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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


  • P

    Packt

    PyTorch Ultimate 2024 - From Basics to Cutting-Edge

    Skills you'll gain: PyTorch (Machine Learning Library), Recurrent Neural Networks (RNNs), Model Evaluation, Convolutional Neural Networks, Natural Language Processing, Deep Learning, Generative Adversarial Networks (GANs), Classification Algorithms, Transfer Learning, Model Training, Vision Transformer (ViT), Artificial Intelligence and Machine Learning (AI/ML), Image Analysis, Fine-tuning, Artificial Neural Networks, Machine Learning, Computer Vision, Generative Model Architectures, Graph Theory, Machine Learning Algorithms

    ★ 4.5 (90) · Intermediate · Specialization · 3 - 6 Months

  • U

    University of Illinois Urbana-Champaign

    Introduction to Artificial Intelligence

    Skills you'll gain: Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Applied Machine Learning, Statistical Machine Learning, Deep Learning, Responsible AI, Machine Learning Methods, Artificial Intelligence, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, AI Enablement, Machine Learning Algorithms, AI literacy, Artificial Neural Networks, Convolutional Neural Networks, AI Product Strategy, Regression Analysis, Law, Regulation, and Compliance

    ★ 4.5 (67) · Beginner · Course · 1 - 4 Weeks

  • C

    Columbia University

    The Construction Industry: The Way Forward

    Skills you'll gain: Construction, Business Transformation, Innovation, Architecture and Construction, Construction Management, Organizational Change, Workforce Development, General Construction and Construction Labor, Emerging Technologies, Digital Transformation, Thought Leadership, Sustainable Design, Climate Change Adaptation, Machine Learning

    ★ 4.8 (405) · Beginner · Course · 1 - 3 Months

  • N

    National Taiwan University

    人工智慧:搜尋方法與邏輯推論 (Artificial Intelligence - Search & Logic)

    Skills you'll gain: Artificial Intelligence, Computational Logic, Logical Reasoning, AI literacy, Deductive Reasoning, Simulations, Video Game Development, Machine Learning, Algorithms, Game Theory

    ★ 4.8 (325) · Beginner · Course · 1 - 3 Months

  • U

    University of California San Diego

    Genomic Data Science and Clustering (Bioinformatics V)

    Skills you'll gain: Bioinformatics, Dimensionality Reduction, Unsupervised Learning, Applied Machine Learning, Machine Learning Algorithms, Molecular Biology, Machine Learning Methods, Data Mining, Data Preprocessing, Machine Learning, Data Analysis Software, Life Sciences

    ★ 4.1 (94) · Intermediate · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Artificial Intelligence in Social Media Analytics

    Skills you'll gain: Social Media Analytics, Social Network Analysis, Machine Learning, Machine Learning Methods, Applied Machine Learning, Large Language Modeling, Natural Language Processing, Text Mining, Network Analysis, Analytics, Data Preprocessing, Unstructured Data, Classification Algorithms, Model Evaluation, Artificial Intelligence and Machine Learning (AI/ML), Unsupervised Learning, Data Processing

    Intermediate · Course · 1 - 3 Months

  • S

    Stanford University

    AI in Healthcare Capstone

    Skills you'll gain: Model Deployment, Health Informatics, Model Evaluation, Clinical Data Management, Healthcare Ethics, Model Training, Responsible AI, Model Optimization, Artificial Intelligence and Machine Learning (AI/ML), Data Collection, Applied Machine Learning, Health Information Management, Health Care Procedure and Regulation, Data Ethics, Machine Learning Software, Machine Learning, Patient-centered Care, Artificial Intelligence, Fine-tuning, Performance Tuning

    ★ 4.7 (317) · Mixed · Course · 1 - 3 Months

  • G

    Google Cloud

    Identify Damaged Car Parts with Vertex AutoML Vision

    Skills you'll gain: Model Evaluation, Model Training, Applied Machine Learning, Google Cloud Platform, Image Analysis, Model Deployment, Computer Vision, Machine Learning, Predictive Analytics, Cloud Storage, Cloud API

    ★ 5 (6) · Intermediate · Project · Less Than 2 Hours

  • U

    Universidad de los Andes

    Introducción a la inteligencia artificial contemporánea

    Skills you'll gain: Artificial Intelligence, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), Image Analysis, Reinforcement Learning, Computer Vision, Agentic systems, Machine Learning Algorithms, Machine Learning, Semantic Web, AI literacy, Natural Language Processing, Embedded Systems, Responsible AI, Data Ethics, Supervised Learning, Applied Machine Learning, Embedded Software, Algorithms, Ethical Standards And Conduct

    ★ 4.6 (322) · Beginner · Course · 1 - 3 Months

  • U

    UNSW Sydney (The University of New South Wales)

    Remote Sensing Image Acquisition, Analysis and Applications

    Skills you'll gain: Image Analysis, Applied Machine Learning, Unsupervised Learning, Geospatial Information and Technology, Machine Learning Methods, Image Quality, Feature Engineering, Machine Learning, Dimensionality Reduction, Deep Learning, Supervised Learning, Classification Algorithms, Probability & Statistics, Artificial Neural Networks

    ★ 4.7 (183) · Intermediate · Course · 3 - 6 Months

  • U

    University of Michigan

    AI for Design and Optimization

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, AI powered creativity, Generative AI, AI literacy, Artificial Intelligence, Model Optimization, AI Workflows, Machine Learning Methods, Machine Learning

    ★ 4.4 (74) · Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Introduction to AI and Machine Learning on GC - Italiano

    Skills you'll gain: Generative AI, Gemini, Google Gemini, MLOps (Machine Learning Operations), Google Cloud Platform, Artificial Intelligence and Machine Learning (AI/ML), Model Deployment, AI Workflows, Artificial Intelligence, Model Training, Applied Machine Learning, Cloud Infrastructure, Machine Learning, Data Preprocessing

    Beginner · Course · 1 - 3 Months

1…464748…84

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

  • PyTorch Ultimate 2024 - From Basics to Cutting-Edge: Packt
  • Introduction to Artificial Intelligence: University of Illinois Urbana-Champaign
  • The Construction Industry: The Way Forward: Columbia University
  • 人工智慧:搜尋方法與邏輯推論 (Artificial Intelligence - Search & Logic): National Taiwan University
  • Genomic Data Science and Clustering (Bioinformatics V): University of California San Diego
  • Artificial Intelligence in Social Media Analytics: Johns Hopkins University
  • AI in Healthcare Capstone: Stanford University
  • Identify Damaged Car Parts with Vertex AutoML Vision: Google Cloud
  • Introducción a la inteligencia artificial contemporánea: Universidad de los Andes
  • Remote Sensing Image Acquisition, Analysis and Applications: UNSW Sydney (The University of New South Wales)

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