Coursera
Diplômes en ligneRechercher des carrièresPour l'entreprisePour les universités
  • Parcourir
  • Meilleurs cours
  • Connexion
  • Inscrivez-vous gratuitement
    Coursera
    • Parcourir
    • Reinforcement Learning
    Related topics:apprentissage par renforcement profondFiltre de Kalmanpython avancéréflexion algorithmiqueNégociation algorithmiqueIBM

    Filtrer par

    53 résultats pour ''reinforcement learning'

    • University of Alberta

      University of Alberta

      Reinforcement Learning

      Compétences que vous acquerrez : Artificial Neural Networks, Deep Learning, Entrepreneurship, Euler'S Totient Function, Leadership and Management, Machine Learning, Machine Learning Algorithms, Markov Model, Mathematics, Operations Research, Planning, Reinforcement Learning, Research and Design, Strategy and Operations, Supply Chain and Logistics, Theoretical Computer Science

      4.7

      (2.9k avis)

      Intermediate · Specialization

    • DeepLearning.AI

      DeepLearning.AI

      Deep Learning

      Compétences que vous acquerrez : Algorithms, Applied Machine Learning, Artificial Neural Networks, Bayesian Statistics, Big Data, Communication, Computational Logic, Computer Architecture, Computer Graphic Techniques, Computer Graphics, Computer Programming, Computer Vision, Convolutional Neural Network, Data Management, Deep Learning, Entrepreneurship, General Statistics, Hardware Design, Human Computer Interaction, Interactive Design, Linear Algebra, Machine Learning, Machine Learning Algorithms, Markov Model, Mathematical Optimization, Mathematical Theory & Analysis, Mathematics, Modeling, Natural Language Processing, Probability & Statistics, Python Programming, Regression, Statistical Machine Learning, Statistical Programming, Strategy and Operations, Theoretical Computer Science

      4.8

      (133k avis)

      Intermediate · Specialization

    • University of Alberta

      University of Alberta

      Fundamentals of Reinforcement Learning

      Compétences que vous acquerrez : Mathematics, Reinforcement Learning, Reinforcement, Operations Research, Strategy and Operations, Process, Machine Learning, Research and Design

      4.8

      (2.4k avis)

      Intermediate · Course

    • New York University

      New York University

      Machine Learning and Reinforcement Learning in Finance

      Compétences que vous acquerrez : Applied Mathematics, Calculus, Computer Programming, Finance, General Statistics, Investment Management, Machine Learning, Machine Learning Algorithms, Markov Model, Mathematics, Probability & Statistics, Python Programming, Reinforcement Learning, Statistical Programming, Theoretical Computer Science

      3.7

      (742 avis)

      Intermediate · Specialization

    • Google Cloud

      Google Cloud

      Reinforcement Learning: Qwik Start

      Beginner · Project

    • IBM

      IBM

      Deep Learning and Reinforcement Learning

      Compétences que vous acquerrez : Statistical Programming, Python Programming, Computer Programming, Artificial Neural Networks, Computer Vision, Machine Learning, Deep Learning, Reinforcement Learning

      4.6

      (97 avis)

      Intermediate · Course

    • Placeholder
      Google Cloud

      Google Cloud

      Machine Learning for Trading

      Compétences que vous acquerrez : Accounting, Artificial Neural Networks, Business Analysis, Cloud Computing, Computer Programming, Data Analysis, Finance, Financial Analysis, General Statistics, Investment Management, Machine Learning, Mathematics, Probability & Statistics, Python Programming, Reinforcement Learning, Statistical Programming, Trading

      3.9

      (936 avis)

      Intermediate · Specialization

    • Placeholder
      University of Washington

      University of Washington

      Designing Autonomous AI

      Beginner · Course

    • Placeholder
      New York University

      New York University

      Reinforcement Learning in Finance

      Compétences que vous acquerrez : Machine Learning

      3.6

      (118 avis)

      Advanced · Course

    • Placeholder
      University of Alberta

      University of Alberta

      A Complete Reinforcement Learning System (Capstone)

      Compétences que vous acquerrez : Reinforcement, Reinforcement Learning, Artificial Neural Networks, Machine Learning

      4.7

      (552 avis)

      Intermediate · Course

    • Placeholder

      Gratuit

      University of Washington

      University of Washington

      Computational Neuroscience

      Compétences que vous acquerrez : Python Programming, Statistical Programming, Mathematics, Data Analysis, Neuroscience, Computer Programming, Reinforcement Learning, Marketing, Artificial Neural Networks, Probability & Statistics, Communication, Linear Algebra, Machine Learning, Data Analysis Software, Deep Learning, Other Programming Languages, Modeling, Machine Learning Algorithms

      4.6

      (935 avis)

      Beginner · Course

    • Placeholder
      University of Alberta

      University of Alberta

      Sample-based Learning Methods

      Compétences que vous acquerrez : Entrepreneurship, Leadership and Management, Supply Chain and Logistics, Machine Learning, Theoretical Computer Science, Planning, Machine Learning Algorithms, Relative Change And Difference, Reinforcement Learning, Markov Model

