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.
Multiple educators
Beginner · Specialization

Ball State University
Skills you'll gain: Data Ethics, Graph Theory, Machine Learning Algorithms, Supervised Learning, File Systems, SQL, Software Engineering, Data Visualization, Financial Statement Analysis, Statistical Hypothesis Testing, Statistical Methods, Spatial Data Analysis, Cryptography, Object Oriented Programming (OOP), SAS (Software), Text Mining, Artificial Intelligence, Predictive Modeling, Data Science, File I/O
Earn a degree
Degree · 1 - 4 Years

Northeastern University
Skills you'll gain: Data Storytelling, Generative AI, Text Mining, Data Warehousing, Unsupervised Learning, Database Design, Data Governance, Data Mining, Interactive Data Visualization, Data Presentation, Generative Model Architectures, Web Scraping, Classification Algorithms, PyTorch (Machine Learning Library), Operations Research, Natural Language Processing, NoSQL, Exploratory Data Analysis, Recurrent Neural Networks (RNNs), Time Series Analysis and Forecasting
Earn a degree
Degree · 1 - 4 Years

Indian Statistical Institute
Skills you'll gain: Sampling (Statistics), Time Series Analysis and Forecasting, Sample Size Determination, Statistical Machine Learning, NumPy, Spatial Data Analysis, Statistical Hypothesis Testing, Database Management, Database Management Systems, Probability, Economics, SQL, Plot (Graphics), Data Compilation, Dimensionality Reduction, Statistical Methods, Lifelong Learning, Regression Analysis, Surveys, International Finance
Postgraduate Diploma · 6 - 12 Months

Universidad de los Andes
Skills you'll gain: Real-Time Operating Systems, Semantic Web, Supervised Learning, LLM Application, Cloud-Native Computing, Unsupervised Learning, Computer Vision, Reinforcement Learning, Data Storytelling, Classification Algorithms, Deep Learning, Stakeholder Management, Biomedical Engineering, Natural Language Processing, Site Reliability Engineering, Artificial Intelligence, Marketing Analytics, Systems Thinking, Financial Data, Cloud Deployment
Earn a degree
Degree · 1 - 4 Years

University of Leeds
Skills you'll gain: Data Ethics, Data Storytelling, Social Network Analysis, Data Presentation, Statistical Machine Learning, Statistical Hypothesis Testing, Classification And Regression Tree (CART), R (Software), Exploratory Data Analysis, Bayesian Statistics, Data Analysis, Dimensionality Reduction, Data Visualization, Statistical Visualization, Supervised Learning, Data Preprocessing, Web Scraping, Statistical Modeling, Linear Algebra, Python Programming
Earn a degree
Degree · 1 - 4 Years
Universidad de los Andes
Skills you'll gain: Social Network Analysis, Network Analysis, Data Storytelling, Predictive Modeling, Data Presentation, Marketing Analytics, Statistical Machine Learning, Predictive Analytics, Financial Data, Interactive Data Visualization, Data Preprocessing, Marketing Management, Marketing Operations, Transfer Learning, Analytics, Financial Statement Analysis, Data Cleansing, Random Forest Algorithm, Operations Research, Model Optimization
Credit offered
Mastertrack · 6 - 12 Months
Universidad de los Andes
Skills you'll gain: User Story, Test Automation, Version Control, Software Testing, Unified Modeling Language, Agile Software Development, Software Architecture, Test Script Development, Git (Version Control System), Maintainability, Software Design Patterns, JavaScript Frameworks, Usability, Cucumber (Software), Agile Methodology, Application Frameworks, Unit Testing, Web Content Accessibility Guidelines, Software Design, Application Design
Credit offered
Mastertrack · 6 - 12 Months

Heriot-Watt University
Skills you'll gain: Database Systems, Database Management, Database Software, Artificial Intelligence, Graph Theory, Software Engineering, Java Programming, Requirements Analysis, Artificial Intelligence and Machine Learning (AI/ML), Statistical Methods, Computational Logic, Java, Data Visualization, Data Structures, Algorithms, Software Design, Computer Science, Software Technical Review, Performance Measurement, Program Evaluation
Earn a degree
Degree · 1 - 4 Years

University of Huddersfield
Skills you'll gain: Linear Algebra, Graph Theory, Statistical Software, Computational Logic, Integral Calculus, Matplotlib, Probability & Statistics, Statistical Programming, Plot (Graphics), Calculus, R Programming, Data Presentation, Differential Equations, Data Processing, Applied Mathematics, Theoretical Computer Science, Logical Reasoning, Mathematics and Mathematical Modeling, General Mathematics, Mathematical Modeling
Earn a degree
Degree · 1 - 4 Years

Northeastern University
Skills you'll gain: Data Storytelling, Text Mining, Database Design, Data Governance, Interactive Data Visualization, Data Presentation, Plotly, Classification Algorithms, Data Visualization, Database Theory, Database Systems, Exploratory Data Analysis, Data Mining, Database Management, Statistical Visualization, Data Visualization Software, Matplotlib, Time Series Analysis and Forecasting, Data Wrangling, Correlation Analysis
Credit offered
Graduate Certificate · 6 - 12 Months
University of London
Skills you'll gain: Human Computer Interaction, Virtual Reality, Game Design, Full-Stack Web Development, Mobile Development, Agile Software Development, Animations, Data Ethics, Event-Driven Programming, Git (Version Control System), Web Applications, Incident Response, Data Science, Natural Language Processing, Data Transformation, Combinatorics, Database Design, Model Evaluation, Web Development, Generative AI
Credit offered
Graduate Certificate · 6 - 12 Months