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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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    Coursera

    Predict and Validate Regression Models in R

    Skills you'll gain: Regression Analysis, Predictive Modeling, Model Evaluation, Statistical Modeling, Predictive Analytics, Advanced Analytics, R Programming, Statistical Methods, Data Validation, Verification And Validation, Plot (Graphics), Exploratory Data Analysis, Technical Communication

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Product Analytics Unlocked: Metrics to Meaningful Insight

    Skills you'll gain: Data Storytelling, Dashboard, Data Pipelines, Web Analytics, Strategic Prioritization, Customer Retention, Process Analysis, Customer Analysis, Product Strategy, SQL, Data Analysis, Business Intelligence, Data Warehousing, Pandas (Python Package), Performance Metric, Statistical Analysis, Scikit Learn (Machine Learning Library), Decision Making, Resource Allocation, Python Programming

    Intermediate · Specialization · 3 - 6 Months

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    Pontificia Universidad Católica del Perú

    Inicio al Posgrado: Curso Propedéutico

    Skills you'll gain: Writing, Lifelong Learning, Learning Strategies, Responsible AI, Personal Development, Writing and Editing, AI Enablement, Productivity, Artificial Intelligence, Goal Setting, Higher Education, Style Guides

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Prompt Engineering Masterclass - From Beginner to Advanced

    Skills you'll gain: Prompt Engineering, Prompt Patterns, LLM Application, Tool Calling, OpenAI API, Anthropic Claude, Large Language Modeling, Authentications, Generative AI, Code Review, Maintainability, AI Workflows, Command-Line Interface, Application Programming Interface (API), Software Documentation, Cloud API, Real Time Data, Key Management, Development Environment, JSON

    Intermediate · Specialization · 1 - 3 Months

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    Edureka

    Microsoft Fabric Data Engineer: DP-700 Exam Prep

    Skills you'll gain: Data Architecture, Real Time Data, Data Lakes, Capacity Management, Data Pipelines, PySpark, Transact-SQL, Apache Spark, Data Transformation, Data Security, Event Monitoring, Microsoft Copilot, Continuous Monitoring, Data Analysis, Workflow Management, SQL, Artificial Intelligence and Machine Learning (AI/ML), Python Programming, Warehouse Operations, Warehouse Management

    Intermediate · Course · 1 - 3 Months

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    Packt

    Google Cloud Generative AI Leader Training 2025

    Skills you'll gain: Prompt Engineering, Google Gemini, Generative AI, AI Security, Google Cloud Platform, Responsible AI, Large Language Modeling, Risk Mitigation, AI Product Strategy, Model Deployment, Governance

    Intermediate · Course · 1 - 3 Months

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    Packt

    PowerShell for Penetration Testing

    Skills you'll gain: Penetration Testing, Lightweight Directory Access Protocols, Active Directory, Windows PowerShell, Open Web Application Security Project (OWASP), Exploitation techniques, Security Testing, API Testing, Vulnerability Scanning, Cloud Security, Windows Servers, Cyber Security Assessment, Azure Active Directory, IT Automation, Scripting, Application Programming Interface (API), Microsoft Azure, Vulnerability Assessments, MySQL Workbench, Cloud Computing

    Intermediate · Course · 3 - 6 Months

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    Arizona State University

    Professional Skills: Decision-Making

    Skills you'll gain: Decision Making, Strategic Decision-Making, Business Ethics, Risk Analysis, Teamwork, Strategic Thinking, Business Risk Management, Collaboration, Leadership, Critical Thinking and Problem Solving, Dealing With Ambiguity, Continuous Improvement Process, Lifelong Learning, Logical Reasoning

    Beginner · Course · 1 - 4 Weeks

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    Saïd Business School, University of Oxford

    AI and Production

    Skills you'll gain: Intellectual Property, Media Production, Responsible AI, Regulation and Legal Compliance, Large Language Modeling, AI Product Strategy, Data Ethics, Media Strategy, Journalism, AI Workflows, Compliance Management, Artificial Intelligence, Digital Content, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Innovation, Business Strategy, Digital Transformation, Digital Advertising, Algorithms

    Intermediate · Course · 1 - 3 Months

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    Board Infinity

    MLOps and LLMOps: Deploying and Scaling AI in Production

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Uncover Causal Impacts Fast

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Launching Your Vector Database Career

    Intermediate · Course · 1 - 4 Weeks

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

  • Predict and Validate Regression Models in R: Coursera
  • Product Analytics Unlocked: Metrics to Meaningful Insight: Coursera
  • Inicio al Posgrado: Curso Propedéutico: Pontificia Universidad Católica del Perú
  • Prompt Engineering Masterclass - From Beginner to Advanced: Packt
  • Microsoft Fabric Data Engineer: DP-700 Exam Prep: Edureka
  • Google Cloud Generative AI Leader Training 2025: Packt
  • PowerShell for Penetration Testing: Packt
  • Professional Skills: Decision-Making: Arizona State University
  • AI and Production: Saïd Business School, University of Oxford
  • MLOps and LLMOps: Deploying and Scaling AI in Production: Board Infinity

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