The language used throughout the course, in both instruction and assessments.

Skills you'll gain: Data Modeling, Database Design, Stakeholder Engagement, Dashboard, Business Intelligence, Extract, Transform, Load, Tableau Software, Databases, Data Warehousing, Database Systems, Data Pipelines, Data-Driven Decision-Making, Data Visualization, Interviewing Skills, Business Process, Business Analysis, Professional Development, Google Gemini, Data Analysis, SQL
Build toward a degree
Advanced · Professional Certificate · 3 - 6 Months

Skills you'll gain: Data Storytelling, Data Visualization, Data Presentation, Data Visualization Software, Dashboard, Looker (Software), Data Modeling, Data Access, Business Analytics, UI/UX Strategy, Data Analysis, Data Governance, Performance Tuning, Cloud Services, Self Service Technologies, Version Control
Beginner · Course · 1 - 3 Months

Skills you'll gain: Business Process, Business Process Modeling, Data Processing, Systems Design, Data Pipelines, Data Infrastructure, Data Quality, MLOps (Machine Learning Operations), Google Cloud Platform, Data Modeling, Data Management, Data Warehousing, Machine Learning, Big Data, Scalability, Cloud Security, Performance Tuning
Advanced · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Looker (Software), Dashboard, Data Strategy, Data Modeling, Pivot Tables And Charts, Digital Transformation, Real Time Data, Data Governance, Google Cloud Platform, Data Presentation, Data Management, Cloud Storage, Data Transformation, Data Analysis, Data Storage, Big Data, Data Visualization Software, Database Design, Performance Tuning, Exploratory Data Analysis
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: MLOps (Machine Learning Operations), Data Processing, Data Pipelines, Systems Design, Google Cloud Platform, Data Infrastructure, Data Architecture, Data Analysis, Security Controls, Machine Learning, Data Modeling, Cloud Security, Data Visualization, Data Migration, Data Storage Technologies, Scalability
Advanced · Course · 1 - 3 Months

Microsoft
Skills you'll gain: Microsoft Power Platform, Excel Formulas, Process Flow Diagrams, Business Process Modeling, User Story, Business Requirements, Stakeholder Management, Data Modeling, Microsoft Excel, Software Development Life Cycle, Requirements Analysis, Requirements Elicitation, Quality Management, Pivot Tables And Charts, Microsoft Visio, Power BI, Microsoft Power Automate/Flow, Business Analysis, Scrum (Software Development), Data Analysis
Beginner · Professional Certificate · 3 - 6 Months

University of Michigan
Skills you'll gain: Web Scraping, Data Processing, Data Store, Relational Databases, Data Visualization, JSON, Database Design, SQL, Network Protocols, Databases, Web Services, Restful API, Data Modeling, Programming Principles, Application Programming Interface (API), Database Management, Data Cleansing, Data Structures, Computer Programming, Python Programming
Build toward a degree
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: SAS (Software), Predictive Analytics, Regression Analysis, Statistical Modeling, Business Analytics, Machine Learning Methods, Data Cleansing, Data Mining, Data Modeling, Feature Engineering, Application Deployment, Statistical Analysis, Decision Tree Learning, Data Transformation, Process Flow Diagrams, Artificial Neural Networks, Performance Metric
Mixed · Course · 1 - 3 Months

Skills you'll gain: Stakeholder Engagement, Business Intelligence, Data-Driven Decision-Making, Dashboard, Business Analytics, Real Time Data, Data Integration, Data Modeling, Data Analysis, Key Performance Indicators (KPIs), Business Metrics, Business Process, Project Implementation, Data Pipelines
Advanced · Course · 1 - 4 Weeks

Coursera Project Network
Skills you'll gain: Data Transformation, Power BI, Data Manipulation, Data Cleansing, Dashboard, Data Visualization, Data Import/Export, Interactive Data Visualization, Data Visualization Software, Data Storytelling, Data Modeling, Microsoft Power Platform
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Real Time Data, Kibana, Query Languages, Data Modeling, Distributed Computing, SQL, NoSQL, Application Programming Interface (API), Scalability, JSON, Performance Tuning, System Configuration, Geospatial Information and Technology
Mixed · Course · 1 - 3 Months

University of Toronto
Skills you'll gain: ArcGIS, Spatial Data Analysis, Spatial Analysis, Geographic Information Systems, Geospatial Mapping, GIS Software, Data Mapping, Geospatial Information and Technology, Data Visualization, Metadata Management, Query Languages, Global Positioning Systems, Quantitative Research, Data Compilation, Typography, Data Manipulation, Data Storytelling, Data Modeling, Design Elements And Principles, Image Analysis
Beginner · Specialization · 3 - 6 Months