#programming beginners
723 related articles
·2 min
Dify × RAG for Beginners: Build Your Own Game AI Assistant from Scratch
Build an AI game assistant from scratch with no coding experience! This hands-on guide walks you through Dify + RAG — from knowledge base setup to agent creation and tuning.
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·7 min
Claude Code Practical Tutorial: A Complete Beginner's Guide to Automating Your Entire Workflow
No coding required! This guide breaks down the complete Claude workflow: custom Projects, batch SEO content, one-sentence tool building with Artifacts, and Claude Code terminal ops—with real traffic-growth cases.
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·3 min
How CS Students Should Use AI to Learn Programming — Without the "Used It But Learned Nothing" Trap
Many CS students use AI to learn programming but later feel they didn't truly learn. This article breaks down the two AI learning traps and offers Socratic questioning, the Feynman Technique, and more to turn AI into a real learning accelerator.
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·3 min
Getting Started with Jenkins: The Core Hub of CI/CD Automation Explained
A beginner's guide to Jenkins: its role as the CI/CD and DevOps hub, JDK requirements, and the four plugin categories (source control, build, security scanning, deployment) that power automation pipelines.
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·3 min
Zero-Code Research: Using AI Agents to Run Complete Machine Learning Experiments
No coding required: use AI agents like Codex and Claude Code to complete full ML experiments via natural language. A real case study with a heart disease dataset.
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·4 min
Understanding CI/CD from Scratch: Core Principles and Practical Introduction to Automated Deployment
A clear, practical guide to CI/CD: from Waterfall to DevOps, manual vs. automated deployment, and a full Jenkins + RuoYi hands-on learning path for beginners.
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·3 min
MLOps from Scratch: A 100-Day Learning Challenge Roadmap and Practical Guide
A college student's MLOps 100-day challenge documents the full journey from Python engineering and Git to Docker, model deployment, and monitoring. A practical roadmap for data scientists transitioning to ML engineering.
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Using LLMs to Master MikroTik Network …
·2 min
Using LLMs to Master MikroTik Network Configuration: A Practical Guide to AI-Assisted Network Operations
Explore how LLMs can streamline MikroTik RouterOS configuration — from natural language command generation to AI-assisted troubleshooting and security auditing.
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·3 min
LangChain V1.3 in Practice: Mastering AI Engineering Mindset — From Tool User to Tool Master
Why do AI results vary so dramatically? LangChain V1.3 reveals the answer: engineering mindset. Covers LangGraph, Deep Agent, RAG, Time Travel, and more.
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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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·2 min
Transitioning to AI/ML: Why Finding a Study Buddy Matters More Than Picking the Right Course
Transitioning from software dev to AI/ML is hard to do alone. Discover why finding a study buddy beats picking the perfect course — and how peer accountability solves the consistency, judgment-free questioning, and foundation-building challenges.
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·2 min
Agent Skills Deep Dive: From Core Concepts to Business Customization
A deep dive into Agent Skills: what they are, how they differ from Function Calling, and a 3-step guide to understanding and customizing Skills for real business use cases.
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·2 min
Claude Code for Beginners: How Non-Programmers Can Build AI Agents
Bilibili creator Nates releases a 6-hour, 30-lesson Claude Code course for complete beginners. No tech background needed. Learn to build AI agents and automated systems using natural language.
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·2 min
AI Agent Development for Beginners: A Three-Phase Learning Roadmap
A structured zero-to-one roadmap for AI Agent development: Phase 1 covers Python & LLM basics, Phase 2 tackles five core Agent capabilities and LangChain/LangGraph, Phase 3 delivers hands-on RAG projects.
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·2 min
AI Large Model Learning Roadmap: A Complete Five-Stage Guide from Zero to Independent Deployment
A complete 5-stage AI large model learning roadmap — from Python basics and prompt engineering to RAG pipelines, Agent development, and private model deployment.
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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 for Beginners: Turn Your Ideas into Real Products with AI — No Coding Required
What is Vibe Coding? Learn how AI coding tools like Cursor and Claude let anyone build real products using plain language — no coding background required.
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·2 min
Vibe Coding: A New Way to Learn Programming from Scratch in the AI Era
What is Vibe Coding? This in-depth guide explores AI-assisted programming for beginners: skip the syntax grind, build your first project in 15 minutes, and develop with intent.
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·3 min
Vibe Coding for Beginners: How Ordinary People Can Command AI to Code — and Do the Work of an Entire Team
Naval Ravikant says Vibe Coding lets one person do the work of 8 engineers. Learn what Vibe Coding is, which tools work in China, and how to start in 3 steps.
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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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