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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


  • C

    Coursera

    How to Create a Program Evaluation for Your Non-Profit

    Skills you'll gain: Program Evaluation, Smart Goals, Surveys, Goal Setting, Survey Creation, Performance Measurement, Grant Writing, Data Collection, Research Methodologies

    4.5
    Rating, 4.5 out of 5 stars
    ·
    132 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    U

    University of Colorado Boulder

    Basics of Inclusive Design for Online Education

    Skills you'll gain: Web Content Accessibility Guidelines, Learning Management Systems, Instructional Design, Disabilities, Visual Impairment Education, Document Management, Technical Communication, Microsoft Office, Image Analysis

    4.5
    Rating, 4.5 out of 5 stars
    ·
    83 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    Generative AI Engineering and Fine-Tuning Transformers

    Skills you'll gain: Generative AI, Large Language Modeling, Prompt Engineering, Transfer Learning, PyTorch (Machine Learning Library), Performance Tuning, Natural Language Processing

    4.6
    Rating, 4.6 out of 5 stars
    ·
    99 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IBM

    Build RAG Applications: Get Started

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Prompt Engineering, Embeddings, Vector Databases

    4.5
    Rating, 4.5 out of 5 stars
    ·
    109 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    L

    LearnQuest

    Python Scripting for DevOps

    Skills you'll gain: Containerization, File I/O, Package and Software Management, Unified Modeling Language, Matplotlib, Software Testing, Docker (Software), Development Environment, Unit Testing, Test Automation, Continuous Integration, Data Manipulation, Pandas (Python Package), Scripting, Data Modeling, DevOps, Programming Principles, Python Programming, Data Structures, Computer Programming

    4
    Rating, 4 out of 5 stars
    ·
    208 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    B

    Berklee

    Arranging for Songwriters

    Skills you'll gain: Musical Composition, Music Theory, Music Performance, Music, Instrumental Music, Media Production, Writing, Creativity

    4.5
    Rating, 4.5 out of 5 stars
    ·
    81 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    What is “the mind” and what is artificial intelligence?

    Skills you'll gain: Artificial Intelligence, Computational Thinking, Human Learning, Theoretical Computer Science, Psychology, Computer Science, Algorithms

    4.4
    Rating, 4.4 out of 5 stars
    ·
    147 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    L

    LearnQuest

    Linux Cloud and DevOps

    Skills you'll gain: Version Control, Git (Version Control System), Linux, Cloud Computing Architecture, DevOps, Virtualization, Cloud Computing, Cloud Infrastructure, Containerization, Infrastructure As A Service (IaaS), Software As A Service, Virtual Networking, Virtual Machines, Platform As A Service (PaaS)

    4.4
    Rating, 4.4 out of 5 stars
    ·
    159 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    CertNexus

    Build Regression, Classification, and Clustering Models

    Skills you'll gain: Model Evaluation, Unsupervised Learning, Regression Analysis, Classification Algorithms, Machine Learning Algorithms, Linear Algebra, Machine Learning, Predictive Modeling, Statistical Modeling, Supervised Learning, Performance Tuning

    4.4
    Rating, 4.4 out of 5 stars
    ·
    18 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of Geneva

    Operational Research for Humanitarians

    Skills you'll gain: Research Methodologies, Research, Qualitative Research, Surveys, Community Outreach, Policty Analysis, Research, and Development, Investigation, Ethical Standards And Conduct, Data Collection, Accountability, Case Studies, Needs Assessment, Decision Making, Adaptability

    4.8
    Rating, 4.8 out of 5 stars
    ·
    150 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    SkillUp

    Product Owner Certification [PSPO I] Preparation

    Skills you'll gain: AI Product Strategy, Backlogs, Agile Product Development, Stakeholder Communications, Product Roadmaps, Virtual Teams, Stakeholder Management, Agile Project Management, Product Strategy, Agile Methodology, User Story, Communication, Cross-Functional Collaboration, Product Lifecycle Management, Product Management, Negotiation, Product Requirements, Sprint Planning, Conflict Management, Scaled Agile Framework

    4.6
    Rating, 4.6 out of 5 stars
    ·
    164 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Preparing for Google Cloud Certification: Cloud Data Engineer Professional Certificate 日本語版

    Skills you'll gain: Dataflow, Google Cloud Platform, Data Pipelines, Data Lakes, Data Warehousing, Extract, Transform, Load, MLOps (Machine Learning Operations), Model Deployment, Data Infrastructure, Tensorflow, Data Migration, Data Processing, Unstructured Data, Big Data, Real Time Data, Systems Design, Analytics, Data Architecture, Apache Spark, Database Development

    4.4
    Rating, 4.4 out of 5 stars
    ·
    296 reviews

    Intermediate · Professional Certificate · 3 - 6 Months

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

  • How to Create a Program Evaluation for Your Non-Profit : Coursera
  • Basics of Inclusive Design for Online Education: University of Colorado Boulder
  • Generative AI Engineering and Fine-Tuning Transformers: IBM
  • Build RAG Applications: Get Started: IBM
  • Python Scripting for DevOps: LearnQuest
  • Arranging for Songwriters: Berklee
  • What is “the mind” and what is artificial intelligence?: University of Colorado Boulder
  • Linux Cloud and DevOps: LearnQuest
  • Build Regression, Classification, and Clustering Models: CertNexus
  • Operational Research for Humanitarians: University of Geneva

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