Les cours en Deep learning peuvent vous aider à comprendre comment fonctionnent les réseaux de neurones profonds, de la structure des modèles à leur entraînement. Vous pouvez développer des compétences en préparation des données, optimisation, évaluation et expérimentation. De nombreux cours utilisent des frameworks courants pour tester différents types de modèles.
University of Glasgow
Compétences que vous acquerrez: Deep learning, Évaluation de modèles, Prétraitement de données, IA responsable, Informatique de santé, Apprentissage automatique, Régression logistique, Intelligence artificielle, Apprentissage automatique appliqué, Data mining, Réseaux neuronaux récurrents (RNN)
Intermédiaire · Cours · 1 à 4 semaines

University of Washington
Compétences que vous acquerrez: Model Evaluation, Regression Analysis, Applied Machine Learning, Machine Learning, Deep Learning, Jupyter, Supervised Learning, Predictive Analytics, Classification Algorithms, Image Analysis, Unsupervised Learning, Computer Vision, Text Mining, Natural Language Processing, Python Programming
Mixte · Cours · 1 à 3 mois

Compétences que vous acquerrez: Tensorflow, Keras (Neural Network Library), Model Deployment, Data Pipelines, Google Cloud Platform, Deep Learning, Cloud Deployment, Data Preprocessing, Artificial Neural Networks, Scalability, Data Transformation
Intermédiaire · Cours · 1 à 3 mois

Compétences que vous acquerrez: Control Systems, Computer Vision, Image Analysis, Robotics, Automation, Embedded Software, Test Automation, Simulations, Systems Architecture, Convolutional Neural Networks, Deep Learning, Software Architecture, Traffic Flow Optimization, Artificial Neural Networks, Global Positioning Systems, Predictive Modeling, Safety Standards
Intermédiaire · Cours · 1 à 3 mois

DeepLearning.AI
Compétences que vous acquerrez: Convolutional Neural Networks, Computer Vision, Keras (Neural Network Library), Image Analysis, Deep Learning, Transfer Learning, Artificial Neural Networks, Tensorflow, Dimensionality Reduction, Network Architecture, Data Preprocessing, Model Evaluation
Intermédiaire · Cours · 1 à 4 semaines

Compétences que vous acquerrez: Natural Language Processing, Data Ethics, Responsible AI, Text Mining, Large Language Modeling, Model Evaluation, Embeddings, Data Preprocessing, Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), Time Series Analysis and Forecasting, Data Analysis, Unstructured Data, Data Cleansing, Data Processing, Classification Algorithms, Deep Learning, Machine Learning Methods, Unified Modeling Language, Machine Learning Algorithms
Intermédiaire · Cours · 1 à 4 semaines

Compétences que vous acquerrez: AI Product Strategy, Product Management, Commercialization, Technical Product Management, Model Deployment, MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Product Strategy, User Interface and User Experience (UI/UX) Design, Product Design, Responsible AI, Digital Transformation, Team Performance Management, Machine Learning, Data-Driven Decision-Making, Deep Learning, User Feedback
Débutant · Cours · 3 à 6 mois

Google Cloud
Compétences que vous acquerrez: Tensorflow, Model Deployment, Keras (Neural Network Library), Feature Engineering, Google Cloud Platform, Data Pipelines, Jupyter, Machine Learning Methods, Deep Learning, Data Preprocessing, Embeddings
Intermédiaire · Cours · 1 à 3 mois

Google Cloud
Compétences que vous acquerrez: Responsible AI, Prompt Engineering, LLM Application, Large Language Modeling, Generative AI, Generative Model Architectures, AI Product Strategy, Data Ethics, Google Gemini, Artificial Intelligence, Prompt Engineering Tools, Business Ethics, Governance, Ethical Standards And Conduct, Risk Analysis, Deep Learning, Stakeholder Analysis, Supervised Learning
Intermédiaire · Spécialisation · 1 à 3 mois

Compétences que vous acquerrez: Large Language Modeling, LLM Application, Model Deployment, AI Enablement, Transfer Learning, Prompt Engineering, Generative AI, Model Evaluation, Deep Learning, Natural Language Processing, Recurrent Neural Networks (RNNs), Responsible AI, Scalability, Machine Learning, Performance Tuning, Systems Integration
Avancées · Cours · 3 à 6 mois

Compétences que vous acquerrez: Tensorflow, Model Deployment, Keras (Neural Network Library), Data Pipelines, Google Cloud Platform, Cloud Deployment, Data Preprocessing, MLOps (Machine Learning Operations), Artificial Neural Networks, Deep Learning, Machine Learning Methods, Data Transformation
Intermédiaire · Cours · 1 à 3 mois

Compétences que vous acquerrez: Computer Vision, Image Analysis, PyTorch (Machine Learning Library), Convolutional Neural Networks, Tensorflow, Artificial Intelligence, Transfer Learning, System Configuration, Deep Learning, Real Time Data, Performance Tuning, Model Deployment, Development Environment, Software Installation
Intermédiaire · Cours · 3 à 6 mois