      4.8

      (1.1k avis)

      Intermediate · Course

    Recherches liées à reinforcement learning

    reinforcement learning for trading strategies
    reinforcement learning in finance
    reinforcement learning: qwik start
    fundamentals of reinforcement learning
    a complete reinforcement learning system (capstone)
    deep learning and reinforcement learning
    machine learning and reinforcement learning in finance
    unsupervised learning, recommenders, reinforcement learning
    12345

    En résumé, voici 10 de nos cours reinforcement learning les plus populaires

    • Reinforcement Learning: University of Alberta
    • Deep Learning: DeepLearning.AI
    • Fundamentals of Reinforcement Learning: University of Alberta
    • Machine Learning and Reinforcement Learning in Finance: New York University
    • Reinforcement Learning: Qwik Start: Google Cloud
    • Deep Learning and Reinforcement Learning: IBM
    • Machine Learning for Trading: Google Cloud
    • Designing Autonomous AI: University of Washington
    • Reinforcement Learning in Finance: New York University
    • A Complete Reinforcement Learning System (Capstone): University of Alberta

    Compétences que vous avez acquises en Machine Learning

    Programmation En Python (33)
    TensorFlow (32)
    Deep Learning (30)
    Réseau De Neurones Artificiels (24)
    Big Data (18)
    Classification Statistique (17)
    Algèbre (10)
    Bayésien (10)
    Algèbre Linéaire (10)
    Régression Linéaire (9)
    NumPy (9)

    Questions fréquentes sur Apprentissage par renforcement

    • Reinforcement learning is a machine learning paradigm in which software agents use a process of trial and error to learn how to complete tasks in a way that maximizes cumulative rewards as defined by their programmers. In contrast to supervised learning paradigms, reinforcement learning systems do not need labeled input/output pairs or explicit corrections of suboptimal actions; and, in contrast to unsupervised learning, reinforcement learning defines an explicit goal, which is the maximization of the value returned by the Q-learning (or “quality” learning) algorithm as a result of its actions.

      Because it combines the goal orientation of supervised learning with the flexibility of unsupervised learning, reinforcement learning is very important in creating artificial intelligence (AI) applications requiring successful problem-solving in complex situations. For example, they are often used in financial engineering to develop optimal trading algorithms for the stock market. They are also used to build intelligent systems to allow robots and self-driving cars to navigate real-world environments safely.‎

    • As one of the main paradigms for machine learning, reinforcement learning is an essential skill for careers in this fast-growing field. Reinforcement learning is particularly important for developing artificially intelligent digital agents for real-world problem-solving in industries like finance, automotive, robotics, logistics, and smart assistants. According to Glassdoor, the average annual salary for machine learning engineers in America is $114,121 per year, a high level of pay which reflects the high level of demand for this expertise.‎

    • Absolutely. Coursera hosts a wide variety of courses in reinforcement learning and related topics in machine learning, as well as the use of these techniques in applied contexts such as finance and self-driving cars. These courses and Specializations are offered by top-ranked institutions in this field, including the deepmind.ai, New York University, the University of Toronto, and the University of Alberta’s Machine Intelligence Institute. You can learn remotely on a flexible schedule while still getting feedback from expert professors and instructors, ensuring that you’ll get a high quality education with all the reinforcement you need to learn these valuable skills with confidence.‎

    • Because reinforcement learning itself isn't a beginner-level subject, you'll need to have a good grasp on the fundamentals of machine learning before starting to learn it. Additionally, many courses will require you to have a strong background in high-level mathematics such as linear algebra, statistics, and probability. Most courses will require you to be proficient in Python, although people familiar with other programming languages like C++, Matlab, and JavaScript can often use those skills to help them learn reinforcement learning. Having the ability to implement algorithms from pseudocode may be another prerequisite. As you progress, you'll gain skills in using reinforcement learning solutions to solve problems with probabilistic artificial intelligence, function approximation, and intelligent systems.‎

    • People best suited to roles within the reinforcement learning realm should have a passion for machine learning with a drive for analytics and data and an interest in providing frontline support to solve real-world problems while leveraging innate creative problem-solving skills. Additionally, many companies like to see that candidates have strong communication skills and the ability to collaborate across disciplines and departments. There are a variety of roles associated with reinforcement learning, including analysts, engineers, and researchers. In late February 2021, there were more than 1,800 job listings for people proficient in reinforcement learning on LinkedIn.‎

    • If you want to be a part of the future of machine learning, learning reinforcement learning may be a good move for you. This innovative machine learning technique creates an algorithm that learns through trial and error, leading to a combination of short- and long-term rewards such as the ability to define sequences to solve problems using a reward-based learning approach. It's useful across multiple industries, including the tech industry, business, advertising, finance, and e-commerce, all of which find reinforcement learning useful in part because of its ability to offer greater personalization. Ultimately, if you want to work within AI and machine learning, this could be a step to advancing your goals.‎

