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: Model Evaluation, Data Mining, Unsupervised Learning, Supervised Learning, Deep Learning, Service Level, Probability, Statistical Modeling, Recurrent Neural Networks (RNNs), Machine Learning Algorithms, Applied Machine Learning, Anomaly Detection, Statistical Inference, Statistical Hypothesis Testing, Statistical Machine Learning, Exploratory Data Analysis, Dimensionality Reduction, Performance Testing, Bash (Scripting Language), Data Science
Credit offered
Graduate Certificate · 6 - 12 Months
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, Human Computer Interaction, Embedded Software, Control Systems, File Systems, Internet Of Things, User Interface (UI), Embedded Systems
Credit offered
Graduate Certificate · 6 - 12 Months

Universidad de los Andes
Skills you'll gain: Real-Time Operating Systems, Semantic Web, Supervised Learning, LLM Application, Unsupervised Learning, Cloud-Native Computing, Continuous Deployment, Model Evaluation, Reinforcement Learning, Deep Learning, Biomedical Engineering, Computer Vision, Natural Language Processing, MLOps (Machine Learning Operations), Cost Management, Artificial Intelligence, Game Theory, Data Ethics, Recurrent Neural Networks (RNNs), Probability & Statistics
Earn a degree
Degree · 1 - 4 Years
Universidad de los Andes
Skills you'll gain: Social Network Analysis, Systems Thinking, Unsupervised Learning, Data Storytelling, Deep Learning, Reinforcement Learning, Financial Statement Analysis, Computer Vision, Time Series Analysis and Forecasting, Predictive Modeling, Project Management Life Cycle, Marketing Analytics, MLOps (Machine Learning Operations), Logistic Regression, Transfer Learning, Strategic Decision-Making, Simulations, Descriptive Analytics, Data Cleansing, Operations Research
Earn a degree
Degree · 1 - 4 Years
Universidad de los Andes
Skills you'll gain: User Story, Supervised Learning, LLM Application, Unsupervised Learning, Cloud-Native Computing, Continuous Deployment, Software Testing, Model Evaluation, Agile Software Development, Process Analysis, Dashboard, Deep Learning, Angular, Infrastructure As A Service (IaaS), API Design, Software Architecture, Cost Management, Design Thinking, Internet Of Things, Security Requirements Analysis
Earn a degree
Degree · 1 - 4 Years

Northeastern University
Skills you'll gain: Data Storytelling, Data Warehousing, Unsupervised Learning, Database Design, Data Governance, Data Mining, Interactive Data Visualization, Generative AI, Web Scraping, Plotly, Operations Research, Supervised Learning, NoSQL, Database Theory, Exploratory Data Analysis, Extract, Transform, Load, Database Management, Database Systems, Time Series Analysis and Forecasting, Natural Language Processing
Earn a degree
Degree · 1 - 4 Years

Pontificia Universidad Católica de Chile
Skills you'll gain: Predictive Analytics, Unsupervised Learning, Data Cleansing, Model Evaluation, Regression Analysis, Dimensionality Reduction, Descriptive Analytics, Supervised Learning, Plot (Graphics), Matplotlib, Predictive Modeling, Exploratory Data Analysis, Data Science, Visualization (Computer Graphics), Data Visualization, Time Series Analysis and Forecasting, Data Analysis, Pandas (Python Package), Statistical Machine Learning, Data Visualization Software
Credit offered
Mastertrack · 6 - 12 Months

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

University of Colorado Boulder
Skills you'll gain: User Story, New Product Development, Real-Time Operating Systems, Model Based Systems Engineering, Model Evaluation, Field-Programmable Gate Array (FPGA), Failure Analysis, Sustainable Business, Data Mining, Delegation Skills, Object Oriented Design, Sampling (Statistics), Proposal Writing, Supplier Management, Accountability, Data Ethics, Sustainability Reporting, Database Design, Unsupervised Learning, Supervised Learning
Earn a degree
Degree · 1 - 4 Years

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

University of Leeds
Skills you'll gain: Data Ethics, Regression Analysis, Statistical Hypothesis Testing, Exploratory Data Analysis, Bayesian Statistics, Statistical Machine Learning, Model Evaluation, Statistical Visualization, Classification And Regression Tree (CART), Network Analysis, Statistical Methods, Planning, Applied Machine Learning, Data Manipulation, Data Analysis, Statistical Modeling, Linear Algebra, File I/O, Data Preprocessing, Object Oriented Programming (OOP)
Earn a degree
Degree · 1 - 4 Years