AI tutorial - IT technology blog

Building AI Recommendation Systems: From Basics to Production Deployment

Learn to build AI recommendation systems from the ground up. This tutorial covers core algorithms like collaborative filtering and content-based methods, then dives into advanced usage with hybrid models and deep learning. Finally, it provides practical tips for deploying and maintaining recommendation systems in production environments.
AI tutorial - IT technology blog

Understanding AI Regulations: A Developer’s Guide to the EU AI Act and Beyond

Understanding AI regulations like the EU AI Act is crucial for junior developers building AI systems today. This guide walks you through integrating compliance into your development process, from understanding risk to implementing practical code examples for data privacy and explainability, ensuring your AI systems are responsible and legally sound.
Programming tutorial - IT technology blog

What is an API? REST vs GraphQL Explained for Developers

This article delves into the fundamental concept of APIs, clarifying their crucial role in modern software communication. It offers a detailed comparison of REST and GraphQL architectures, highlighting their distinct differences, benefits, and practical use cases, complete with code examples.
Networking tutorial - IT technology blog

Configure HAProxy/Nginx Load Balancer for Web App High Availability

Don't let a single server failure take down your web application. Learn how to configure HAProxy and Nginx as robust load balancers to ensure high availability and enhance scalability. This tutorial walks you through quick setups, deep dives into configurations, and shares essential practical tips for a resilient production environment.