GitHub
ml-fundamentals
Master machine learning foundations - algorithms, preprocessing, feature engineering, and evaluation
☆ 1View skill
Data & AI AI Skills
Discover Data & AI skills, compare source repositories and read the instructions for each workflow.
Categories: Data & AI
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GitHub
supervised-learning
Build production-ready classification and regression models with hyperparameter tuning
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GitHub
nlp-basics
Process and analyze text using modern NLP techniques - preprocessing, embeddings, and transformers
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GitHub
computer-vision
Build computer vision solutions - image classification, object detection, and transfer learning
☆ 1View skill
GitHub
ml-deployment
Deploy ML models to production - APIs, containerization, monitoring, and MLOps
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GitHub
management
Linux system management - packages, services, users
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GitHub
networking
Linux networking fundamentals - configuration, troubleshooting, security
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GitHub
languages
Linux programming languages - installation, configuration, development
☆ 1View skill
GitHub
data-ai
Linux data science and AI/ML environment setup - TensorFlow, PyTorch, CUDA, Jupyter
☆ 1View skill
GitHub
scripting
Linux shell scripting mastery - Bash, automation, cron jobs
☆ 1View skill
GitHub
system-admin
Linux system administration - installation, maintenance, troubleshooting
☆ 1View skill
GitHub
devops
Linux DevOps tools and practices - CI/CD, automation, infrastructure
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GitHub
specialized
Linux specialized topics - kernel, security hardening, performance
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GitHub
development
Linux development environment - compilers, build tools, IDEs
☆ 1View skill
GitHub
shell-basics
Linux shell basics - navigation, commands, file operations
☆ 1View skill
GitHub
architecture
Linux system architecture - processes, memory, storage, kernel
☆ 1View skill
GitHub
uikit-development
Master UIKit - Views, controllers, navigation, Auto Layout, animations
☆ 1View skill
GitHub
ios-fundamentals
Master iOS development foundations - Architecture, lifecycle, memory, concurrency
☆ 1View skill
GitHub
swiftui-development
Master SwiftUI - Declarative UI, state management, animations, modern iOS development
☆ 1View skill
GitHub
ios-data
Master iOS data persistence - SwiftData, Core Data, Keychain, CloudKit
☆ 1View skill
GitHub
ios-testing
Master iOS testing - XCTest, UI testing, mocking, debugging, performance
☆ 1View skill
GitHub
ios-networking
Master iOS networking - URLSession, async/await, REST APIs, authentication
☆ 1View skill
GitHub
app-store
Master App Store deployment - Submission, TestFlight, CI/CD, release management
☆ 1View skill
GitHub
html-basics
Core HTML5 elements, document structure, and foundational markup patterns
☆ 1View skill
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.