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.

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

Ball State University
Skills you'll gain: Data Ethics, Full-Stack Web Development, Graph Theory, Machine Learning Algorithms, Supervised Learning, File Systems, SQL, Software Engineering, Data Visualization, Statistical Methods, Theoretical Computer Science, Cryptography, Object Oriented Programming (OOP), SAS (Software), Statistical Hypothesis Testing, Text Mining, Artificial Intelligence, Predictive Modeling, Data Science, Natural Language Processing
Degree · 1 - 4 Years
University of Illinois at Urbana-Champaign
Skills you'll gain: Operations Management, Supply Chain, Continuous Improvement Process, Change Control, Operations, Process Improvement, Supply Chain Planning, Process Improvement and Optimization, Supply Chain Management, Education Software and Technology, Instructional Design, Learning Management Systems, Process Analysis, Wholesaling, Quality Management, Augmented and Virtual Reality (AR/VR), Digital pedagogy, System Implementation, Solution Design, Virtual Reality
Mastertrack · 6 - 12 Months
Multiple educators
Beginner · Specialization

University of Leeds
Skills you'll gain: Data Ethics, Social Network Analysis, Data Presentation, Statistical Machine Learning, Statistical Hypothesis Testing, Classification And Regression Tree (CART), Data Storytelling, R (Software), Exploratory Data Analysis, Bayesian Statistics, Data Analysis, Data Visualization, Statistical Visualization, Supervised Learning, Network Analysis, Data Preprocessing, Web Scraping, Correlation Analysis, Statistical Modeling, Python Programming
Degree · 1 - 4 Years

Universidad de los Andes
Skills you'll gain: Real-Time Operating Systems, Semantic Web, Supervised Learning, Unsupervised Learning, LLM Application, Cloud-Native Computing, Dashboard, Continuous Deployment, Reinforcement Learning, Classification Algorithms, Deep Learning, Computer Vision, Natural Language Processing, Systems Thinking, Biomedical Engineering, Artificial Intelligence, Cost Management, Marketing Analytics, Fine-tuning, Financial Modeling
Degree · 1 - 4 Years

Dartmouth College
Skills you'll gain: Natural Language Processing, Field-Programmable Gate Array (FPGA), Technical Communication, Embedded Systems, Digital Signal Processing, Embedded Software, Distributed Computing, Machine Learning Algorithms, Image Analysis, Machine Learning Methods, Deep Learning, Engineering Design Process, Recurrent Neural Networks (RNNs), Experimentation, Convolutional Neural Networks, Hardware Design, Text Mining, Student Support and Services, Computer Engineering, Systems Analysis
Degree · 1 - 4 Years
Universidad de los Andes
Skills you'll gain: User Story, Supervised Learning, Unsupervised Learning, LLM Application, Design Thinking, Cloud-Native Computing, Dashboard, Process Analysis, Continuous Deployment, Software Testing, API Design, Organizational Strategy, Dashboard Creation, Classification Algorithms, Angular, Deep Learning, Game Design, Technology Strategies, Infrastructure As A Service (IaaS), Systems Thinking
Degree · 1 - 4 Years
Universidad de los Andes
Skills you'll gain: Social Network Analysis, Dashboard, Systems Thinking, Unsupervised Learning, Reinforcement Learning, Deep Learning, Computer Vision, Natural Language Processing, Risk Analysis, Predictive Modeling, Time Series Analysis and Forecasting, MLOps (Machine Learning Operations), Marketing Analytics, Logistic Regression, Financial Modeling, Environmental Management Systems, Business Analysis, Descriptive Analytics, Simulations, Analytics
Degree · 1 - 4 Years

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, Natural Language Processing
Degree · 1 - 4 Years

University of Pittsburgh
Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Tool Calling, Database Systems, Data Visualization, Database Design, Generative AI, Large Language Modeling, Database Management, Databases, Supervised Learning, Web Services, Data Ethics, Apache Spark, Bayesian Statistics, Time Series Analysis and Forecasting, Database Theory, Unsupervised Learning, Linear Algebra, Data Literacy
Degree · 1 - 4 Years

Northeastern University
Graduate Certificate · 6 - 12 Months