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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


  • Status: New
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    U

    University of Michigan

    Practical AI for Social Impact

    Skills you'll gain: Social Impact, Responsible AI, Machine Learning Algorithms, Case Studies, Artificial Intelligence and Machine Learning (AI/ML), Algorithms, Artificial Intelligence, Reinforcement Learning, Decision Intelligence, Data Ethics, AI literacy, Applied Machine Learning, Machine Learning, Model Deployment

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Machine Learning Projects in R with Caret

    Skills you'll gain: Data Preprocessing, Applied Machine Learning, Unsupervised Learning, Machine Learning Methods, Correlation Analysis, Data Cleansing, R Programming, Data Quality, Machine Learning Software, Machine Learning, Data Validation, Data Wrangling, Machine Learning Algorithms, Data Integrity, Data Import/Export

    Mixed · Course · 1 - 4 Weeks

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    P

    Packt

    Advanced Deep RL Algorithms and Applications

    Skills you'll gain: Reinforcement Learning, Deep Learning, Model Optimization, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Algorithms, Machine Learning, Model Training, Applied Machine Learning, Natural Language Processing, Performance Tuning

    Advanced · Course · 1 - 3 Months

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    J

    John Wiley & Sons

    Foundations of Artificial Intelligence

    Skills you'll gain: Data Ethics, Artificial Intelligence, Responsible AI, AI literacy, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Algorithms, Deep Learning, Machine Learning, Data Collection, Hardware Architecture, Data Integrity, Adaptability, Data Quality, Ethical Standards And Conduct, Data Analysis

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    M

    Microsoft

    Microsoft Azure Data Scientist Associate (DP-100) Exam Prep

    Skills you'll gain: Responsible AI, Model Deployment, Model Training, Convolutional Neural Networks, Classification Algorithms, Data Analysis, Image Analysis, Data Store, Data Integration, Data Lakes, Model Evaluation, Transfer Learning, Cloud Management, Machine Learning Methods, Machine Learning, Data Processing, Data Preprocessing, Data Pipelines, Data Transformation, Data Manipulation

    4.2
    Rating, 4.2 out of 5 stars
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    619 reviews

    Intermediate · Professional Certificate · 3 - 6 Months

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    28DIGITAL

    Problem-Dependent Resampling Techniques

    Skills you'll gain: Spatial Analysis, Spatial Data Analysis, Model Evaluation, Statistical Methods, Statistical Hypothesis Testing, Sampling (Statistics), Feature Engineering, Dependency Analysis, Drug Interaction, Analysis, Sample Size Determination, Analytics, Applied Machine Learning, Correlation Analysis, Data Synthesis, Machine Learning, Analytical Skills, Data Processing, Machine Learning Algorithms

    Intermediate · Course · 1 - 4 Weeks

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    P

    Packt

    Processing and Analyzing Big Data in AWS

    Skills you'll gain: Amazon Redshift, AWS SageMaker, AWS Kinesis, Data Pipelines, Apache Spark, Amazon Web Services, Big Data, Apache Hive, Kibana, Data Warehousing, Data Processing, Model Deployment, Data Migration, Extract, Transform, Load, Real Time Data, Ad Hoc Analysis, Data Transformation, Cloud Computing, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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    J

    John Wiley & Sons

    Artificial Intelligence All-in-One For Dummies

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, AI Personalization, Generative Model Architectures, ChatGPT, Data Ethics, GitHub Copilot, Vibe coding, Artificial Intelligence, Microsoft Copilot, AI powered creativity, AI Enablement, Responsible AI, AI literacy, Artificial Intelligence and Machine Learning (AI/ML), Customer experience improvement, Machine Learning, Content Creation, Natural Language Processing

    Beginner · Specialization · 3 - 6 Months

  • Status: Free
    Free
    D

    DeepLearning.AI

    Intro to Federated Learning

    Skills you'll gain: Federated Learning, Fine-tuning, AI Security, Large Language Modeling, PyTorch (Machine Learning Library), Model Optimization, Information Privacy, LLM Application, Model Training, Distributed Computing, Machine Learning

    4.5
    Rating, 4.5 out of 5 stars
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    14 reviews

    Beginner · Project · Less Than 2 Hours

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    Khalifa University

    Deep Learning for Computer Vision: Techniques & Applications

    Skills you'll gain: Generative AI, Computer Vision, PyTorch (Machine Learning Library), Convolutional Neural Networks, Generative Adversarial Networks (GANs), Generative Model Architectures, Image Analysis, Fine-tuning, Artificial Neural Networks, Model Training, Applied Machine Learning, Model Evaluation, Deep Learning, Transfer Learning, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Model Optimization, Artificial Intelligence

    Intermediate · Course

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    L

    LearnKartS

    Applied Generative AI & Prompt Engineering Mastery

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, ChatGPT, Generative AI, Responsible AI, AI literacy, Generative AI Agents, Generative Model Architectures, Artificial Intelligence and Machine Learning (AI/ML), Retrieval-Augmented Generation, Artificial Intelligence, AI Workflows, Large Language Modeling, Embeddings, GitHub Copilot, Fine-tuning, Deep Learning, Automation, Machine Learning, Machine Learning Methods

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Advanced Machine Learning with R: Apply & Predict

    Skills you'll gain: Dimensionality Reduction, R Programming, Time Series Analysis and Forecasting, Statistical Machine Learning, Machine Learning Algorithms, Applied Machine Learning, Unsupervised Learning, Predictive Modeling, Machine Learning, Text Mining, Classification Algorithms, Artificial Neural Networks, Forecasting, Data Mining, Data Preprocessing, Model Optimization, Model Evaluation, Exploratory Data Analysis

    Mixed · Course · 1 - 4 Weeks

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

  • Practical AI for Social Impact: University of Michigan
  • Machine Learning Projects in R with Caret: EDUCBA
  • Advanced Deep RL Algorithms and Applications: Packt
  • Foundations of Artificial Intelligence: John Wiley & Sons
  • Microsoft Azure Data Scientist Associate (DP-100) Exam Prep: Microsoft
  • Problem-Dependent Resampling Techniques: 28DIGITAL
  • Processing and Analyzing Big Data in AWS: Packt
  • Artificial Intelligence All-in-One For Dummies: John Wiley & Sons
  • Intro to Federated Learning: DeepLearning.AI
  • Deep Learning for Computer Vision: Techniques & Applications: Khalifa University

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