#deep learning
123 related articles
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PAO Project in Practice: Bayesian Optimization-Driven Aspen Plus Automated Simulation Tutorial
Learn how the PAO project integrates Bayesian optimization with Aspen Plus via YAML configuration for automated multi-objective chemical process optimization.
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The Real Logic of Getting Rich with AI: Toolbox Thinking and the Three-Layer Capability Model
Mastering AI tools doesn't equal making money. This article breaks down the three-layer AI wealth model: LLM prompting, automation workflows, and agent collaboration, plus the MAPS framework and Three R's Rule.
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Stable Diffusion Local Deployment Guid…
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Stable Diffusion Local Deployment Guide: Free Unlimited AI Image Generation
Complete guide to deploying Stable Diffusion locally for free unlimited AI image generation. Covers installation steps, model management, hardware requirements, and use cases.
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The Complete Beginner's Guide to Vibe …
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The Complete Beginner's Guide to Vibe Coding: Build and Launch Apps with Zero Code
A complete beginner's guide to Vibe Coding: learn how to describe requirements in natural language and build, debug, and launch full apps with zero code using AI platforms like Base44.
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Java Developer's Guide to AI Applicati…
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Java Developer's Guide to AI Application Development: Career Path, Skills, and Hands-On Strategy
A practical guide for Java developers transitioning to AI app development. Includes a 45-day learning plan covering Spring AI, RAG, Agent skills, plus resume and interview strategies.
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AI Large Language Model Learning Roadm…
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AI Large Language Model Learning Roadmap: A Complete Guide from Zero to Project Implementation
A systematic AI LLM learning roadmap covering prompt engineering, RAG, AI Agent development, and fine-tuning — with beginner-friendly paths and practical tips.
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AI Agent Development Learning Roadmap:…
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AI Agent Development Learning Roadmap: A Complete Four-Stage Plan from Zero to Production
A systematic AI Agent development learning roadmap covering LLM API calls, ReAct framework, memory mechanisms, and multi-agent collaboration across four stages with timeline and project suggestions.
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Self-Study Guide to AI Agent Developme…
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Self-Study Guide to AI Agent Development: A Complete Path from Zero to Production
A practical self-study roadmap for AI Agent development: covering core skills, common pitfalls, phased learning plans, and interview prep to help developers go from concept collectors to builders.
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PyTorch Beginner's Guide: A Complete A…
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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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LangChain from Beginner to Agent Devel…
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LangChain from Beginner to Agent Development: A Complete Learning Path for LLM Application Development
A systematic guide to LangChain LLM application development, covering environment setup, core components (RAG, Chain, Memory), and Agent development to help developers master LLM app building.
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A Beginner's Guide to Vibe Coding: Bui…
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A Beginner's Guide to Vibe Coding: Build Software with Natural Language, No Coding Required
Vibe Coding lets anyone build software without coding skills. Learn what it is, how to get started, and how to use natural language and AI to go from idea to app.
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Deep Dive into Closco: The Research Au…
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Deep Dive into Closco: The Research Automation Platform That Goes from Natural Language to Complete Reports
Deep analysis of Closco's research automation platform covering cloud sandbox architecture, self-healing execution, batch computing, and applications in computational materials science, drug design, and genomics.
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Singer Hu Yanbin Ships an App in 45 Da…
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Singer Hu Yanbin Ships an App in 45 Days Using Claude Code: A Zero-to-App-Store Vibe Coding Journey
Singer Hu Yanbin built a fan app from scratch using only VS Code and Claude Code in 45 days with zero coding experience. A deep dive into how Vibe Coding is reshaping software development.
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Rebuilding a Complete GUI App with Dee…
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Rebuilding a Complete GUI App with DeepSeek for Just $2.50: A Real-World AI Programming Cost Breakdown
A Bilibili creator used DeepSeek V4 Pro via Cursor to rebuild a complete IndexTTS GUI app for just 18.63 RMB (~$2.50). Full breakdown of the AI coding workflow, features, and cost comparison.
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Claude Opus 4.8 Identifies Itself as D…
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Claude Opus 4.8 Identifies Itself as DeepSeek: Data Contamination or Distillation? A Technical Analysis
Anthropic's Claude Opus 4.8 failed within 2 hours of launch, identifying itself as DeepSeek and Tongyi Qianwen in Chinese. Deep analysis of data contamination vs distillation hypotheses and multilingual alignment gaps.
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The Biggest Misconception About Vibe C…
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The Biggest Misconception About Vibe Coding Is the 'Coding': It's Modern Alchemy
Vibe Coding isn't programming — it's modern alchemy for creating digital products with natural language. Learn why non-technical people get started in 48 hours.
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Bolt.new Mobile App Teaser: Vibe Coding Coming to Your Phone
Bolt.new team teases Android and iOS Vibe Coding app development, expanding AI-assisted programming from desktop to mobile. Learn about the concept, significance, and industry trends.
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AI Benchmarks: The Most Underrated Technical Startup Opportunity Right Now
AI benchmarks are emerging as a massive startup opportunity. With traditional evaluations maxed out and severe supply-demand imbalance, building quality public AI benchmarks means controlling industry narratives.
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iOS 27 Built-in Bill Splitting: Snap a Photo to Split the Check, Taking Direct Aim at Venmo
Apple's iOS 27 will add built-in bill splitting to Apple Wallet. Users can photograph receipts for AI-powered item recognition and split expenses via Apple Cash, directly competing with Venmo and Splitwise.
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Why Has Japan's Software Industry Fallen Behind? Structural Challenges and Paths Forward in the AI Era
Deep analysis of structural reasons behind Japan's software industry lag, examining how lifetime employment, multi-layer outsourcing amplify disadvantages in the AI era, and paths forward.
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