Tutorials

Hands-on guides from beginner to expert

TutorialIntermediate

Deploy DeepSeek V3 & Llama 4 Locally with Ollama and vLLM

Complete guide to running the latest open-source models on your hardware — from Ollama quick-start to vLLM production serving with quantization.

AIcloud2026-02-0815 min read
TutorialAdvanced

Building a Production RAG Pipeline: Chunking, Reranking, and Evaluation

End-to-end guide with LangChain and Pinecone covering semantic chunking, hybrid search, Cohere reranking, and RAGAS evaluation metrics.

AIcloud2026-02-0620 min read
TutorialAdvanced

Build Autonomous AI Agents with LangGraph and Claude — Zero to Production

Create multi-step agents with tool use, persistent memory, and human-in-the-loop workflows using LangGraph's graph-based orchestration.

AIcloud2026-02-0518 min read
TutorialIntermediate

Claude Code Masterclass: From Setup to Advanced Multi-Repo Workflows

Master Claude Code's agentic CLI — project scaffolding, multi-file editing, git integration, CLAUDE.md configuration, and custom MCP tools.

AIcloud2026-02-0414 min read
TutorialIntermediate

Build Custom MCP Servers in TypeScript: Connect Any API to AI Models

Step-by-step Model Context Protocol tutorial — create type-safe MCP servers that expose your APIs as tools for Claude, Cursor, and other AI apps.

AIcloud2026-02-0216 min read
TutorialBeginner

Getting Started with AI Coding Assistants: Claude Code, Cursor, Copilot

Beginner-friendly guide to setting up and using the top AI coding tools — with real-world workflow examples and productivity tips.

AIcloud2026-01-3010 min read
TutorialBeginner

AI Video Generation Hands-On: Sora, Runway Gen-4, and Kling 2.0 Compared

Practical guide to creating professional videos with AI — prompting techniques, style control, and quality comparison across all major platforms.

AIcloud2026-01-2812 min read
TutorialAdvanced

Kubernetes GPU Cluster for AI: NVIDIA GPU Operator + Triton Inference Server

Deploy and auto-scale GPU workloads on Kubernetes with NVIDIA GPU Operator, Triton, and KServe for production model serving.

AIcloud2026-01-2522 min read
TutorialIntermediate

Fine-Tuning LLMs in 2026: LoRA vs QLoRA vs Full Fine-Tune Compared

Choose the right fine-tuning approach for your use case — cost analysis, quality tradeoffs, and step-by-step examples with Llama 4 and Qwen 3.

AIcloud2026-01-2216 min read
TutorialBeginner

Build AI Apps Without Code: Complete Dify Platform Tutorial

Create RAG chatbots, AI workflows, and agent applications visually using Dify's open-source platform — from installation to production deployment.

AIcloud2026-01-2013 min read