Set Up Your Kubernetes API Resources Quickly With Kusk
Deploy REST APIs in Kubernetes effortlessly using Kusk, which generates Kubernetes resources from OpenAPI/Swagger definitions. Learn to automate API deployment and integrate it into CI/CD workflows.
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.
Training Sentiment Model Using BERT and Serving It With Flask API
Learn to build and deploy a high-accuracy sentiment analysis model using BERT and Flask API, covering data preparation, model training, and serving the model for real-world applications.
Deploy LLM to Production on Single GPU - REST API for Falcon 7B with QLoRA on Inference Endpoints
Learn to deploy a fine-tuned Falcon 7B model with QLoRA to production using HuggingFace Inference Endpoints, creating a REST API for efficient and scalable inference on a single GPU.
Model-Based Deep Learning with Applications to Imaging - Yonina Eldar, PhD
Explore model-based deep learning approaches for efficient, interpretable networks in signal and image processing, with applications in imaging, ultrasound, and COVID-19 detection.
Implementing Exercise Wearables Analysis with Spark and Akka
Explore designing and implementing distributed systems with Scala, Akka, and Spark. Learn about cluster-sharded domains, REST APIs, and DevOps considerations for wearable and mobile applications.
Create NFT in Minutes - Mini Crash Course Speedrun
Learn to create and sell NFTs quickly using NFTPort, exploring their potential for developers in the blockchain space.
Productionizing Real-time Serving with MLflow
Explore production-grade MLflow serving: containerization, custom middlewares, monitoring, logging, and performance optimization for high-scale deployment of machine learning models as REST API endpoints.
Comparing Messaging Techniques for IoT
Explore various IoT messaging techniques, their operating modes, and suitability for edge devices and border gateways. Learn about connectivity, protocols, and security in IoT communications.
Experience the Docker Swarm API in Virtual Reality
Explore Docker's REST API and learn to build immersive VR tools for visualizing Docker Swarm. Discover how to leverage web technologies for interactive infrastructure experiences.
Empowering DevOps Organizations with Tools for Frictionless IT Management
Explore DevOps tools for seamless infrastructure automation, learn to integrate IT best practices, and discover how to enhance cloud-native deployments with container orchestration platforms.
Docker CE Latest Features: A Practical Guide - Meetup
Practical guide to Docker CE features: AtSea demo app, multi-stage builds, secrets management, and stack deployment for efficient distributed application development.
Orbiter - An Open Source Docker Swarm Autoscaler
Explore Orbiter, an open-source autoscaler for Docker Swarm. Learn about its REST API, cross-platform support, and easy integration for automatic service and task scaling.
NLP Spacy: PII/GDPR Detection with Presidio - Part 2 - Code and REST API
Develop a PII/GDPR detector using Microsoft Presidio and Spacy, implementing a REST API with FastAPI and CI/CD pipelines with Azure DevOps and Docker Compose.
Pwning Software-Defined Networking - SDN
Explore software-defined networking vulnerabilities, focusing on OpenFlow, controllers, and REST APIs. Learn to manipulate traffic flow and exploit SDN weaknesses.
Attacking Nextgen Firewalls
Explore techniques for attacking next-generation firewalls, focusing on administrative interfaces, embedded systems, and potential vulnerabilities in security features like VPNs and user authentication.
AppSec Pipelines and Event-based Security - Moving Beyond a Traditional Security Test
Strategies for scaling AppSec programs using automation, continuous health checks, and event-based security to keep pace with rapid software development and delivery in large organizations.
Static Sites, Dynamic Microservices, and Azure - How We Built Microsoft Docs and Learn
Explore Microsoft's JAMStack-based approach for building Docs and Learn, focusing on scalability, performance, and community contributions through GitHub integration.
Break Me If You Can
Explore fault tolerance and error handling in Java systems through live failure scenarios and practical recipes for building resilient, robust code using gRPC and REST examples.
REST Beyond the Obvious - API Design for Ever Evolving Systems
Explore API design for evolving systems, focusing on REST principles, architectural context, and strategies for creating flexible, durable APIs that can adapt without breaking clients.
The End of Polling - Why and How to Transform a REST API into a Data Streaming API
Explore transforming REST APIs into data streaming APIs using WebSockets and Server-Sent Events. Learn to choose the right technology and optimize data transfer for real-time applications, including a demo with drones.