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.

Universitat de Barcelona
Skills you'll gain: Digital pedagogy, Teaching, Education and Training, Pedagogy, Student Engagement, Interactive Learning, Instructional Strategies, Collaboration, Case Studies, Student-Centred Learning, Innovation, Higher Education, Driving engagement, Problem Solving, Game Design, Critical Thinking and Problem Solving
Mixed Ā· Course Ā· 1 - 3 Months

University of California, Irvine
Skills you'll gain: Peer Review, Writing, Editing, Writing and Editing, Style Guides
Mixed Ā· Course Ā· 1 - 3 Months

University of Washington
Skills you'll gain: Other Programming Languages, Software Design, Ruby (Programming Language), Programming Principles, Data Structures, Computer Programming, Functional Design, Code Reusability
Intermediate Ā· Course Ā· 1 - 4 Weeks

University of Minnesota
Skills you'll gain: Enterprise Resource Planning, Business Systems, Change Management, Business Software, Organizational Change, System Implementation, IT Management, Enterprise Application Management, Business Process, Business Process Management, Case Studies, Business Management, Business Strategy
Beginner Ā· Course Ā· 1 - 3 Months

Deep Teaching Solutions
Skills you'll gain: Lesson Planning, Critical Thinking, Classroom Management, Stress Management, Instructional Strategies, Teaching, Education and Training, Student Engagement, Blended Learning, Cognitive flexibility, Differentiated Instruction, Human Learning, Learning Strategies, Interactive Learning, Pedagogy, Lecturing, Course Development, Learning Theory, Digital pedagogy, Learning Styles
Beginner Ā· Specialization Ā· 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Model Evaluation, Machine Learning Algorithms, Data Visualization, Model Optimization, Scikit Learn (Machine Learning Library), Matplotlib, Data Literacy, Tableau Software, Plot (Graphics), Data Presentation, Interactive Data Visualization, Data Visualization Software, Unsupervised Learning, Exploratory Data Analysis, Pandas (Python Package), Seaborn, Data Preprocessing, Model Training, Machine Learning, Python Programming
Build toward a degree
Intermediate Ā· Specialization Ā· 3 - 6 Months

Skills you'll gain: SQL, Relational Databases, Microsoft SQL Servers, MySQL, Query Languages, Database Systems, Databases, Database Design, Database Management, Stored Procedure, IBM DB2, Database Development, Data Manipulation, Data Analysis, Transaction Processing
Beginner Ā· Course Ā· 1 - 3 Months

Duke University
Skills you'll gain: Pandas (Python Package), MLOps (Machine Learning Operations), NumPy, Unit Testing, Model Deployment, Data Manipulation, Test Script Development, Software Testing, Data Import/Export, Applied Machine Learning, Test Automation, Data Wrangling, Python Programming, Code Reusability, Data Processing, Debugging, Data Structures, Machine Learning, Object Oriented Programming (OOP), Scripting
Intermediate Ā· Course Ā· 1 - 3 Months

DeepLearning.AI
Skills you'll gain: Retrieval-Augmented Generation, LangChain, LLM Application, Large Language Modeling, Embeddings, Data Processing, Data Store, Data Access, Vector Databases, Prompt Engineering, Document Management
Beginner Ā· Project Ā· Less Than 2 Hours

University of London
Skills you'll gain: Literacy, English Language, Language Learning, Vocabulary, Grammar
Intermediate Ā· Course Ā· 1 - 3 Months

Skills you'll gain: Model Evaluation, Technical Communication, Technical Product Management, Workflow Management, Program Evaluation, Performance Metric, Agile Project Management, Data Analysis, Agile Methodology, Project Management, Analytics, Stakeholder Communications, Project Performance, Data-Driven Decision-Making, AI Integrations, Machine Learning, Large Language Modeling, R Programming, Data Visualization
Intermediate Ā· Course Ā· 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Cloud Platform, MLOps (Machine Learning Operations), Model Evaluation, Model Training, AI Workflows, Model Deployment, Data Management, Data Store, Information Management, Model Optimization, Workflow Management, Enterprise Modeling, Data Pipelines, Machine Learning Methods, Data Preprocessing, Applied Machine Learning, Machine Learning, AI Personalization
Intermediate Ā· Course Ā· 1 - 3 Months