#graduation project development
35 related articles
·3 min
MLOps or Automation Technician? Choosing a Career Path for Breaking into Tech with Zero Background
A 27-year-old warehouse worker faces a choice between MLOps engineer and Automation Technician. This article analyzes both paths' employment certainty, entry barriers, and growth potential for zero-background career changers.
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·3 min
How Student Robotics Programs Are Igniting Passion for Future Manufacturing Careers
How student robotics programs use CAD, computer vision, CNC machining, and full tech stacks to spark youth interest in manufacturing and automation careers, bridging STEM education and industry needs.
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·6 min
AmneziaVPN Deep Dive: The Open-Source Powerhouse for Self-Hosted, Censorship-Resistant VPN
Deep dive into the AmneziaVPN open-source client: AmneziaWG anti-DPI obfuscation, self-hosted VPS deployment, multi-protocol support, and cross-platform privacy.
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·7 min
The Complete Guide to LLM Application Engineer Interviews: Six High-Frequency Topics in the Agent Domain
A focused guide to the core interview topics for LLM application engineers, covering agent architecture, Multi-Agent, Langfuse evaluation & tracing, security, and RAG optimization.
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·7 min
The Complete Guide to LLM Application Engineer Interviews: Six High-Frequency Agent Topics
A focused guide to core LLM application engineer interview topics, covering agent architecture, Multi-Agent, Langfuse evaluation, security, and RAG optimization.
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·2 min
RL3: A Zero-Code Reinforcement Learning Platform Where You Train Agents by Dragging and Dropping
RL3 is a zero-code, browser-based reinforcement learning platform featuring drag-and-drop environment design, visual reward configuration, and Q-learning/PPO training. Built by an indie developer over 15 months to make RL accessible to everyone.
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·4 min
Codex Tutorial: Build Monetizable Products with AI Coding — No Experience Required
Step-by-step Codex tutorial: build a product finder tool and a flashcard mini program from scratch. Learn prompt techniques, requirements breakdown, and 4 monetization paths.
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·3 min
Vibe Coding in Practice: A Comprehensive Review and Selection Guide for 6 AI Coding Tools
In-depth comparison of 6 Vibe Coding tools — Claude Code, Trae, Zhipu, Cursor, and more — covering setup cost, Chinese support, pricing, and code quality.
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·3 min
Vivo's India Joint Venture: A New Blueprint for Chinese Smartphone Brands Going Local
Vivo's India JV signals a new era for Chinese smartphone brands. We analyze the strategic logic, geopolitical context, and what it means for OPPO, Xiaomi, and India's manufacturing ambitions.
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·2 min
AI/ML Engineer Job Search Roadmap: A Systematic Preparation Guide for ECE Students
A practical job-search guide for ECE students pursuing AI/ML roles, covering direction selection, Python skills, project planning, paper strategy, and overseas opportunities.
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·7 min
Getting Started with Dify: A Complete Guide from Local Deployment to Building Enterprise-Grade AI Applications
A detailed guide to Dify, the open-source LLM app development platform, covering its core features and full local deployment via VMware + Ubuntu + aaPanel + Docker. Supports 100+ models like DeepSeek and ChatGPT to build enterprise AI apps fast.
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·3 min
Programmer's Guide to the AI Era: Application Development Is a Real Opportunity for Ordinary Developers
Too hard to become an algorithm engineer? Too basic to just use AI tools? This guide breaks down the three levels of AI adoption for programmers, with a focus on Agent development and large model engineering — including salaries, timelines, and window risks.
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·3 min
Vibe Coding in Practice: A Complete AI Programming Guide for Non-Developers
A complete guide to Vibe Coding's three stages, Cursor tool selection, and hands-on workflow—helping non-programmers and professionals master AI programming for multiplied productivity.
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·4 min
Building a Java Web Hotel Room Management System: From Database Design to Full Business Workflow
A detailed guide to building a Java Web hotel room management system, covering room CRUD, reservation & check-in, billing, data visualization, and more.
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·3 min
Xiaomi Mall Mini Program in Practice: Building a Full-Stack E-Commerce Project from Scratch
A full-stack Xiaomi Mall project built with WeChat Mini Program, Node.js, and MySQL, covering carousel, search, categories, cart, and login features.
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·2 min
ByteDance Codex Chinese Manual: An In-Depth Guide to AI-Powered Programming
In-depth analysis of the ByteDance Codex Chinese Manual covering multi-language support, prompt standards, context management, and practical templates for AI programming.
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·3 min
AI Hospital Appointment Booking Mini-Program: Full-Stack Development with Spring Boot + Vue 3 + DeepSeek
Full-stack guide to building a hospital appointment booking mini-program with Spring Boot, Vue 3, and DeepSeek AI — featuring smart consultations, AI report interpretation, and three-terminal architecture.
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·3 min
Using AI Tools to Write Your Graduate Thesis: Completing Deep Learning Experiments Without a CS Background
How can non-CS graduate students use AI tools like Cursor to efficiently complete their thesis? A complete guide covering data sourcing, code adaptation, and AI-assisted modifications.
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·2 min
Building a Weather Data Visualization & Prediction System with Cursor in 40 Seconds
Learn how Cursor AI built a weather data visualization & prediction system in 44 seconds, covering frontend-backend architecture, prompt engineering, and tips for graduation projects.
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·3 min
PyTorch Beginner's Guide: A Complete Analysis of Deep Learning Framework Selection and Evolution
A comprehensive analysis of why PyTorch became the most mainstream deep learning framework. Covers framework history, comparisons with TensorFlow and Keras, dynamic graphs, Tensors, installation guide, and cloud trends.
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