#AI beginner guide
494 related articles
·3 min
Dify 1.8 Complete Beginner's Guide: Build 20+ AI Apps Fast
A complete Dify 1.8 guide covering 3 deployment methods (Docker/cloud/source), MySQL integration, 5 app types (Chatbot/Agent/Workflow), model selection, and publishing strategies.
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·3 min
Dify for Beginners: A Complete Guide to Building AI Applications
A beginner's guide to Dify covering Docker deployment, MySQL setup, model integration, five app types (Chatbot/Agent/Workflow), and publishing — build LLM apps fast.
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·2 min
Codex Joins ChatGPT: A Beginner's Guide to AI Coding Agents
OpenAI integrates Codex into ChatGPT. Learn what AI coding agents can do, how Codex compares to Claude Code and Cursor, and how to get started today.
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·2 min
Vibe Coding: A Beginner's Guide to Building Software with AI — No Coding Required
Vibe Coding is a new AI-driven approach to software development — no coding required. Just express your intent and let AI build it. Here's what it is and why it matters.
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·3 min
Coze for Beginners: A Complete Guide to Getting Started with the AI App Development Platform
Coze by ByteDance is an all-in-one AI app development platform for non-coders. Build AI agents with drag-and-drop — no programming needed. Complete beginner's guide.
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·2 min
Building a WeChat Mini Program from Scratch with Codex: A Complete Beginner's Guide to AI Programming
No coding experience? Learn how to build a WeChat Mini Program using Codex and AI. A complete beginner's guide covering App ID setup, prompt writing, debugging, and publishing.
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·2 min
Vibe Coding Beginner's Guide: Build Real Apps with AI — No Coding Experience Required
Vibe Coding lets anyone build apps using AI and natural language — no coding required. Learn the core concepts, real success stories (including a $1M app), and why Tencent, Alibaba & ByteDance are hiring for it.
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·3 min
Don't Start AI Learning with Machine Learning: A Beginner's Guide to the Onion Model
Gaurav Sen reveals the fatal trap in AI learning: starting from ML fundamentals often leads to burnout. Learn the Onion Model approach—RAG, Agents first, Transformers next, math last.
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·3 min
Codex Practical Guide: A Complete Roadmap from Beginner to Advanced AI Programming
Master Codex AI programming assistant with this complete guide: CLI setup, slash commands, agents.md governance, MCP protocol, multi-agent systems, and enterprise plugin development.
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·3 min
Coze for Beginners: A Complete Guide to Building AI Agents
Coze is ByteDance's low-code AI Bot platform — no coding required. Learn the differences between domestic and international versions, core features, and why now is the best time to start building AI agents.
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·2 min
Vibe Coding: A Complete Beginner's Guide to Building Products with AI
What is Vibe Coding? A complete guide covering core concepts, mindset shifts, and practical tips. No coding background needed — just clear intent and AI.
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·3 min
Enterprise AI Agent Learning Roadmap: A Complete Guide from Beginner to Production
A structured AI Agent learning roadmap covering 4 stages: foundations, core frameworks, scenario practice, and advanced product thinking. Master LangChain, tool calling, memory, and more.
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·2 min
AI Agent Beginner's Guide: A Structured Learning Path and Hands-On Project Roadmap
New to AI Agents? This guide breaks down the full learning path — covering Agent principles, Prompt Engineering, RAG, multi-Agent systems, and hands-on projects to get you building fast.
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·2 min
Claude Code Beginner's Guide: A Deep Dive into the Most Powerful AI Coding Tool
Claude Code is the most powerful AI coding assistant available — local install, full project context, auto-debugging. See how it compares to Copilot, Cursor, and Trae.
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The Complete AI Researcher Learning Ro…
·3 min
The Complete AI Researcher Learning Roadmap: A Beginner's Guide to Deep Learning
A structured AI/ML learning roadmap covering Python, math, machine learning, deep learning, and MLOps — with timelines, milestones, and free resource recommendations.
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·2 min
Getting Started with Coze AI Agent Development: A Complete Beginner's Guide
Coze is ByteDance's low-code AI agent platform with rich built-in plugins and a beginner-friendly Chinese interface. Learn features, pricing, Coze vs Dify comparison, and how to get started.
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·3 min
AI Agent Beginner's Guide: LLMs vs. Agents, and a Full Breakdown of Development Tools
What is an AI Agent? This guide explains the key differences between LLMs and Agents, breaks down the Agent formula (LLM + Workflow + Knowledge Base), and compares tools like Dify, Coze, LangChain, and LlamaIndex.
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·3 min
The Four-Stage Learning Path for AI Agent Development: A Complete Guide from Beginner to Practitioner
A systematic guide to the four-stage AI Agent development path: core concepts, principle paradigms like ReAct, RL and multi-agent optimization, and real-world projects. Mastering Agent development is the true hardcore edge in today's LLM field.
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·7 min
Training Machine Learning Models from Scratch: A Complete Beginner's Guide
A complete walkthrough of training machine learning models from scratch—covering problem definition, data preprocessing, algorithm selection, hyperparameter tuning, and evaluation, with tool recommendations for beginners.
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·5 min
28 Enterprise-Grade AI Agent Projects: A Complete Guide That Even Beginners Can Deploy
A collection of 28 fully reproducible enterprise-grade AI Agent projects covering code debugging, financial analysis, customer service, and multi-agent collaboration—deployable even for beginners.
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