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ml-fundamentals
Master machine learning foundations - algorithms, preprocessing, feature engineering, and evaluation
Skills IA Données et IA
Découvrez les skills Données et IA, comparez leurs dépôts et consultez leurs instructions.
Catégories: Données et IA
Données et IA Effacer les filtres
Explorer
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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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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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uikit-development
Master UIKit - Views, controllers, navigation, Auto Layout, animations
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ios-fundamentals
Master iOS development foundations - Architecture, lifecycle, memory, concurrency
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swiftui-development
Master SwiftUI - Declarative UI, state management, animations, modern iOS development
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ios-data
Master iOS data persistence - SwiftData, Core Data, Keychain, CloudKit
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ios-testing
Master iOS testing - XCTest, UI testing, mocking, debugging, performance
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ios-networking
Master iOS networking - URLSession, async/await, REST APIs, authentication
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app-store
Master App Store deployment - Submission, TestFlight, CI/CD, release management
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html-basics
Core HTML5 elements, document structure, and foundational markup patterns
Le classement utilise les étoiles du dépôt GitHub indexé. Plusieurs skills peuvent partager ce nombre : ce n’est ni un nombre d’installations ni une note de qualité.