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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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    The State University of New York

    Big Data, Genes, and Medicine

    Skills you'll gain: Bioinformatics, Big Data, Analytics, Health Informatics, R (Software), Biostatistics, Medical Science and Research, Predictive Analytics, R Programming, Predictive Modeling, Statistical Analysis, Data Cleansing, Molecular Biology, Feature Engineering, Data Preprocessing, Model Evaluation, Unsupervised Learning, Dimensionality Reduction, Classification Algorithms

    4.2
    Rating, 4.2 out of 5 stars
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    287 reviews

    Advanced · Course · 1 - 3 Months

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    IBM

    AI Workflow: Data Analysis and Hypothesis Testing

    Skills you'll gain: Exploratory Data Analysis, Data Presentation, Probability Distribution, Statistical Hypothesis Testing, Data Visualization Software, Dashboard Creation, Dashboard, Data Analysis, Data Science, Probability & Statistics, Statistical Methods, Statistical Analysis, Jupyter, Matplotlib, Data Preprocessing, Pandas (Python Package), Statistical Inference, Statistics, Python Programming, Machine Learning

    4.3
    Rating, 4.3 out of 5 stars
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    128 reviews

    Advanced · Course · 1 - 4 Weeks

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    K

    Korea Advanced Institute of Science and Technology(KAIST)

    Introduction to Quantum Information

    Skills you'll gain: Quantum computing, Communication Systems, Emerging Technologies, Theoretical Computer Science, Information Technology

    4.4
    Rating, 4.4 out of 5 stars
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    170 reviews

    Advanced · Course · 1 - 3 Months

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    Stanford University

    Probabilistic Graphical Models 3: Learning

    Skills you'll gain: Bayesian Network, Applied Machine Learning, Machine Learning Algorithms, Bayesian Statistics, Machine Learning Methods, Markov Model, Statistical Machine Learning, Machine Learning, Network Model, Unsupervised Learning, Model Training, Probability Distribution, Model Optimization, Statistical Methods, Probability & Statistics, Algorithms

    4.6
    Rating, 4.6 out of 5 stars
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    304 reviews

    Advanced · Course · 1 - 3 Months

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    U

    University of Colorado Boulder

    Trees and Graphs: Basics

    Skills you'll gain: Graph Theory, Data Structures, Algorithms, Tree Maps, Theoretical Computer Science, Analysis, Python Programming

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    189 reviews

    Advanced · Course · 1 - 4 Weeks

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    Stanford University

    Probabilistic Graphical Models 2: Inference

    Skills you'll gain: Bayesian Network, Machine Learning Methods, Statistical Inference, Markov Model, Statistical Machine Learning, Graph Theory, Sampling (Statistics), Applied Machine Learning, Statistical Methods, Probability & Statistics, Algorithms, Probability Distribution, Machine Learning Algorithms

    4.6
    Rating, 4.6 out of 5 stars
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    489 reviews

    Advanced · Course · 1 - 3 Months

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    Sungkyunkwan University

    A Bridge to the World: Korean Language for Advanced â… 

    Skills you'll gain: Language Learning, Oral Comprehension, Oral Expression, Vocabulary, Culture, Language Competency, Writing, Ethical Standards And Conduct

    4.9
    Rating, 4.9 out of 5 stars
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    131 reviews

    Advanced · Course · 1 - 3 Months

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    Imperial College London

    Probabilistic Deep Learning with TensorFlow 2

    Skills you'll gain: Generative AI, Tensorflow, Autoencoders, Generative Model Architectures, Bayesian Network, Deep Learning, Image Analysis, Bayesian Statistics, Model Optimization, Probability Distribution, Model Training, Sampling (Statistics), Data Transformation

    4.7
    Rating, 4.7 out of 5 stars
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    109 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Colorado Boulder

    SEL for Students: A Path to Social Emotional Well-Being

    Skills you'll gain: Program Evaluation, Formal Learning, Childhood Education and Development, Program Standards, Education and Training, Child Development, Empathy & Emotional Intelligence, Curriculum Planning, Training Programs, Goal Setting, Self-Awareness, Emotional Intelligence, Pedagogy, Social Skills, Human Development, Empathy

    4.8
    Rating, 4.8 out of 5 stars
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    323 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Colorado Boulder

    Teacher SEL: Programs, Possibilities, and Contexts

    Skills you'll gain: Education and Training, Mindfulness, Teaching, Self-Awareness, Courage, Empathy & Emotional Intelligence, Pedagogy, Meditation & Breathwork, Higher Education, Storytelling, Parent Communication, Cultural Responsiveness, Trustworthiness, Stress Management, Emotional Intelligence, Community Development, Collaboration, Liberal Arts

    4.6
    Rating, 4.6 out of 5 stars
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    158 reviews

    Advanced · Course · 1 - 4 Weeks

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    New York University

    Reinforcement Learning in Finance

    Skills you'll gain: Reinforcement Learning, Financial Trading, Financial Market, Derivatives, Markov Model, Machine Learning Methods, Financial Modeling, Securities Trading, Portfolio Management, Risk Management, Model Optimization, Market Dynamics

    3.6
    Rating, 3.6 out of 5 stars
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    134 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Expanding SEL

    Skills you'll gain: Self-Awareness, Personal Development, Empathy & Emotional Intelligence, Empowerment, Emotional Intelligence, Social Justice, Social Skills, Behavior Management, Empathy, Education and Training, Community and Social Work, Diversity Awareness, Social Impact, Cultural Responsiveness, Diversity Equity and Inclusion Initiatives, Psychosocial Assessments, Behavioral Management, Working With Children, Cultural Diversity, Mindfulness

    4.8
    Rating, 4.8 out of 5 stars
    ·
    136 reviews

    Advanced · Course · 1 - 3 Months

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

  • Big Data, Genes, and Medicine: The State University of New York
  • AI Workflow: Data Analysis and Hypothesis Testing: IBM
  • Introduction to Quantum Information: Korea Advanced Institute of Science and Technology(KAIST)
  • Probabilistic Graphical Models 3: Learning: Stanford University
  • Trees and Graphs: Basics: University of Colorado Boulder
  • Probabilistic Graphical Models 2: Inference: Stanford University
  • A Bridge to the World: Korean Language for Advanced â… : Sungkyunkwan University
  • Probabilistic Deep Learning with TensorFlow 2: Imperial College London
  • SEL for Students: A Path to Social Emotional Well-Being: University of Colorado Boulder
  • Teacher SEL: Programs, Possibilities, and Contexts: University of Colorado Boulder

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