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.

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

DeepLearning.AI
Compétences que vous acquerrez: Tensorflow, Model Optimization, Deep Learning, Data Compilation, Model Training, Statistical Analysis, Artificial Neural Networks, Model Evaluation, Performance Tuning, Machine Learning, Algorithms, Debugging
Débutant · Cours · 1 à 4 semaines

University of Washington
Compétences que vous acquerrez: Model Evaluation, Regression Analysis, Applied Machine Learning, Machine Learning Methods, Machine Learning, AI Personalization, Machine Learning Algorithms, Deep Learning, Jupyter, Supervised Learning, Model Training, Predictive Modeling, Predictive Analytics, Classification Algorithms, Image Analysis, Unsupervised Learning, Text Mining, Python Programming, Data Mining, Artificial Neural Networks
Mixte · Cours · 1 à 3 mois

Real Madrid Graduate School Universidad Europea
Compétences que vous acquerrez: Artificial Intelligence, Data Analysis Software, Analytics, Big Data, Data Analysis, Data Ethics, Deep Learning, Machine Learning, Statistical Analysis, Emerging Technologies, Health Technology, Internet Of Things, Natural Language Processing, Digital Transformation, Technology Solutions, Scikit Learn (Machine Learning Library), Large Language Modeling, Technology Strategies, Performance Appraisal, Agile Project Management
Débutant · Cours · 1 à 4 semaines

Compétences que vous acquerrez: Tensorflow, Keras (Neural Network Library), Data Preprocessing, Google Cloud Platform, Data Pipelines, Model Training, Data Processing, Model Deployment, Data Transformation, Deep Learning, Model Optimization, Artificial Neural Networks, AI Workflows
★ 3.4 (7) · Intermédiaire · Cours · 1 à 3 mois

Compétences que vous acquerrez: Recurrent Neural Networks (RNNs), Model Evaluation, Supervised Learning, Feature Engineering, Probability & Statistics, Transfer Learning, NumPy, Matplotlib, Model Training, Model Optimization, Convolutional Neural Networks, Deep Learning, Applied Machine Learning, Statistics, Data Visualization, Keras (Neural Network Library), Statistical Hypothesis Testing, Fine-tuning, Machine Learning Methods, Python Programming
Intermédiaire · Spécialisation · 3 à 6 mois

Coursera
Compétences que vous acquerrez: Fine-tuning, Model Deployment, MLOps (Machine Learning Operations), AWS SageMaker, Software Documentation, Data Pipelines, AI Integrations, Tensorflow, Solution Architecture, Model Evaluation, Apache Airflow, Model Optimization, Systems Design, Transfer Learning, Unit Testing, PyTorch (Machine Learning Library), API Design, Cloud Computing, Network Architecture, Deep Learning
Intermédiaire · Spécialisation · 1 à 3 mois

University of Minnesota
Compétences que vous acquerrez: Predictive Modeling, Predictive Analytics, Business Analytics, Customer Analysis, Project Design, Advanced Analytics, Machine Learning Methods, Applied Machine Learning, Business Analysis, Solution Design, Sprint Planning, Machine Learning, Brainstorming, Trend Analysis, Design Thinking, Analysis, Ideation, Decision Tree Learning, Deep Learning, Quality Control
Débutant · Cours · 1 à 3 mois

DeepLearning.AI
Compétences que vous acquerrez: Convolutional Neural Networks, Computer Vision, Image Analysis, Keras (Neural Network Library), Artificial Neural Networks, Tensorflow, Deep Learning, Transfer Learning, Applied Machine Learning, Fine-tuning, Classification Algorithms, Network Architecture, Embeddings, Model Training
Intermédiaire · Cours · 1 à 4 semaines

Compétences que vous acquerrez: Large Language Modeling, Natural Language Processing, Fine-tuning, Model Evaluation, Recurrent Neural Networks (RNNs), Transfer Learning, PyTorch (Machine Learning Library), Model Training, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Generative Model Architectures, Machine Learning
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, Fine-tuning, Model Training, Network Architecture
Intermédiaire · Cours · 1 à 4 semaines

Compétences que vous acquerrez: Réseaux neuronaux récurrents (RNN), Modélisation prédictive, Évaluation du modèle, Modèle de formation, Traitement du langage naturel, Apprentissage profond, Prétraitement des données, Réseaux neuronaux artificiels, Analyse des séries temporelles et prévisions, Tensorflow, Prétraitement de données
Avancées · Cours · 1 à 3 mois