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.

Fractal Analytics
Skills you'll gain: Feature Engineering, Machine Learning Algorithms, Model Optimization, Machine Learning Methods, Random Forest Algorithm, Algorithms, Predictive Modeling
★ 3.7 (15) · Beginner · Course · 1 - 3 Months

Birla Institute of Technology & Science, Pilani
Skills you'll gain: Linear Algebra, Numerical Analysis, Artificial Intelligence and Machine Learning (AI/ML), Applied Mathematics, Data Analysis, Machine Learning, Dimensionality Reduction, Model Optimization, Artificial Neural Networks
Beginner · Course · 1 - 3 Months

Skills you'll gain: Recurrent Neural Networks (RNNs), Exploratory Data Analysis, Deep Learning, Plot (Graphics), Artificial Neural Networks, Data Cleansing, Data Import/Export, Data Analysis, Data Preprocessing, Natural Language Processing, Model Training, Applied Machine Learning, Python Programming, Machine Learning, Automation
★ 4.6 (266) · Beginner · Guided Project · Less Than 2 Hours

Duke University
Skills you'll gain: MLOps (Machine Learning Operations), Data Management, Data Quality, Model Deployment, Data Preprocessing, Applied Machine Learning, Project Management, Machine Learning, Data Cleansing, Data Pipelines, Systems Design, Data Collection, Data Science, Systems Architecture, System Monitoring
★ 4.8 (419) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Data Visualization, Feature Engineering, Data Cleansing, Random Forest Algorithm, Decision Tree Learning, Scikit Learn (Machine Learning Library), Applied Machine Learning, Predictive Modeling, Data Science, Model Training, Machine Learning, Machine Learning Algorithms, Python Programming
★ 4.6 (13) · Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Responsible AI, Data Literacy, AI Enablement, Data Mining, Generative AI, AI literacy, Big Data, Retrieval-Augmented Generation, Information Architecture, Strategic Decision-Making, AI Integrations, Cloud Computing, Data Science, Digital Transformation, Data-Driven Decision-Making, Analysis, Data Storage, Data Architecture, Natural Language Processing, Leadership
★ 4.7 (101K) · Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Data Preprocessing, Data Visualization, Logistic Regression, Feature Engineering, Data Cleansing, Predictive Modeling, Scikit Learn (Machine Learning Library), Data Science, Applied Machine Learning, Model Training, Model Evaluation, Machine Learning, Human Resources, Classification Algorithms, Machine Learning Algorithms
★ 4.5 (15) · Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Model Evaluation, Exploratory Data Analysis, Data Analysis, Classification Algorithms, Data Preprocessing, Model Training, Scikit Learn (Machine Learning Library), Machine Learning Algorithms, Predictive Modeling, Data Import/Export, Applied Machine Learning, Machine Learning
★ 4.7 (44) · Beginner · Guided Project · Less Than 2 Hours

University of Maryland, College Park
Skills you'll gain: Model Evaluation, Apache Hadoop, Machine Learning Methods, AI Personalization, Digital Marketing Tools, Data-Driven Marketing, Marketing Automation, Digital Marketing, Marketing Strategies, Big Data, Marketing, Machine Learning, Artificial Neural Networks, Machine Learning Algorithms, Deep Learning
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Applied Machine Learning, Machine Learning Methods, Classification Algorithms, Model Evaluation, Model Training, Machine Learning, Python Programming
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Model Training, Decision Tree Learning, Applied Machine Learning, Model Evaluation, Random Forest Algorithm, Predictive Modeling, Data Import/Export, Machine Learning, Classification Algorithms
★ 4.5 (122) · Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Model Evaluation, Responsible AI, Histogram, Predictive Modeling, Data Visualization, Machine Learning, Statistical Methods, Data Science, Descriptive Statistics, Development Environment, Software Engineering
★ 4.5 (44) · Beginner · Guided Project · Less Than 2 Hours