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data-ai-skills
Master machine learning, data engineering, AI engineering, LLMs, prompt engineering, and MLOps. Build intelligent systems with Python.
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研究与调研 AI 技能
发现 研究与调研 相关 Skills，比较来源仓库和用途，查看适合你工作流的技能说明。
分类目录: 研究与调研
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GitHub
mobile-development-skill
Master iOS, Android, React Native, and Flutter development. Build native and cross-platform mobile apps with modern frameworks, handle platform-specific features, optimize performance, and deploy to app stores.
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GitHub
deep-learning
Build and train neural networks with PyTorch - MLPs, CNNs, and training best practices
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clustering
Discover patterns in unlabeled data using clustering, dimensionality reduction, and anomaly detection
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GitHub
ml-fundamentals
Master machine learning foundations - algorithms, preprocessing, feature engineering, and evaluation
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supervised-learning
Build production-ready classification and regression models with hyperparameter tuning
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nlp-basics
Process and analyze text using modern NLP techniques - preprocessing, embeddings, and transformers
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computer-vision
Build computer vision solutions - image classification, object detection, and transfer learning
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ml-deployment
Deploy ML models to production - APIs, containerization, monitoring, and MLOps
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management
Linux system management - packages, services, users
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networking
Linux networking fundamentals - configuration, troubleshooting, security
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languages
Linux programming languages - installation, configuration, development
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GitHub
data-ai
Linux data science and AI/ML environment setup - TensorFlow, PyTorch, CUDA, Jupyter
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scripting
Linux shell scripting mastery - Bash, automation, cron jobs
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system-admin
Linux system administration - installation, maintenance, troubleshooting
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devops
Linux DevOps tools and practices - CI/CD, automation, infrastructure
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specialized
Linux specialized topics - kernel, security hardening, performance
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development
Linux development environment - compilers, build tools, IDEs
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shell-basics
Linux shell basics - navigation, commands, file operations
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architecture
Linux system architecture - processes, memory, storage, kernel
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GitHub
uikit-development
Master UIKit - Views, controllers, navigation, Auto Layout, animations
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GitHub
ios-fundamentals
Master iOS development foundations - Architecture, lifecycle, memory, concurrency
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GitHub
swiftui-development
Master SwiftUI - Declarative UI, state management, animations, modern iOS development
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GitHub
ios-data
Master iOS data persistence - SwiftData, Core Data, Keychain, CloudKit
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默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库，同一仓库的多个技能可能共享相同数值；它反映仓库关注度，不代表单个技能的安装量或质量评分。