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 Michigan
Skills you'll gain: Energy and Utilities, Automation, Social Sciences, Social Impact, Electric Power Systems, Augmented and Virtual Reality (AR/VR), Economics, Policy, and Social Studies, Interactive Learning, Socioeconomics, Sustainable Development, Social Justice, Sustainable Technologies, Policy Analysis, Transportation Operations, Emerging Technologies, Environmental Issue
Beginner · Course · 1 - 3 Months

Skills you'll gain: Social Media, Social Media Marketing, Market Research, User Research
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: 3D Assets, 3D Modeling, Unreal Engine, Computer Graphics, Visualization (Computer Graphics), Computer Graphic Techniques, Animation and Game Design, Data Import/Export, Model Optimization, Graphical Tools, Editing, User Interface (UI), File Management
Beginner · Course · 1 - 3 Months

Skills you'll gain: Data Cleansing, Analytical Skills, Data Wrangling, SQL, Data Analysis, Data Manipulation, Data Transformation, Query Languages, Problem Solving, Case Studies, Analytics, GitHub, Exploratory Data Analysis, Relational Databases, Analytical Testing, Data Modeling
Beginner · Course · 1 - 3 Months

Skills you'll gain: SQL, SAS (Software), Metadata Management, Data Integrity, Data Maintenance, Query Languages, Relational Databases, Data Manipulation, Data Analysis Software, Database Management, Data Transformation, Data-Driven Decision-Making, Performance Tuning, Data Governance, Debugging, Data Wrangling, Data Analysis, Data Processing, Computational Logic, Data Management
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Object Oriented Programming (OOP), File I/O, Python Programming, Data Structures, Scripting, Web Development, Data Persistence, Full-Stack Web Development, Automation, Programming Principles, Program Development, Code Reusability, File Systems, Data Manipulation, Computational Logic, File Management, Debugging, Application Deployment, Development Environment
Beginner · Course · 1 - 3 Months

Coursera
Skills you'll gain: Extract, Transform, Load, Data Pipelines, Apache Airflow, Spatial Data Analysis, GIS Software, Geospatial Information and Technology, Geographic Information Systems, Data Transformation, PostgreSQL, System Monitoring, Continuous Monitoring, Python Programming
Beginner · Course · 1 - 4 Weeks

Packt
Skills you'll gain: Spatial Data Analysis, Geographic Information Systems, Package and Software Management, Scripting, Statistical Analysis, Probability & Statistics, Statistical Methods, JSON, Image Analysis, Data Validation, Web Scraping, Intelligence Collection and Analysis, Data Analysis, Statistics, Python Programming, Correlation Analysis, Data Processing, Restful API, File Transfer Protocol (FTP), Open Source Technology
Beginner · Course · 1 - 3 Months

Skills you'll gain: Google Gemini, Model Deployment, Development Environment, Gemini, Cloud Deployment, LLM Application, Artificial Intelligence, Large Language Modeling, Generative AI, Application Deployment, AI Workflows, AI Personalization, AI Integrations, Application Development, Software Architecture, AI literacy, Software Development Tools, Software Installation
Beginner · Course · 1 - 3 Months

Skills you'll gain: Kibana, Dashboard Creation, Dashboard, Interactive Data Visualization, Data Visualization, Data Visualization Software, Grafana, Graphing, Data Analysis, Splunk, Real Time Data, Exploratory Data Analysis, Anomaly Detection, Applied Machine Learning, Time Series Analysis and Forecasting, Query Languages, SQL, Machine Learning Algorithms, Qualitative Research
Beginner · Course · 1 - 3 Months

Skills you'll gain: Responsible AI, Key Performance Indicators (KPIs), Cross-Functional Collaboration, Performance Measurement, Team Oriented, Cross-Functional Team Leadership, Compliance Management, Dashboard, Accountability, Continuous Monitoring, Regulatory Compliance, Dashboard Creation, Data Ethics, Governance Risk Management and Compliance, Governance, Performance Metric, Accountability Frameworks, Compliance Reporting, Regulatory Requirements, Law, Regulation, and Compliance
Beginner · Course · 1 - 4 Weeks

Pragmatic AI Labs
Skills you'll gain: Amazon Bedrock, Token Optimization, Generative AI, AWS SageMaker, Retrieval-Augmented Generation, LLM Application, Large Language Modeling, AI literacy, Amazon Web Services, Amazon Elastic Compute Cloud, No-Code Development, AI Integrations, Model Deployment, Model Optimization, Technology Solutions, Rust (Programming Language), Package and Software Management
Beginner · Course · 1 - 4 Weeks