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.

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

Skills you'll gain: 3D Modeling, 3D Assets, Computer Graphic Techniques, Virtual Reality, Game Design
Beginner · Course · 1 - 4 Weeks

University of Leeds
Skills you'll gain: Data Ethics, Data Presentation, Regression Analysis, Web Scraping, Data Storytelling, Statistical Hypothesis Testing, Matplotlib, Bayesian Statistics, Data Analysis, Statistical Machine Learning, Model Evaluation, Exploratory Data Analysis, Classification And Regression Tree (CART), Network Analysis, Statistical Methods, Data Visualization, Applied Machine Learning, Statistical Modeling, Data Preprocessing, Linear Algebra
Earn a degree
Degree · 1 - 4 Years
Universidad de los Andes
Skills you'll gain: Social Network Analysis, Systems Thinking, Reinforcement Learning, Data Storytelling, Unsupervised Learning, Deep Learning, Computer Vision, Predictive Modeling, MLOps (Machine Learning Operations), Time Series Analysis and Forecasting, Marketing Analytics, Data-Driven Decision-Making, Logistic Regression, Cash Flows, Business Analysis, Dashboard, Pandas (Python Package), Simulations, Natural Language Processing, Operations Research
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

Pontificia Universidad Católica de Chile
Skills you'll gain: Model Evaluation, Predictive Analytics, Data Cleansing, Unsupervised Learning, Exploratory Data Analysis, Supervised Learning, Predictive Modeling, Dimensionality Reduction, Data Science, Descriptive Analytics, Plot (Graphics), Data Analysis, Pandas (Python Package), Regression Analysis, Matplotlib, Data Visualization, Visualization (Computer Graphics), Data-Driven Decision-Making, Applied 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, NumPy, Spatial Data Analysis, Statistical Hypothesis Testing, Database Management Systems, Probability, Economics, SQL, Data Compilation, Dimensionality Reduction, Statistical Methods, Statistical Inference, Lifelong Learning, Regression Analysis, Graphing, Surveys, International Finance
Postgraduate Diploma · 6 - 12 Months

Skills you'll gain: Power BI, Azure Synapse Analytics, Microsoft Azure, Governance, Real Time Data, Enterprise Architecture, Application Deployment, Data Architecture, DevOps, Database Architecture and Administration, Data Integration, Data Security, Microsoft 365, Role-Based Access Control (RBAC), Scalability, Collaborative Software, Version Control
Intermediate · Course · 1 - 3 Months

Dartmouth College
Skills you'll gain: Field-Programmable Gate Array (FPGA), Natural Language Processing, Technical Communication, Embedded Systems, Embedded Software, Distributed Computing, Digital Signal Processing, Recurrent Neural Networks (RNNs), Probability & Statistics, Deep Learning, Machine Learning, Image Analysis, Convolutional Neural Networks, Generative AI, Hardware Design, Electronic Systems, Text Mining, Student Support and Services, Electrical Engineering, Professional Development
Earn a degree
Degree · 1 - 4 Years
University of North Texas
Skills you'll gain: Operations Management, Mediation, Model Evaluation, Compensation and Benefits, Organizational Change, Event Management, Grammar, Sales Process, Data Visualization, Marketing Planning, Design Thinking, Public Policies, Global Marketing, Probability & Statistics, Social Studies, Cultural Diversity, Digital Media Strategy, Organizational Leadership, Music History, Sociology
Earn a degree
Degree · 1 - 4 Years

Illinois Institute of Technology
Skills you'll gain: Database Design, Statistical Analysis, Time Series Analysis and Forecasting, Relational Databases, Database Systems, Data Analysis, Database Management, NoSQL, Database Theory, Databases, Database Development, SQL, Big Data, Model Evaluation, Apache Hadoop, Recurrent Neural Networks (RNNs), Database Management Systems, Bayesian Statistics, Statistical Inference, Technical Communication
Earn a degree
Degree · 1 - 4 Years
Universidad de los Andes
Skills you'll gain: Social Network Analysis, Network Analysis, Data Storytelling, Predictive Modeling, Data Presentation, Marketing Analytics, Cash Flows, Product Marketing, Marketing Management, Financial Statement Analysis, Portfolio Management, Interactive Data Visualization, Advertising, Applied Machine Learning, Pandas (Python Package), Matplotlib, Natural Language Processing, Operations Research, Cloud Deployment, Mathematical Modeling
Credit offered
Mastertrack · 6 - 12 Months