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.

Microsoft
Skills you'll gain: Responsible AI, MLOps (Machine Learning Operations), Data Ethics, Azure DevOps Pipelines, Azure DevOps, Model Deployment, Generative AI, AI Workflows, Microsoft Azure, Application Lifecycle Management, CI/CD, Version Control, System Monitoring, Continuous Monitoring
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, LLM Application, Model Deployment, Large Language Modeling, ChatGPT, Application Design, Microsoft Azure, Embeddings, Application Performance Management, Cloud Management, Cloud Deployment, Model Evaluation, Semantic Web
Intermediate · Course · 1 - 4 Weeks
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, Embedded Software, Control Systems, File Systems, Usability Testing, Internet Of Things, Embedded Systems, Human Computer Interaction
Credit offered
Graduate Certificate · 6 - 12 Months

Pontificia Universidad Católica de Chile
Skills you'll gain: Predictive Analytics, Unsupervised Learning, Data Cleansing, Matplotlib, Model Evaluation, Regression Analysis, Dimensionality Reduction, Data Analysis, Descriptive Analytics, Supervised Learning, Plot (Graphics), Exploratory Data Analysis, Data Science, Visualization (Computer Graphics), Pandas (Python Package), Data Visualization, Time Series Analysis and Forecasting, Predictive Modeling, Statistical Machine Learning, Data Visualization Software
Credit offered
Mastertrack · 6 - 12 Months
Universidad de los Andes
Skills you'll gain: Social Network Analysis, Systems Thinking, Data Storytelling, Unsupervised Learning, Computer Vision, Reinforcement Learning, Project Management Life Cycle, Time Series Analysis and Forecasting, Strategic Decision-Making, Deep Learning, Portfolio Management, Marketing Analytics, MLOps (Machine Learning Operations), Simulations, Logistic Regression, Verification And Validation, Statistical Machine Learning, Transfer Learning, Descriptive Analytics, Operations Research
Earn a degree
Degree · 1 - 4 Years

Universidad de los Andes
Skills you'll gain: Real-Time Operating Systems, Semantic Web, LLM Application, Unsupervised Learning, Cloud-Native Computing, Model Evaluation, Continuous Deployment, Computer Vision, Reinforcement Learning, Project Closure, Deep Learning, Natural Language Processing, MLOps (Machine Learning Operations), Biomedical Engineering, Artificial Intelligence, Recurrent Neural Networks (RNNs), Responsible AI, Game Theory, Probability & Statistics, Model Deployment
Earn a degree
Degree · 1 - 4 Years

University of Leeds
Skills you'll gain: Data Ethics, Data Presentation, Regression Analysis, Data Storytelling, Statistical Hypothesis Testing, Exploratory Data Analysis, Bayesian Statistics, Statistical Machine Learning, Model Evaluation, Statistical Visualization, Classification And Regression Tree (CART), Network Analysis, Statistical Methods, Applied Machine Learning, Data Manipulation, Statistical Modeling, Linear Algebra, File I/O, Data Preprocessing, Object Oriented Programming (OOP)
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, Digital pedagogy, Lean Manufacturing, Business Technologies, Process Capability, Augmented and Virtual Reality (AR/VR), Solution Design, Technology Strategies, Systems Analysis, System Implementation, Requirements Analysis
Credit offered
Mastertrack · 6 - 12 Months

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: Large Language Modeling, Database Design, Data Ethics, Customer Analysis, Descriptive Analytics, Revenue Management, FinTech, Spatial Data Analysis, Social Network Analysis, People Analytics, Time Series Analysis and Forecasting, Predictive Analytics, Biostatistics, Social Determinants Of Health, Unsupervised Learning, Gerontology, Governance, Matplotlib, Deep Learning, Bayesian Statistics
Earn a degree
Degree · 1 - 4 Years
Universidad de los Andes
Skills you'll gain: User Story, LLM Application, Unsupervised Learning, Test Automation, Cloud-Native Computing, Process Analysis, Model Evaluation, Continuous Deployment, Agile Software Development, Project Closure, Dashboard, Deep Learning, Design Thinking, Infrastructure As A Service (IaaS), API Design, Software Architecture, Internet Of Things, Security Requirements Analysis, Angular, Microservices
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, 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