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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


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    IBM

    Unstructured Data Engineering for AI

    Skills you'll gain: Unstructured Data, Data Engineering, Data Cleansing, Responsible AI, Data Processing, Data Quality, Data Governance, Data Lakes, Text Mining, Data Capture, AI Workflows, Data Architecture, Document Management, Taxonomy, Retrieval-Augmented Generation, Metadata Management, Personally Identifiable Information, Information Architecture, Data Collection, Release Management

    Intermediate · Course · 1 - 3 Months

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    Packt

    Agentic AI Architectures with Patterns, Frameworks and MCP

    Skills you'll gain: Agentic Workflows, AI Orchestration, Model Context Protocol, Generative AI Agents, Agentic systems, Context Engineering, Prompt Engineering, LLM Application, LangChain, ChatGPT, Tool Calling, AI Integrations, Retrieval-Augmented Generation, Context Management, Software Architecture, Deep Learning, Interoperability, Software Design Patterns

    Intermediate · Course · 3 - 6 Months

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    UNESCO

    Global MOOC on the Ethics of AI

    Skills you'll gain: Responsible AI, Data Ethics, AI Security, Human Centered Design, Data Governance, Artificial Intelligence, Ethical Standards And Conduct, General Data Protection Regulation (GDPR), AI Product Strategy, Artificial Intelligence and Machine Learning (AI/ML), Data Security, Governance Risk Management and Compliance, Sustainable Design, Environmental Social And Corporate Governance (ESG), Regulation and Legal Compliance, Model Training, Sustainability Reporting, Generative AI, Generative AI Agents, Machine Learning Algorithms

    4.8
    Rating, 4.8 out of 5 stars
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    22 reviews

    Intermediate · Course · 1 - 3 Months

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    Microsoft

    Microsoft Enterprise AI Governance, Ethics & Security

    Skills you'll gain: Responsible AI, Data Ethics, Governance Risk Management and Compliance, Compliance Management, AI Security, Governance, Compliance Auditing, Data Quality, Regulatory Compliance, Data Governance, Performance Measurement, ISO/IEC 27001, Internal Auditing, Cloud Security, Policy Development, Risk Management, Risk Analysis, Cybersecurity, Stakeholder Management, Threat Modeling

    Intermediate · Professional Certificate · 3 - 6 Months

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    Simplilearn

    Orchestrating Agent Teams with CrewAI Training for Beginners

    Skills you'll gain: Agentic Workflows, Agentic systems, Generative AI Agents, LLM Application, Application Development, AI Integrations, Automation, Tool Calling, Build Tools, Software Development Tools, Development Environment

    Beginner · Course · 1 - 4 Weeks

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    LearnKartS

    Deploy, Test & Secure AI Workflows with n8n

    Skills you'll gain: Retrieval-Augmented Generation, AI Security, AI Workflows, Model Context Protocol, Application Deployment, AI Orchestration, System Monitoring, Security Controls, Prompt Engineering, Containerization, Automation, Cloud Deployment, Data Migration, Model Evaluation, Docker (Software), Verification And Validation, Configuration Management, Debugging

    Beginner · Course · 1 - 4 Weeks

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    Olay

    AI Beauty: Transforming Cosmetics via Prompt Engineering

    Skills you'll gain: Prompt Engineering, AI Personalization, AI literacy, Responsible AI, Personalized Campaigns, Prompt Patterns, AI Product Strategy, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Artificial Intelligence, Case Studies, Data-Driven Marketing, Computer Vision, Customer Insights, Information Privacy, Trend Analysis

    Beginner · Course · 1 - 4 Weeks

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    Board Infinity

    AI App Development: Streamlit, OpenAI API & RAG Projects

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Foundations of Transformer Architectures for Natural Language Processing

    Skills you'll gain: Fine-tuning, Natural Language Processing, Hugging Face, ChatGPT, Large Language Modeling, Transfer Learning, Token Optimization, Model Training, Gemini, Generative AI, AI Workflows, Embeddings, Data Preprocessing, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Architectural Engineering

    Intermediate · Course · 1 - 3 Months

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    Board Infinity

    Building AI Research Agents: LangChain, RAG, and LangGraph

    Skills you'll gain: AI Workflows, Retrieval-Augmented Generation, LLM Application, Tool Calling, AI Orchestration, Prompt Engineering, Generative AI Agents, Large Language Modeling, Agentic systems

    Intermediate · Course · 1 - 4 Weeks

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    IBM

    Vector Databases and Retrieval Data Engineering

    Skills you'll gain: Vector Databases, Retrieval-Augmented Generation, Embeddings, Data Engineering, Operational Databases, Data Store, Database Systems, Database Architecture and Administration, Database Development, Database Design, Data Architecture, Concept Of Operations, Software Documentation, Data Maintenance, Metadata Management, Document Management, Large Language Modeling, Model Evaluation, Data Integrity, Record Keeping

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    IBM

    IBM AI-Native Data Engineering

    Skills you'll gain: Vector Databases, Data Architecture, Data Lakes, Data Engineering, Retrieval-Augmented Generation, Decision Intelligence, Unstructured Data, Database Architecture and Administration, Data Infrastructure, Systems Architecture, Embeddings, Data Warehousing, Data Cleansing, AI Orchestration, Responsible AI, Infrastructure Architecture, Verification And Validation, Code Review, Data Validation, Metadata Management

    Intermediate · Professional Certificate · 3 - 6 Months

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

  • Unstructured Data Engineering for AI: IBM
  • Agentic AI Architectures with Patterns, Frameworks and MCP: Packt
  • Global MOOC on the Ethics of AI: UNESCO
  • Microsoft Enterprise AI Governance, Ethics & Security: Microsoft
  • Orchestrating Agent Teams with CrewAI Training for Beginners: Simplilearn
  • Deploy, Test & Secure AI Workflows with n8n: LearnKartS
  • AI Beauty: Transforming Cosmetics via Prompt Engineering: Olay
  • AI App Development: Streamlit, OpenAI API & RAG Projects: Board Infinity
  • Foundations of Transformer Architectures for Natural Language Processing: Packt
  • Building AI Research Agents: LangChain, RAG, and LangGraph: Board Infinity

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