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: Reinforcement Learning, Machine Learning Methods, Deep Learning, Feature Engineering, Machine Learning Algorithms, Machine Learning, Supervised Learning, Artificial Neural Networks, Model Training, Algorithms, Pseudocode, Linear Algebra, Network Architecture, Probability Distribution
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Solution Architecture, Systems Design, Architectural Drawing, Software Design, Artificial Intelligence and Machine Learning (AI/ML), Design Specifications, Dataflow, Data Store, Functional Specification, Diagram Design, Data Pipelines
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Machine Learning Methods, Autoencoders, Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Scientific Visualization, Classification Algorithms, Model Training, Model Evaluation
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Model Optimization, Fine-tuning, Model Deployment, Data Preprocessing, Model Training, Model Evaluation, Technical Communication, Computer Vision, Image Analysis, Application Deployment, Technical Documentation, Technical Writing, Professional Development, Professional Networking, Artificial Intelligence and Machine Learning (AI/ML), Data Pipelines, Storytelling
Intermediate · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Vector Databases, Image Analysis, Applied Machine Learning, Embeddings, Docker (Software), Data Import/Export, Containerization, Retrieval-Augmented Generation, Query Languages, Model Evaluation, Database Design, Data Modeling, Verification And Validation
Intermediate · Course · 1 - 4 Weeks

Imperial College London
Skills you'll gain: Tensorflow, Generative AI, Recurrent Neural Networks (RNNs), Autoencoders, Generative Model Architectures, Data Pipelines, Keras (Neural Network Library), Model Evaluation, Deep Learning, Image Analysis, Model Training, Bayesian Network, Transfer Learning, Convolutional Neural Networks, Computer Programming, Model Optimization, Data Validation, Applied Machine Learning, Bayesian Statistics, Supervised Learning
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Decision Intelligence, Decision Making, Strategic Decision-Making, Data-Driven Decision-Making, Analytical Skills, Portfolio Management, Interviewing Skills, Data Analysis, Predictive Modeling, Data Presentation, Business Writing, Goal Setting, Artificial Intelligence, Business Communication, Strategic Communication, Stakeholder Communications, Machine Learning, Model Evaluation
Intermediate · Course · 1 - 4 Weeks

John Wiley & Sons
Skills you'll gain: Predictive Analytics, Patient Safety, Health Informatics, Patient-centered Care, Predictive Modeling, Clinical Leadership, Care Management, Nursing and Patient Care, Health Care, Data-Driven Decision-Making, Data Storytelling, Health Care Administration, Health Technology, Data Collection, Business Leadership, Data Analysis, Healthcare Industry Knowledge, Applied Machine Learning, Data Quality, Safety Standards
Intermediate · Course · 1 - 3 Months

John Wiley & Sons
Skills you'll gain: Responsible AI, AI Personalization, Data Ethics, Data-Driven Marketing, Marketing Automation, MarTech, Marketing Operations, Marketing, Personalized Campaigns, Marketing Strategies, Marketing Analytics, Marketing Effectiveness, Generative AI, Marketing Planning, Machine Learning, Artificial Intelligence, Performance marketing, Customer Engagement, Data Analysis, Web Analytics and SEO
Beginner · Course · 3 - 6 Months

Rice University
Skills you'll gain: Data Visualization Software, File I/O, Data Visualization, Plot (Graphics), Package and Software Management, Python Programming, Data Cleansing, Programming Principles, Data Processing, Data Mapping, Data Manipulation, Code Reusability, Data Dictionary, Software Installation, Development Environment, Data Access, Computational Logic, Data Wrangling, Data Structures, Data Analysis
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Data Ethics, Responsible AI, Information Privacy, Personally Identifiable Information, AI literacy, Digital Transformation, Cyber Governance, AI Product Strategy, AI Enablement, Artificial Intelligence, Law, Regulation, and Compliance, Business Ethics, Ethical Standards And Conduct, Artificial Intelligence and Machine Learning (AI/ML), Generative AI
Beginner · Course · 3 - 6 Months

Coursera
Skills you'll gain: Stakeholder Communications, Stakeholder Management, Stakeholder Engagement, Executive Presence, Professional Development, Leadership and Management, Business Leadership, Technical Management, Enterprise Architecture, Solution Architecture, Personal Development, Business Communication, Strategic Thinking, Generative AI, Communication, Risk Management, Cloud Computing, Machine Learning
Intermediate · Course · 1 - 4 Weeks