Les cours en apprentissage automatique peuvent vous aider à comprendre comment construire, entraßner et analyser des modÚles prédictifs. Vous pouvez développer des compétences en préparation des données, choix d'algorithmes, optimisation et évaluation. De nombreux cours utilisent des bibliothÚques courantes pour tester des modÚles.

Google Cloud
Skills you'll gain: Data Analysis, Big Data, Applied Machine Learning, Statistical Inference, Model Evaluation, Google Cloud Platform, Machine Learning Methods, SQL
Beginner · Course · 1 - 4 Weeks
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, Embedded Software, Control Systems, File Systems, Usability Testing, Internet Of Things, Embedded Systems, Human Computer Interaction
Credit offered
Graduate Certificate · 6 - 12 Months
Skills you'll gain: Site Reliability Engineering, Incident Management, AI Security, MLOps (Machine Learning Operations), Model Deployment, Patch Management, Problem Management, DevOps, System Monitoring, Continuous Monitoring, Dependency Analysis, Sprint Retrospectives, Disaster Recovery, Artificial Intelligence, Vulnerability Assessments, Automation, Dashboard
Intermediate · Course · 1 - 4 Weeks
Skills you'll gain: Anomaly Detection, Microsoft Azure, Application Performance Management, Site Reliability Engineering, Time Series Analysis and Forecasting, Generative AI, Query Languages, Data Integration, Process Optimization, Data Analysis, Scalability, User Feedback
Intermediate · Course · 1 - 4 Weeks
Skills you'll gain: Responsible AI, Data Ethics, Organizational Strategy, Artificial Intelligence, Strategic Leadership, Cross-Functional Collaboration, Governance, Artificial Intelligence and Machine Learning (AI/ML), Decision Making, Business Management, Technology Roadmaps, Ethical Standards And Conduct, Data Governance, Enterprise Architecture, Organizational Structure, Strategic Prioritization, Change Management
Intermediate · Course · 1 - 4 Weeks

Pontificia Universidad CatĂłlica de Chile
Skills you'll gain: Model Evaluation, Supervised Learning, Data Visualization, Exploratory Data Analysis, Dimensionality Reduction, Data Cleansing, Descriptive Analytics, Unsupervised Learning, Data Science, Matplotlib, Predictive Modeling, Plot (Graphics), Data Analysis, Database Management, Machine Learning Algorithms, Data Integration, Statistical Machine Learning, Data-Driven Decision-Making, Visualization (Computer Graphics), Scientific Visualization
Credit offered
Mastertrack · 6 - 12 Months

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

Universidad de los Andes
Skills you'll gain: Real-Time Operating Systems, Semantic Web, LangChain, Unsupervised Learning, Cloud-Native Computing, Model Evaluation, Continuous Deployment, Reinforcement Learning, Project Controls, Biomedical Engineering, Computer Vision, Natural Language Processing, MLOps (Machine Learning Operations), Artificial Intelligence, Deep Learning, Linear Algebra, Data Ethics, Control Systems, Generative Adversarial Networks (GANs), Responsible AI
Earn a degree
Degree · 1 - 4 Years
Universidad de los Andes
Skills you'll gain: Social Network Analysis, Systems Thinking, Data Storytelling, Unsupervised Learning, Deep Learning, Reinforcement Learning, Financial Statement Analysis, Predictive Modeling, Computer Vision, Risk Analysis, Time Series Analysis and Forecasting, Project Management Life Cycle, Logistic Regression, Marketing Analytics, MLOps (Machine Learning Operations), Transfer Learning, Descriptive Analytics, Data Cleansing, Simulations, Operations Research
Earn a degree
Degree · 1 - 4 Years
Universidad de los Andes
Skills you'll gain: Social Network Analysis, Network Analysis, Data Storytelling, Financial Statement Analysis, Predictive Modeling, Data Presentation, Financial Modeling, Marketing Analytics, Product Marketing, Marketing Management, Interactive Data Visualization, Transfer Learning, Advertising, Applied Machine Learning, Statistical Machine Learning, Data Cleansing, Random Forest Algorithm, Data Manipulation, Operations Research, Mathematical Modeling
Credit offered
Mastertrack · 6 - 12 Months
Coursera
Skills you'll gain: Responsible AI, Data Ethics, Model Evaluation, Governance, Multimodal Prompts, AI Enablement, Generative AI, Model Deployment, Artificial Intelligence and Machine Learning (AI/ML)
Intermediate · Course · 1 - 4 Weeks