Cours en Deep learning
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.
Cours et certificats populaires en Deep learning
Compétences que vous acquerrez: Computer Vision, Convolutional Neural Networks, Transfer Learning, Model Evaluation, Machine Learning Methods, Image Quality, Model Training, Fine-tuning, Classification Algorithms, Machine Learning Algorithms, Deep Learning, Model Optimization, Network Architecture
Statut : Essai gratuitDeepLearning.AI
Compétences que vous acquerrez: Model Evaluation, Patient Evaluation, Data Preprocessing, Diagnostic Tests, Convolutional Neural Networks, Image Analysis, Diagnostic Radiology, Predictive Modeling, Risk Modeling, Statistical Machine Learning, Artificial Intelligence, Predictive Analytics, Applied Machine Learning, Medical Imaging, Machine Learning Methods, Computer Vision, Deep Learning, Natural Language Processing, Machine Learning, Radiology
Statut : Essai gratuitDeepLearning.AI
Compétences que vous acquerrez: Natural Language Processing, Markov Model, Embeddings, Data Preprocessing, Artificial Neural Networks, Machine Learning Methods, Deep Learning, Algorithms, Data Cleansing, Probability & Statistics
Statut : NouveauStatut : Essai gratuitCompétences que vous acquerrez: PyTorch (Machine Learning Library), Fine-tuning, Deep Learning, Convolutional Neural Networks, Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), Embeddings, Hugging Face, Supervised Learning, Data Preprocessing, Predictive Modeling, Machine Learning, Data Processing, Classification Algorithms, Statistical Methods, Probability & Statistics, Machine Learning Algorithms
Statut : Essai gratuitCompétences que vous acquerrez: Deep Learning, Model Evaluation, Unsupervised Learning, Machine Learning Methods, Classification And Regression Tree (CART), Machine Learning, Regression Analysis, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Artificial Neural Networks, Decision Tree Learning, Model Training, Computer Vision, Logistic Regression, Supervised Learning, Machine Learning Algorithms, Natural Language Processing, Predictive Modeling, Data Science, Predictive Analytics
Statut : NouveauCompétences que vous acquerrez: Large Language Modeling, Retrieval-Augmented Generation, LangChain, LLM Application, Natural Language Processing, Data Ethics, Responsible AI, Text Mining, Embeddings, Deep Learning, Generative AI, Fine-tuning, Artificial Intelligence, Classification Algorithms, Machine Learning Methods, Data Preprocessing, Applied Machine Learning, Machine Learning, Model Optimization, Model Evaluation
Statut : Essai gratuitImperial College London
Compétences que vous acquerrez: Regression Analysis, Calculus, Model Optimization, Mathematical Software, Machine Learning Methods, Numerical Analysis, Applied Mathematics, Applied Machine Learning, Linear Algebra, Artificial Neural Networks, Deep Learning, Mathematical Theory & Analysis, Derivatives
Statut : Essai gratuitCompétences que vous acquerrez: Natural Language Processing, Recurrent Neural Networks (RNNs), Large Language Modeling, Artificial Neural Networks, Deep Learning, Tensorflow, Text Mining, Embeddings, Generative Model Architectures, Machine Learning Methods, Model Training, Network Architecture
Statut : NouveauStatut : Essai gratuitJohn Wiley & Sons
Compétences que vous acquerrez: 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
Statut : Essai gratuitCompétences que vous acquerrez: Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Deep Learning, Artificial Neural Networks, Image Analysis, Keras (Neural Network Library), Applied Machine Learning, Fine-tuning, Tensorflow, Natural Language Processing, Network Architecture
Statut : Essai gratuitUniversity of Pennsylvania
Compétences que vous acquerrez: Machine Learning Methods, Generative AI, Data Management, Generative Model Architectures, Big Data, Statistical Machine Learning, Applied Machine Learning, Machine Learning Algorithms, Generative Adversarial Networks (GANs), Machine Learning, AI Product Strategy, Large Language Modeling, Customer Data Management, AI literacy, Autoencoders, Model Optimization, Deep Learning, Model Evaluation, Algorithms, Data Analysis
Statut : NouveauStatut : PrévisualisationCompétences que vous acquerrez: 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
En résumé, voici 10 de nos cours les plus populaires sur deep learning .
- Introduction à la vision par ordinateur et au traitement de l'image: IBM
- L'IA au service du diagnostic médical: DeepLearning.AI
- Traitement du langage naturel avec des modèles probabilistes: DeepLearning.AI
- Generative AI for NLP with PyTorch: IBM
- Les fondements de l'Apprentissage automatique pour les chefs de produits: Duke University
- Maîtriser la PNL : Fondations, ML & LLMs: Packt
- Mathématiques pour l'apprentissage automatique : Calcul à plusieurs variables: Imperial College London
- Traitement du langage naturel à l'aide de modèles de séquences: DeepLearning.AI
- Foundations of Artificial Intelligence: John Wiley & Sons
- CNN avancés, Apprentissage par transfert et réseaux récurrents: Packt
