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Cours en Apprentissage automatique

Les cours en apprentissage automatique peuvent vous aider à comprendre comment construire, entraîner et analyser des modèles prédictifs. Vous pouvez développer des compétences en préparation des données, choix d'algorithmes, optimisation et évaluation. De nombreux cours utilisent des bibliothèques courantes pour tester des modèles.


Cours et certificats populaires en Apprentissage automatique


  • I

    Infosec

    Laravel Additional Security

    Skills you'll gain: Application Security, Secure Coding, Security Software, Vulnerability Scanning, Security Controls, Intrusion Detection and Prevention, Security Awareness, Web Applications, PHP (Scripting Language), Application Frameworks, Browser Compatibility, Computer Programming

    ★ 5 (7) · Beginner · Course · 1 - 4 Weeks

  • V

    Vanderbilt University

    Generative AI and Model Selection

    Skills you'll gain: Generative Model Architectures, Generative AI, Model Deployment, Model Evaluation, Prompt Engineering, Model Optimization, Cloud Deployment, LLM Application, Retrieval-Augmented Generation, Large Language Modeling

    ★ 4.8 (8) · Beginner · Course · 1 - 4 Weeks

  • P

    Pearson

    Programming Generative AI

    Skills you'll gain: Generative AI, Large Language Modeling, PyTorch (Machine Learning Library), Generative Model Architectures, Multimodal Prompts, Fine-tuning, Image Analysis, Model Evaluation, Autoencoders, Hugging Face, Embeddings, Computer Vision, Convolutional Neural Networks, Artificial Neural Networks, LLM Application, Natural Language Processing, Deep Learning, Model Training, Model Optimization, Image Quality

    Intermediate · Specialization · 1 - 4 Weeks

  • C

    Coursera

    Copilot Studio

    Skills you'll gain: Prompt Engineering, Microsoft Copilot, Prompt Patterns, Power Platform Architecture & Technical Design, Microsoft Power Platform, AI Workflows, Agentic Workflows, Generative AI Agents, Performance Tuning, Business Logic, AI Integrations, Agentic systems, Application Deployment, Generative AI, Performance Testing, Scalability, Data Integration, User Feedback

    ★ 2 (7) · Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    AI Security: Security in the Age of Artificial Intelligence

    Skills you'll gain: Threat Modeling, Data Loss Prevention, Mobile Security, DevSecOps, MLOps (Machine Learning Operations), Vulnerability Scanning, Model Optimization, Incident Response, LLM Application, Hardening, Application Security, Anomaly Detection, Responsible AI, Security Controls, Data Security, CI/CD, Infrastructure Security, Continuous Monitoring, Penetration Testing, Vulnerability Assessments

    Intermediate · Specialization · 3 - 6 Months

  • J

    Johns Hopkins University

    Teaching Writing Final Project

    Skills you'll gain: Lesson Planning, Peer Review, Writing and Editing, Writing, Course Development

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Advanced ML Algorithms & Unsupervised Learning

    Skills you'll gain: Model Optimization, Dimensionality Reduction, Unsupervised Learning, Deep Learning, Machine Learning Algorithms, Applied Machine Learning, Random Forest Algorithm, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Anomaly Detection, Classification Algorithms, Linear Algebra

    Intermediate · Course · 1 - 3 Months

  • K

    Korea Advanced Institute of Science and Technology(KAIST)

    Math for AI Beginner Part 2 : Vector Calulus

    Skills you'll gain: Integral Calculus, Applied Mathematics, Artificial Intelligence, Calculus, Differential Equations, Mathematics and Mathematical Modeling, Mathematical Modeling, Advanced Mathematics, Machine Learning

    Beginner · Course · 1 - 3 Months

  • U

    University of Glasgow

    Generative AI in the Classroom for Educators

    Skills you'll gain: Responsible AI, AI literacy, digital literacy, Digital pedagogy, Education Software and Technology, Generative AI, Artificial Intelligence, Data Ethics, AI Integrations, Emerging Technologies, Instructional Design, Case Studies, Problem Solving, Critical Thinking

    ★ 4.4 (7) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Program Governance Planning with ClickUp

    Skills you'll gain: Program Management, Agile Methodology, Agile Project Management, Project Planning, Project Management, Diagram Design, Governance

    ★ 4.8 (6) · Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    MCP - Model Content Protocol

    Skills you'll gain: Model Context Protocol, AI Integrations, AI Security, Enterprise Architecture, Scalability, Software Architecture, Systems Architecture, Servers, Interoperability, Server Side, Authentications, System Design and Implementation, Enterprise Security, Performance Tuning

    ★ 2.1 (8) · Advanced · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Introduction to Generative AI - Deutsch

    Skills you'll gain: Generative AI, Google Gemini, AI literacy, Artificial Intelligence, Machine Learning

    Beginner · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular machine learning courses

  • Laravel Additional Security: Infosec
  • Generative AI and Model Selection: Vanderbilt University
  • Programming Generative AI: Pearson
  • Copilot Studio: Coursera
  • AI Security: Security in the Age of Artificial Intelligence: Coursera
  • Teaching Writing Final Project: Johns Hopkins University
  • Advanced ML Algorithms & Unsupervised Learning: Packt
  • Math for AI Beginner Part 2 : Vector Calulus: Korea Advanced Institute of Science and Technology(KAIST)
  • Generative AI in the Classroom for Educators: University of Glasgow
  • Program Governance Planning with ClickUp: Coursera

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