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.
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
Credit offered
Mastertrack · 6 - 12 Months
Multiple educators
Beginner · Specialization

University of Pittsburgh
Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Tool Calling, Database Systems, Data Visualization, Predictive Modeling, Database Design, Model Evaluation, Web Services, Data Ethics, Apache Spark, Bayesian Statistics, Data Visualization Software, Unsupervised Learning, Linear Algebra, Model Deployment, Data Governance, Regression Analysis, Applied Machine Learning, Data Analysis
Earn a degree
Degree · 1 - 4 Years

Pontificia Universidad Católica de Chile
Skills you'll gain: Predictive Analytics, Unsupervised Learning, Data Cleansing, Plot (Graphics), Data Visualization, Matplotlib, Exploratory Data Analysis, Supervised Learning, Data Presentation, Model Optimization, Model Evaluation, Graphing, Dimensionality Reduction, Data Analysis, Data Science, Descriptive Analytics, Machine Learning Methods, Pandas (Python Package), Data-Driven Decision-Making, Data Processing
Credit offered
Mastertrack · 6 - 12 Months

Northeastern University
Skills you'll gain: Data Storytelling, Software Quality Assurance, Object Oriented Design, Process Mapping, Generative AI, Open Web Application Security Project (OWASP), Text Mining, Systems Development Life Cycle, Database Design, Agile Software Development, Test Automation, Data Governance, Unsupervised Learning, Integration Testing, Cybersecurity, Classification Algorithms, PyTorch (Machine Learning Library), Statistical Hypothesis Testing, User Experience Design, Natural Language Processing
Earn a degree
Degree · 1 - 4 Years

Ball State University
Skills you'll gain: Data Ethics, Full-Stack Web Development, Graph Theory, Database Systems, Machine Learning Algorithms, Supervised Learning, Software Development Methodologies, File Systems, Data Visualization, Statistical Methods, Theoretical Computer Science, Cryptography, Object Oriented Programming (OOP), SAS (Software), Statistical Hypothesis Testing, Text Mining, Artificial Intelligence, Predictive Modeling, Statistical Programming, Natural Language Processing
Earn a degree
Degree · 1 - 4 Years

Northeastern University
Credit offered
Graduate Certificate · 6 - 12 Months
Universidad de los Andes
Skills you'll gain: User Story, Unified Modeling Language, Software Testing, Test Automation, Version Control, Continuous Integration, Git (Version Control System), Agile Methodology, JavaScript Frameworks, Usability, Acceptance Testing, Maintainability, Software Architecture, Web Content Accessibility Guidelines, Test Script Development, Application Frameworks, Regression Testing, Software Design, Angular, Software Design Patterns
Credit offered
Mastertrack · 6 - 12 Months
University of Illinois at Urbana-Champaign
Earn a degree
Degree · 1 - 4 Years
Universidad de los Andes
Skills you'll gain: Social Network Analysis, Network Analysis, Financial Statement Analysis, Data Storytelling, Predictive Modeling, Financial Modeling, Data Presentation, Financial Statements, Marketing Analytics, Statistical Machine Learning, Product Marketing, Predictive Analytics, Interactive Data Visualization, Data Preprocessing, Operations Research, Data Cleansing, Network Model, Statistical Modeling, Model Deployment, Natural Language Processing
Credit offered
Mastertrack · 6 - 12 Months
University of Colorado Boulder
Skills you'll gain: Power Electronics, Computer Vision, Convolutional Neural Networks, Display Devices, Control Systems, Debugging, Image Analysis, Computer Displays, Tensorflow, Electronics, Electronics Engineering, Electronic Systems, Computer Programming Tools, Software Development Tools, Embedded Software, Electrical Engineering, Deep Learning, Systems Design, Artificial Neural Networks, Electronic Components
Credit offered
Graduate Certificate · 6 - 12 Months
O.P. Jindal Global University
Skills you'll gain: Operations Management, Design Thinking, Data Visualization, Active Listening, Business Ethics, Working Capital, Database Management, Sampling (Statistics), Environmental Social And Corporate Governance (ESG), Project Estimation, Financial Statements, Business Analytics, Predictive Modeling, Marketing Management, Financial Accounting, Predictive Analytics, Human Resources Management and Planning, Internet Of Things, Big Data, Data Presentation
Earn a degree
Degree · 1 - 4 Years