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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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    Coursera

    AI Optimization & Experimental Methods

    Skills you'll gain: Advanced Analytics, Generative AI, Decision Intelligence, Data-Driven Marketing, Marketing Analytics, Analytics, Simulations, Applied Machine Learning, Operations Research, Analytical Skills, Model Optimization, Business Analytics, Risk Analysis, Process Optimization, Return On Investment, Machine Learning, Data Science, Reinforcement Learning, Business Strategy, Statistics

    Advanced · Course · 3 - 6 Months

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    Coursera

    Career Development for Multimodal Intelligence

    Skills you'll gain: Vision Transformer (ViT), Generative Model Architectures, Model Optimization, MLOps (Machine Learning Operations), AI Integrations, Large Language Modeling, Model Deployment, Model Training, Tensorflow, PyTorch (Machine Learning Library), Embeddings, Image Analysis, Deep Learning, Computer Vision, Natural Language Processing, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    生成式 AI:瞭解基礎概念

    Skills you'll gain: Responsible AI, Generative AI, Google Cloud Platform, AI Security, Large Language Modeling, Model Deployment, Data Quality, LLM Application, Artificial Intelligence, Machine Learning, Data Literacy

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Accelerate Model Training with PyTorch 2.X

    Skills you'll gain: Model Optimization, PyTorch (Machine Learning Library), Model Training, Distributed Computing, Data Pipelines, Performance Tuning, Deep Learning, AI Workflows, Scalability, LLM Application, Memory Management, Hardware Architecture, Machine Learning

    Beginner · Course · 1 - 3 Months

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    John Wiley & Sons

    AI for Good: Solutions for Sustainability, Health, and Aid

    Skills you'll gain: Environmental Monitoring, Responsible AI, Social Impact, Applied Machine Learning, Spatial Data Analysis, Data Ethics, Geospatial Information and Technology, Machine Learning, Sustainable Development, Artificial Intelligence, AI literacy, Model Training, Natural Language Processing, Spatial Analysis, Medical Imaging, Health Technology, Deep Learning, Generative AI, Data-Driven Decision-Making, Healthcare Industry Knowledge

    Beginner · Course · 3 - 6 Months

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    Coursera

    Weaviate Database Mastery

    Skills you'll gain: Vector Databases, Performance Tuning, Docker (Software), Embeddings, Query Languages, Multimodal Prompts, Generative AI, AI Integrations, API Design, Application Deployment, Database Design, Development Environment, Restful API, Image Analysis, Machine Learning

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    AI Generatif: Memahami Konsep Dasar

    Skills you'll gain: Responsible AI, Generative AI, Large Language Modeling, Generative Model Architectures, Google Cloud Platform, LLM Application, AI literacy, Unstructured Data, Data Ethics, Artificial Intelligence, AI Security, Machine Learning, Data Access

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    生成式 AI:剖析基本概念

    Skills you'll gain: Responsible AI, Generative AI, Generative Model Architectures, AI Security, Google Cloud Platform, AI literacy, AI Integrations, Data Literacy, Large Language Modeling, Unstructured Data, Model Deployment, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning

    Beginner · Course · 1 - 4 Weeks

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    John Wiley & Sons

    Marketing with AI for Dummies

    Skills you'll gain: Responsible AI, AI Personalization, Data Ethics, Data-Driven Marketing, Marketing Automation, MarTech, Marketing Operations, Marketing, Personalized Campaigns, Marketing Strategies, Marketing Analytics, Marketing Effectiveness, Generative AI, Marketing Planning, Machine Learning, Artificial Intelligence, Performance marketing, Customer Engagement, Data Analysis, Web Analytics and SEO

    Beginner · Course · 3 - 6 Months

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    Google Cloud

    Responsible AI for Developers: Interpretability & Transparency - 繁體中文

    Skills you'll gain: Responsible AI, Data Ethics, AI literacy, Applied Machine Learning, Artificial Intelligence, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Responsible AI: Interpretability & Transparency - Deutsch

    Skills you'll gain: Responsible AI, Model Evaluation, AI literacy, Data Analysis, Applied Machine Learning, Artificial Intelligence, Machine Learning, Machine Learning Methods

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Responsible AI for Developers: Interpretability & Transparency - 简体中文

    Skills you'll gain: Responsible AI, Data Modeling, Model Evaluation, Machine Learning Methods, AI literacy, Artificial Intelligence, Applied Machine Learning, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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

  • AI Optimization & Experimental Methods: Coursera
  • Career Development for Multimodal Intelligence: Coursera
  • 生成式 AI:瞭解基礎概念: Google Cloud
  • Accelerate Model Training with PyTorch 2.X: Packt
  • AI for Good: Solutions for Sustainability, Health, and Aid: John Wiley & Sons
  • Weaviate Database Mastery: Coursera
  • AI Generatif: Memahami Konsep Dasar: Google Cloud
  • 生成式 AI:剖析基本概念: Google Cloud
  • Marketing with AI for Dummies: John Wiley & Sons
  • Responsible AI for Developers: Interpretability & Transparency - 繁體中文: Google Cloud

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