University of Minnesota
Skills you'll gain: Model Evaluation, Decision Support Systems, Business Metrics, Test Data, Performance Metric, Data Collection, Performance Measurement, Benchmarking, A/B Testing, Data-Driven Decision-Making, Predictive Analytics, Product Assortment
Mixed · Course · 1 - 3 Months

Skills you'll gain: Customer Insights, Customer Analysis, User Feedback, Customer experience strategy (CX), Customer experience improvement, Customer Service, Market Research, Branding, Advertising, Public Relations
Beginner · Guided Project · Less Than 2 Hours

Columbia University
Skills you'll gain: Statistical Inference, Regression Analysis, Applied Machine Learning, Statistical Methods, Statistical Machine Learning, Statistical Analysis, Statistical Hypothesis Testing, Statistical Modeling, Machine Learning, Experimentation, Data Collection, Probability & Statistics, Research Design
Advanced · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Model Training, Google Cloud Platform, AI Workflows, Data Management, Data Governance, Machine Learning Methods, Machine Learning Software, Model Optimization, Workflow Management, Data Store, Tensorflow, Data Preprocessing, Applied Machine Learning, Data Pipelines, Machine Learning, Predictive Modeling, Cloud Computing
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Microsoft Excel, Excel Formulas, Pivot Tables And Charts, Financial Data, Financial Analysis, Cash Flows, Data-Driven Decision-Making, Data Manipulation
Beginner · Course · 1 - 4 Weeks

University of Maryland, College Park
Skills you'll gain: Customer Retention, Customer Acquisition Management, Customer Analysis, Marketing Channel, Customer Engagement, Customer Relationship Building, Customer Relationship Management, Brand Loyalty, Business-To-Consumer, Cross-Channel Marketing, Marketing Effectiveness, Customer Data Management, B2B Sales, Target Market, Operating Cost, Analytics, Strategic Decision-Making
Beginner · Course · 1 - 4 Weeks

University of Maryland, College Park
Skills you'll gain: Product Lifecycle Management, Enterprise Architecture, AI Product Strategy, Product Management, Product Planning, Responsible AI, Innovation, New Product Development, Product Strategy, User Research, Scalability, Design Thinking, Lean Methodologies, Project Portfolio Management, Product Lining, Agile Product Development, Governance, Product Development, Resource Management, Brand Management
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Google Analytics, Dashboard Creation, Data Storytelling, Content Performance Analysis, Data Validation, Stakeholder Engagement, Statistical Modeling, Search Engine Optimization, Marketing Analytics, Web Analytics, Marketing Automation, Data Visualization, Customer Insights, Data-Driven Decision-Making, Campaign Management, Key Performance Indicators (KPIs), Predictive Analytics, Performance Measurement, Return On Investment, Artificial Intelligence
Intermediate · Specialization · 3 - 6 Months

AI CERTs
Skills you'll gain: Stakeholder Engagement
Beginner · Course · 1 - 3 Months

Skills you'll gain: Web Analytics, Content Performance Analysis, Developing Training Materials, Employee Training, Training and Development, Learning Management Systems, Content Management, People Analytics, Content Management Systems, Training Programs, Content Creation, Writing
Beginner · Guided Project · Less Than 2 Hours
Emory University
Skills you'll gain: Marketing Channel, Cross-Channel Marketing, Marketing Strategies, Strategic Marketing, E-Commerce, Marketing, New Business Development, B2B Sales, Business Relationship Management, Market Dynamics, Brand Management, Relationship Management, Coordination, Case Studies
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Instagram, Social Media, Social Media Management, Social Media Marketing, Advertising, Target Audience, Social Media Content, Facebook, Social Media Strategy
Beginner · Guided Project · Less Than 2 Hours