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.

National Taiwan University
Skills you'll gain: Supervised Learning, Model Training, Machine Learning, Model Evaluation, Algorithms
★ 4.9 (939) · Beginner · Course · 1 - 3 Months

DeepLearning.AI
Skills you'll gain: Unsupervised Learning, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Responsible AI, Machine Learning, Supervised Learning, Artificial Intelligence, Reinforcement Learning, Artificial Neural Networks, Deep Learning, Anomaly Detection, Model Optimization, Dimensionality Reduction
★ 4.9 (5.8K) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Supervised Learning, Model Evaluation, Classification Algorithms, Model Training, Machine Learning Methods, Applied Machine Learning, Matlab, Regression Analysis, Model Optimization, Data Preprocessing, Predictive Modeling, Machine Learning, Feature Engineering
★ 4.8 (121) · Beginner · Course · 1 - 4 Weeks

Pragmatic AI Labs
Skills you'll gain: AI Workflows, Agentic Workflows, Model Training, Applied Machine Learning, Model Deployment, Code Coverage, Data Validation, Rust (Programming Language), MLOps (Machine Learning Operations), Model Evaluation, AI Orchestration, Machine Learning, Semantic Web, Verification And Validation, Data Preprocessing, Data Cleansing, CI/CD, Data Pipelines, Large Language Modeling, Generative AI Agents
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Feature Engineering, Data Cleansing, Data Visualization, Logistic Regression, Model Training, Predictive Modeling, Applied Machine Learning, Scikit Learn (Machine Learning Library), Machine Learning, Machine Learning Methods, Model Evaluation, Classification Algorithms, Data Science, Python Programming
★ 4.8 (19) · Beginner · Guided Project · Less Than 2 Hours

DeepLearning.AI
Skills you'll gain: Transfer Learning, Deep Learning, Applied Machine Learning, Machine Learning Methods, Machine Learning, Debugging, Model Optimization, Model Evaluation
★ 4.8 (50K) · Beginner · Course · 1 - 4 Weeks

Amazon Web Services
Skills you'll gain: Business Leadership, Business Transformation, Business Strategy, Business Planning, Machine Learning, Decision Making, Technology Roadmaps
★ 4.4 (27) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Scikit Learn (Machine Learning Library), Predictive Modeling, Regression Analysis, Machine Learning Algorithms, Applied Machine Learning, Predictive Analytics, Python Programming, Classification Algorithms, Model Training, Machine Learning, Data Analysis
★ 4.5 (12) · Beginner · Guided Project · Less Than 2 Hours

Politecnico di Milano
Skills you'll gain: Machine Learning Methods, Unsupervised Learning, Supervised Learning, Machine Learning Algorithms, Machine Learning, Reinforcement Learning, Dimensionality Reduction, Model Evaluation, Algorithms
★ 4.7 (225) · Beginner · Course · 1 - 4 Weeks

Multiple educators
Skills you'll gain: Dashboard Creation, Dashboard, Web Scraping, Pseudocode, Jupyter, Algorithms, Data Literacy, Data Mining, Data Analysis, Data Visualization, Correlation Analysis, Pandas (Python Package), NumPy, R Programming, Predictive Modeling, Python Programming, Machine Learning Algorithms, Data Science, Machine Learning, Project Management
★ 4.6 (118K) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Data Visualization, Keras (Neural Network Library), Data Preprocessing, Artificial Neural Networks, Predictive Modeling, Model Training, Tensorflow, Applied Machine Learning, Feature Engineering, Data Science, Data Manipulation, Machine Learning, Model Evaluation, Python Programming
★ 4.7 (27) · Beginner · Guided Project · Less Than 2 Hours

Deep Teaching Solutions
Skills you'll gain: Learning Strategies, Lifelong Learning, Time Management, Learning Theory, Creativity, Adaptability
★ 4.8 (93K) · Beginner · Course · 1 - 4 Weeks