    Le contenu de cette FAQ a été mis à disposition à des fins d'information uniquement. Il est conseillé aux étudiants d'effectuer des recherches supplémentaires afin de s'assurer que les cours et autres qualifications suivis correspondent à leurs objectifs personnels, professionnels et financiers.
    Autres sujets à explorer
    Placeholder
    Arts et humanités
    338 cours
    Placeholder
    Business
    1095 cours
    Placeholder
    Informatique
    668 cours
    Placeholder
    Science des données
    425 cours
    Placeholder
    Technologies de l'information
    145 cours
    Placeholder
    Santé
    471 cours
    Placeholder
    Mathématiques et logique
    70 cours
    Placeholder
    Développement personnel
    137 cours
    Placeholder
    Sciences physiques et ingénierie
    413 cours
    Placeholder
    Sciences sociales
    401 cours
    Placeholder
    Apprentissage des langues
    150 cours

    Coursera Footer

    Commencez ou faites progresser votre carrière

    • Analyste de données Google
    • Gestion de projet Google
    • Conception d'expérience utilisateur Google
    • Google IT Support
    • Science des données IBM
    • Analyste de données d'IBM
    • Analyse des données IBM avec Excel et R
    • Analyste de cybersécurité d'IBM
    • Ingénierie des données IBM
    • Développeur(euse) Cloud Full Stack IBM
    • Marketing appliqué au réseau social Facebook
    • Analyse marketing sur Facebook
    • Sales Development Representative Salesforce
    • Opérations de ventes Salesforce
    • Connaître la comptabilité sur le bout des doigts
    • Préparation à la certification Google Cloud : architecte de Cloud
    • Préparation à la certification Google Cloud : ingénieur(e) en données sur Cloud
    • Lancez votre carrière
    • Préparez-vous pour obtenir un certificat
    • Faire progresser votre carrière

    Parcourez les sujets populaires

    • cours gratuits
    • Apprendre une langue
    • python
    • Java
    • conception web
    • SQL
    • Cursos Gratis
    • Microsoft Excel
    • Gestion de projet
    • Cybersécurité
    • Ressources humaines
    • Cours gratuits en Science de données
    • parler anglais
    • Rédaction de contenu
    • Développement Web Full Stack
    • Intelligence artificielle
    • Programmation en C
    • Compétences en communication
    • Blockchain
    • Voir tous les cours

    Cours et articles populaires

    • Compétences pour les équipes en charge de la science de données
    • Prise de décisions basées sur les données
    • Compétences en génie logiciel
    • Compétences personnelles pour les équipes d'ingénieurs
    • Compétences en gestion
    • Compétences en marketing
    • Compétences pour les équipes en charge des ventes
    • Compétences en gestion de produits
    • Compétences en finance
    • Cours populaires de science des données au Royaume-Uni
    • Beliebte Technologiekurse in Deutschland
    • Certifications populaires en cybersécurité
    • Certifications populaires en informatique
    • Certifications SQL populaires
    • Guide de carrière de responsable marketing
    • Guide de carrière de chef de projet
    • Compétences de programmation en Python
    • Guide de carrière de développeur Web
    • Compétences d'analyste de données
    • Compétences pour un concepteur UX

    Obtenez un diplôme ou un certificat en ligne

    • Certificats MasterTrack®
    • Certificats Professionnels
    • Certificats d'université
    • MBA & diplômes commerciaux
    • Diplômes en science des données
    • Diplômes en informatique
    • Diplômes en analyse des données
    • Diplômes de santé publique
    • Diplômes en sciences sociales
    • Diplômes en gestion
    • Diplômes des meilleures universités européennes
    • Masters
    • Licences
    • Diplôme avec un Parcours de performance
    • Cours de BSc
    • Qu'est-ce qu'une licence ?
    • Combien de temps dure un Master ?
    • Un MBA en ligne vaut-il le coup ?
    • 7 façons de payer ses études supérieures
    • Voir tous les certificats

    Coursera

    • À propos
    • Ce que nous proposons
    • Direction
    • Carrières
    • Catalogue
    • Coursera Plus
    • Certificats Professionnels
    • Certificats MasterTrack®
    • Diplômes
    • Pour l'entreprise
    • Pour les gouvernements
    • Pour le campus
    • Devenir un partenaire
    • Décision relative au coronavirus

    Communauté

    • Étudiants
    • Partenaires
    • Développeurs
    • Testeurs bêta
    • Traducteurs
    • Blog
    • Blog Tech
    • Centre d'enseignement

    Plus

    • Presse
    • Investisseurs
    • Conditions
    • Confidentialité
    • Aide
    • Accessibilité
    • Contact
    • Articles
    • Répertoire
    • Filiales
    • Déclaration sur l’esclavage moderne
    Apprendre partout
    Télécharger dans l'App StoreDisponible sur Google Play
    Placeholder
    © 2022 Coursera Inc. Tous droits réservés.
    • Placeholder
    • Placeholder
    • Placeholder
    • Placeholder
    • Placeholder