Building an ML Cancer Segmentation API in 15 Minutes
Build and deploy a machine learning Cancer Segmentation API using Python, TensorFlow, FastAPI, and Heroku in a quick tutorial. Learn to create a practical ML application for medical imaging analysis.
Building and Deploying a Semantic Search Engine on Hugging Face
Build and deploy a semantic search engine on Hugging Face. Learn NLP techniques, implement search algorithms, and create an API. Gain practical skills in context-aware search and sentiment analysis.
Build Your Own Video Streaming Platform - It's Easier Than You Might Think
Learn to build a video streaming platform using HTML, CSS, and Next.js. Covers creating components, integrating Linode Object Storage, and implementing video upload and playback functionalities.
ChatGPT API in Python - How to Build a Custom AI Chat App
Learn to build a custom AI chat app using ChatGPT API in Python. Create a terminal client, store chat history, modify AI personality, and explore practical applications like a real estate AI assistant.
Powering Smart Homes at Scale - Challenges and Architecture for IoT Cloud Systems
Explore the challenges and architectural considerations for building a secure, responsive, and scalable IoT cloud connecting millions of smart homes, focusing on performance, security, and system stability.
How to Convert Almost Any PyTorch Model to ONNX and Serve It Using Flask
Learn to convert PyTorch models to ONNX format and deploy them using Flask, focusing on a BERT sentiment model. Gain practical skills in model conversion and API development.
Metacontroller with Knative Functions - Kubernetes Controllers Made Simple
Simplify Kubernetes custom controllers using Metacontroller and Knative Functions. Learn to deploy new APIs quickly and efficiently, with a live demonstration of these powerful tools in action.
Towards Something Better Than CRDs in a Post-Operator World
Exploring the future of Kubernetes extension beyond CustomResourceDefinitions, focusing on improved API management for service providers and tenants in a post-operator ecosystem.
Kubernetes SIG Apps Updates - Recent Accomplishments and Future Plans
Explore SIG Apps' achievements in Kubernetes, including API promotions, controller improvements, and future plans. Learn about enhancing application deployment and operation experiences.
Transitioning to a Custom Kubernetes Operator for API Gateway Management
Explore Ubisoft's journey to a self-service API Gateway using a custom Kubernetes Operator. Learn about challenges, solutions, and benefits of this transition for scalable platform management.
Solving Multi-Service Communication Without a Service Mesh
Explore Kubernetes primitives for secure microservices communication without service mesh. Learn about NetworkPolicy, token projection, API gateways, and more for authentication, encryption, and compliance.
API Evolution with CRDs: Best Practices for Authoring and Fuzz Testing APIs
Best practices for authoring and fuzz testing CustomResourceDefinitions APIs in Kubernetes, covering strategies for design, validation, and evolution of scalable and stable APIs.
How to Write a Kubernetes Reconciler Using Controller-Runtime - Tutorial
Learn to build Kubernetes controllers using controller-runtime, exploring best practices, conventions, and common pitfalls. Gain hands-on experience with Kubebuilder and understand Kubernetes conditions for efficient custom resource management.
Enabling Management of Constrained Devices Using OIC Framework
Explore OIC framework implementation in Apache Mynewt for managing constrained IoT devices, covering resource discovery, communication, and optimization for embedded systems.
Running RESTHeart with Docker
Learn to deploy RESTHeart using Docker, exploring containerization options, MongoDB integration, and optimizing performance with native images for rapid startup and minimal resource usage.
Dockerize Your Own Game of Thrones API
Learn to create and deploy a dockerized API for Game of Thrones episode information, using Terraform for cloud deployment. Gain practical skills in containerization and infrastructure as code.
Attribute-Based Access Control Framework for IoT
Explore an open-source authorization framework for IoT, overcoming limitations of XACML and OAuth. Learn about app-specific policies using attributes for dynamic, location-specific roles in device provisioning.
Deployment API: Simplifying DC/OS Deployments for Developers
Streamline DC/OS deployments with a custom API that enhances Marathon JSON, ensuring operational standards and simplifying the process for development teams.
Running Resilient Workloads with Istio
Learn advanced Istio configurations for production-ready microservices: canary deployments, timeouts, retries, rate limits, circuit breakers, fault injection, mTLS, and RBAC. Enhance your Kubernetes setup beyond basic deployments.
Scaling Security Assessment for DevOps - Norad Framework Introduction
Learn to scale security assessments for DevOps with Norad, a distributed testing framework. Automate open-source and vendor tools, aggregate results, and develop custom security tests using the SDK.
Ubuntu Development - The Friends App and Its API
Explore the friends app and its API in Ubuntu development, learning key features and implementation techniques for social networking functionality.