Ruby frameworks without requiring developer intervention.
Building .NET Core Microservices with Steeltoe
Learn to build resilient .NET Core microservices using Steeltoe, an open-source project that brings industry-standard patterns to .NET developers for service discovery, configuration, and distributed tracing.
Recipe for Modern Applications - .NET Azure SQL Functions Geospatial JSON
Discover how to build modern applications using Azure SQL, .NET, and Azure Functions. Learn about JSON, geospatial data, scalability, and CI/CD in a real-world scenario.
How Modernizing Enterprise Applications Gives You a Competitive Advantage
Discover how Azure's managed PaaS services accelerate app modernization, reducing costs and complexity while enhancing competitiveness through faster time-to-market for .NET, Java, and other applications.
Mark Russinovich on Azure Innovation and More
Explore Azure innovations, cloud-native models, and cutting-edge tech with Mark Russinovich. Gain insights on data centers, sustainability, and exciting projects like Azure Orbital and Project Bicep.
Architecting .NET Microservices in a Docker Ecosystem
Explore microservices architecture, .NET Core solutions, and Docker containers for cloud-based applications. Learn design principles, implementation approaches, and deployment strategies in Azure.
Docker for Windows Container Development
Learn to develop Windows containers using Docker, integrating with Visual Studio for both .NET Core and legacy .NET Framework apps. Covers basics, Dockerfile creation, Docker Hub, debugging, and enterprise solutions.
From Fortran on the Desktop to Kubernetes in the Cloud - A Windows Migration Story
Modernizing legacy Windows apps using Docker and Kubernetes for cloud-based SaaS offerings, with practical insights on containerization, API development, and cloud deployment.
Windows Containers and Docker - 101
Explore Windows Server 2016 and Windows 10 container capabilities, including running ASP.NET and .NET Core apps in Docker, with hands-on demonstrations and practical insights.
Quick Retooling in Net for Red Teams
Learn offensive recon and live retooling techniques for red teams using .NET, exploring dynamic compilation, code generation, and stealthy payload delivery methods.
Red Team Level Over 9000 - Fusing the Power of NET With a Scripting Language of Your Choosing
Explore advanced red teaming techniques by combining .NET with scripting languages, covering concepts like IronPython, WebAssembly, and PowerShell for enhanced offensive capabilities.