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 Colorado Boulder
Skills you'll gain: Machine Learning Algorithms, Real-Time Operating Systems, Big Data, User Research, User Experience Design, Product Development, User Experience, Power Electronics, User Interface and User Experience (UI/UX) Design, Usability, Verification And Validation, Data Preprocessing, Analytics, Control Systems, Embedded Software, Internet Of Things, Machine Controls, Engineering, Scientific, and Technical Instruments, Human Computer Interaction, Embedded Systems
Credit offered
Graduate Certificate · 6 - 12 Months

Dartmouth College
Skills you'll gain: Field-Programmable Gate Array (FPGA), Natural Language Processing, Technical Communication, Embedded Systems, Embedded Software, Distributed Computing, Recurrent Neural Networks (RNNs), Probability & Statistics, Generative AI, Machine Learning, Deep Learning, Image Analysis, Convolutional Neural Networks, Digital Signal Processing, Hardware Design, Electronic Systems, Text Mining, Student Support and Services, Student Services, System Design and Implementation
Earn a degree
Degree · 1 - 4 Years

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

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

Universidad de los Andes
Skills you'll gain: Real-Time Operating Systems, Supervised Learning, Semantic Web, Unsupervised Learning, Data Presentation, LLM Application, Reinforcement Learning, Computer Vision, Cloud-Native Computing, Natural Language Processing, Classification Algorithms, Site Reliability Engineering, Biomedical Engineering, Artificial Intelligence, Project Risk Management, Generative AI, Cash Flows, Model Deployment, Probability & Statistics, Control Systems
Earn a degree
Degree · 1 - 4 Years
University of London
Skills you'll gain: Virtual Reality, Game Design, Full-Stack Web Development, Mobile Development, Human Computer Interaction, Agile Software Development, Animations, Data Ethics, Event-Driven Programming, Git (Version Control System), Web Applications, Incident Response, Data Science, Natural Language Processing, Unsupervised Learning, Combinatorics, Database Design, Web Development, Generative AI, Usability Testing
Credit offered
Graduate Certificate · 6 - 12 Months
University of London
Skills you'll gain: Virtual Reality, Game Design, Full-Stack Web Development, Mobile Development, Human Computer Interaction, Agile Software Development, Animations, Data Ethics, Event-Driven Programming, Git (Version Control System), Web Applications, Incident Response, Data Science, Natural Language Processing, Unsupervised Learning, Combinatorics, Database Design, Web Development, Generative AI, Usability Testing
Credit offered
Graduate Certificate · 6 - 12 Months

Pontificia Universidad Católica de Chile
Skills you'll gain: Predictive Analytics, Unsupervised Learning, Data Cleansing, Exploratory Data Analysis, Model Evaluation, Dimensionality Reduction, Data Science, Descriptive Analytics, Supervised Learning, Plot (Graphics), Matplotlib, Predictive Modeling, Regression Analysis, Data Visualization, Machine Learning Algorithms, Visualization (Computer Graphics), Data-Driven Decision-Making, Time Series Analysis and Forecasting, Data Analysis, Data Visualization Software
Credit offered
Mastertrack · 6 - 12 Months
Universidad de los Andes
Skills you'll gain: Social Network Analysis, Systems Thinking, Data Presentation, Reinforcement Learning, Unsupervised Learning, Deep Learning, Computer Vision, Natural Language Processing, Predictive Modeling, Time Series Analysis and Forecasting, Project Management Life Cycle, MLOps (Machine Learning Operations), Logistic Regression, Marketing Analytics, Cash Flows, Descriptive Analytics, Strategic Decision-Making, Transfer Learning, Pandas (Python Package), Simulations
Earn a degree
Degree · 1 - 4 Years
University of Illinois at Urbana-Champaign
Skills you'll gain: Operations Management, Supply Chain, Continuous Improvement Process, Operations, Process Improvement, Supply Chain Management, Instructional Design, Learning Management Systems, Education Software and Technology, Quality Management, Educational Materials, Digital pedagogy, Lean Manufacturing, Business Technologies, Augmented and Virtual Reality (AR/VR), Technology Strategies, Project Management, Needs Assessment, Learning Strategies, Collaboration
Credit offered
Mastertrack · 6 - 12 Months
Universidad de los Andes
Skills you'll gain: Social Network Analysis, Data Presentation, Data Storytelling, Network Analysis, Interactive Data Visualization, Predictive Modeling, Looker (Software), Data Visualization, Dashboard, Marketing Analytics, Cash Flows, Product Marketing, Financial Statement Analysis, Transfer Learning, Applied Machine Learning, Pandas (Python Package), Matplotlib, Random Forest Algorithm, Operations Research, Mathematical Modeling
Credit offered
Mastertrack · 6 - 12 Months

S.P. Jain Institute of Management and Research
Skills you'll gain: Mergers & Acquisitions, Search Engine Marketing, Working Capital, Operations Management, Business Valuation, Design Thinking, Business Strategy, Supply Chain Management, Production Planning, Large Language Modeling, Consumer Behaviour, Performance Analysis, Financial Reporting, Marketing Planning, Team Management, Organizational Change, Change Management, Promotional Strategies, Technical Consulting, Business Analytics
Earn a degree
Degree · 1 - 4 Years