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 Alberta
Skills you'll gain: Physics, Storytelling, Scientific Methods, Science and Research, General Science and Research, Simulations, Systems Of Measurement, Scientific Visualization
Beginner · Course · 1 - 3 Months

University of California San Diego
Skills you'll gain: Algorithms, Network Routing, Network Model, Graph Theory, Operations Research, Network Analysis, Theoretical Computer Science, Data Structures, Computational Thinking, Linear Algebra, Data Processing, Computer Science, Image Analysis, Python Programming
Advanced · Course · 1 - 3 Months

UNSW Sydney (The University of New South Wales)
Skills you'll gain: Image Analysis, Unsupervised Learning, Geospatial Information and Technology, Machine Learning Methods, Computer Vision, Feature Engineering, Spatial Analysis, Machine Learning, Dimensionality Reduction, Convolutional Neural Networks, Deep Learning, Supervised Learning, Classification Algorithms, Probability & Statistics, Artificial Neural Networks
Intermediate · Course · 3 - 6 Months

Scrimba
Skills you'll gain: Mobile Development, ChatGPT, Debugging, Prototyping, Application Deployment, Software Documentation, HTML and CSS, Web Development, Front-End Web Development, Web Applications, Artificial Intelligence, AI Enablement, Javascript, Computer Programming, UI Components, Cascading Style Sheets (CSS), Machine Learning
Beginner · Course · 1 - 3 Months

Institute for the Future
Skills you'll gain: Visionary, Forecasting, Innovation, Proactivity, Strategic Thinking, Creative Thinking, Optimism, Systems Thinking, Independent Thinking, Cognitive flexibility, Trend Analysis, Creativity, Leadership, Analysis
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: SQL, Relational Databases, MySQL, Databases, Query Languages, Database Management, Stored Procedure, IBM DB2, Data Access, Data Analysis, Data Manipulation, Data Integrity, Transaction Processing
Beginner · Course · 1 - 3 Months

University of California, Irvine
Skills you'll gain: Peer Review, Instructional Design, Instructional Strategies, Collaborative Software, Course Development, Education Software and Technology, Learning Management Systems, Curriculum Development, Digital pedagogy, Blended Learning, Educational Materials, Teaching, Virtual Environment, Augmented Reality, Performance Testing, Game Design, Differentiated Instruction, Student Engagement, Collaboration, Planning
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Unsupervised Learning, Machine Learning Algorithms, Applied Machine Learning, Machine Learning, Scikit Learn (Machine Learning Library), Statistical Methods, Dimensionality Reduction, Algorithms, NumPy, Python Programming
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Continuous Deployment, R Programming, Dashboard, Health Informatics, Applied Machine Learning, Continuous Monitoring, Predictive Modeling, Docker (Software), Application Programming Interface (API)
Intermediate · Guided Project · Less Than 2 Hours

The Hong Kong University of Science and Technology
Skills you'll gain: Business Ethics, Business Communication, English Language, Intercultural Competence, Public Speaking, Verbal Communication Skills, Cultural Diversity, Business Writing, Business, Vocabulary, Cultural Sensitivity, Negotiation
Mixed · Course · 1 - 3 Months

Macquarie University
Skills you'll gain: Organizational Leadership, Team Leadership, Dealing With Ambiguity, Business Leadership, Leadership Development, Culture Transformation, Strategic Leadership, Leadership, Teamwork, Leadership and Management, Organizational Change, Cognitive flexibility, Industrial and Organizational Psychology, Adaptability, Staff Management, Emotional Intelligence, Decision Making, Self-Awareness, Communication
Beginner · Course · 1 - 3 Months

Duke University
Skills you'll gain: Prompt Engineering, Generative AI, Retrieval-Augmented Generation, Generative Model Architectures, ChatGPT, OpenAI, Multimodal Prompts, Large Language Modeling, OpenAI API, Hugging Face, Responsible AI, GitHub, Python Programming, Machine Learning
Beginner · Course · 1 - 4 Weeks