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advanced-analytics
Advanced analytics including machine learning, predictive modeling, and big data techniques
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数据库 AI 技能
发现 数据库 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。
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GitHub
business-intelligence
BI tools, dashboards, and enterprise analytics platforms
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GitHub
excel
Advanced Excel and spreadsheet analytics techniques
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GitHub
data-analytics-foundations
Core data analytics concepts, Excel/Google Sheets fundamentals, and data collection techniques
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reporting
Automated reporting and business intelligence delivery
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GitHub
visualization
Data visualization design, tools, and storytelling for impactful analytics presentations
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statistics
Statistical analysis methods, hypothesis testing, and probability for data analytics
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GitHub
python-analytics
Python data analysis with pandas, numpy, and analytics libraries
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databases-sql
SQL database querying, optimization, and data management for analytics
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GitHub
career-development
Data analyst career development, portfolio building, and professional growth strategies
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programming
Python and R programming for data analysis, automation, and reproducible analytics
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GitHub
data-cleaning
Data cleaning, preprocessing, and quality assurance techniques
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GitHub
digital-forensics
Digital forensics and malware analysis for evidence collection and investigation
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GitHub
security-compliance
Security compliance frameworks and governance for regulatory adherence
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GitHub
defensive-security
SOC operations, incident response, and threat detection for security monitoring
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GitHub
cryptography
Cryptographic algorithms, protocols, and implementations for secure data protection
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GitHub
offensive-security
Penetration testing, ethical hacking, and vulnerability assessment techniques for authorized security testing
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GitHub
mobile-development
iOS (Swift, SwiftUI), Android (Kotlin, Compose), cross-platform (Flutter, React Native), and game development (Unity, Unreal).
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GitHub
cloud-infrastructure
Cloud platforms (AWS, Cloudflare, GCP, Azure), containerization (Docker), Kubernetes, Infrastructure as Code (Terraform), CI/CD, and observability.
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GitHub
languages-frameworks
Expert guidance on 9 programming languages and 10+ frameworks. Compare, select, and master language ecosystems.
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GitHub
emerging-tech
Emerging technologies (prompt engineering, AI agents, red teaming) and leadership roles (product manager, engineering manager, DevRel).
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GitHub
core-development
Master core development paths - Frontend, Backend, Full Stack, DevOps. Atomic skill for learning sequences and technology stack recommendations.
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GitHub
system-design
System design, software architecture, API design, cybersecurity, and threat modeling. Build secure, scalable systems.
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GitHub
data-engineering
Data engineering, machine learning, AI, and MLOps. From data pipelines to production ML systems and LLM applications.
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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。