How to Build an Item Detection App with No-Code AI Vision at the Edge
Build a retail item detection system using Node-RED and Docker. Learn setup, containerization, and deployment for efficient edge AI vision applications without coding.
Building Database Docker Desktop Extensions - Experience and Best Practices
Explore integrating popular database tools like PGAdmin4 and SQLcl into Docker Desktop for streamlined development workflows across Windows, Linux, and Mac.
Migrating Beanstalk Ruby/JS Applications to ECS Using Docker
Explore the process of migrating Ruby/JS applications from Beanstalk to ECS using Docker and Terraform. Learn about preparation, organization, testing, challenges, and outcomes of containerization.
Build and Deploy Multi-Container Apps to AWS
Learn to containerize and deploy multi-container applications to AWS using Docker Compose, including Nginx, React, Node.js, and MongoDB. Create CI/CD pipelines for testing and deployment to Elastic Beanstalk.
OpenGL and Python on Computer and Embed Device Part 2
Explore advanced OpenGL techniques with Python, focusing on implementation for embedded devices and desktop computers.
Building Production-Ready Services with Kubernetes and Serverless Architectures
Learn to deploy and manage Kubernetes clusters, build production-ready stacks, create serverless event pipelines, and run real-time streaming applications using modern tools and architectures.
Creating a Discord Bot with JavaScript and Discord.js
Step-by-step guide to creating a Discord bot using Discord.js in Node.js. Learn authentication, slash commands, and bot interaction for a fun "Choo Choo" bot.
Hyperparameter Optimization for Reinforcement Learning Using Meta's Ax
Learn to optimize hyperparameters for reinforcement learning using Meta's Ax framework. Explore grid search, random search, and Bayesian optimization techniques to improve machine learning model performance.
Poisoned Pickles - Security Risks and Protections for Serialized ML Models
Explore the security risks of using pickle for ML model serialization and learn strategies to protect against poisoned pickles in data science pipelines.
Adapting WozMon for the Breadboard 6502
Explore adapting WozMon for a breadboard 6502 computer, learning key concepts and techniques for implementing this classic monitor program on custom hardware.
Iroh - Taking IPFS to Millions of New Places
Explore Iroh, a new Rust-based IPFS node designed for seamless connectivity across endpoints. Learn its design and implementation to enhance your web3 networking capabilities.
Structured Data with IPLD - Introduction to Verifiable Data Structures for IPFS
Explore IPLD concepts for building verifiable data structures to support decentralized apps on IPFS, going beyond simple file storage to structured app data.
The State of Helia - IPFS in the Browser
Explore Helia, the new JS IPFS implementation for browser-based content access. Learn about current resources, ideas, and future plans for this innovative tool.
Node.js Best Practices in Docker - 2023 Edition
Explore the latest Node.js strategies for Docker, including Wolfi images, Docker Scout analysis, Compose Sync, and docker init. Learn about Dockerfile advancements, process management, and GitHub Actions for efficient development.
Build Your Own Copilot with Azure AI Studio
Explore Azure AI Studio to create enterprise chat and custom copilots. Learn to integrate real-time data, test LLMs, and deploy PoCs at scale for innovative generative AI applications.
Run Fast! Catch Performance Regressions in eBPF with Rust
Implement continuous benchmarking in eBPF programs using Rust. Learn to write benchmarks, integrate them into CI, and prevent performance regressions in both client and kernel-side code.
ChatGPT 3.5 Turbo Fine-Tuning Tutorial - Specific Tasks with Synthetic Data
Step-by-step guide to fine-tuning ChatGPT 3.5 Turbo for specific tasks using synthetic data, covering when and why to fine-tune, data creation, dataset cleaning, and model testing.
Dockerfile: From Start to Optimized
Learn to write and optimize Dockerfiles for efficient container builds. Explore instructions, best practices, and patterns to enhance your Docker skills and create faster, more effective containerized applications.
GPT-4 Turbo Documentation Converter to JSON Format
Convert documentation into easily chunkable JSON format using GPT-4 Turbo, enhancing retrieval accuracy. Explore basic to advanced implementations and iteratively improve generated documentation for better searchability.
Cloud-Native MLOps Platform for Python and ML Engineers
Discover how Jina MLOps platform simplifies building and deploying AI applications in Python to the cloud, enabling engineers to focus on logic while handling infrastructure complexity.
Form Transition Tutorial
Create smooth form transitions using CSS and JavaScript to enhance user experience and interface design.