AI Engineering Unlocked: Deploy Generative AI from Zero to Production in 8 Steps

1 months ago 高效码农

Generative AI Engineering: From Zero to Production Generative AI is reshaping industries at breakneck pace. Once confined to academic papers and research labs, large language models (LLMs) and multimodal AI have now become practical tools you can deploy, customize, and integrate into real‑world applications. In this comprehensive guide, you’ll learn: What AI engineering really means, and how it differs from traditional machine learning Hands‑on environment setup: from installing tools to validating your first API call Core modules of an end‑to‑end Generative AI course, including chatbots, Retrieval‑Augmented Generation (RAG), AI Agents, and more Troubleshooting tips to overcome common setup hurdles By …

Mastering Large Language Models: From Zero to Deployment – A Step-by-Step Developer’s Guide

1 months ago 高效码农

Hands-On Guide to Building Large Language Models: From Zero to Practical Expertise Why This Series Matters for Tech Enthusiasts For computer science graduates and tech professionals entering the AI era, practical experience with large language models (LLMs) has become essential. This comprehensive guide offers a structured pathway through 19 core projects and 3 specialized modules, complete with hands-on tutorials and code documentation. Unlike theoretical resources, this series focuses on actionable skills, covering the entire LLM development lifecycle from model fine-tuning to deployment optimization. This GitHub repository has received XXX stars and remains actively maintained. Technical Landscape of LLM Development Model …