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

Skills you'll gain: Model Evaluation, Generative AI, Continuous Monitoring, Google Cloud Platform, Model Deployment, MLOps (Machine Learning Operations), Predictive Modeling, Data Quality
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Gemini, Prompt Engineering, Retrieval-Augmented Generation, Google Workspace, Generative AI, Google Cloud Platform, AI Workflows, Productivity Software, Large Language Modeling, Enterprise Security, Model Evaluation
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Google Ads, Keyword Research, Target Audience, Pay Per Click Advertising, Search Engine Marketing, Advertising Campaigns, Campaign Management, Online Advertising, Digital Advertising, Paid media, Marketing, Digital Marketing
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Data Storytelling, Data Presentation, Rmarkdown, Dashboard, Data Visualization, Data Cleansing, Analytical Skills, Stakeholder Management, Data Ethics, Data Analysis, Interviewing Skills, Ggplot2, Data Validation, Data-Driven Decision-Making, Spreadsheet Software, Google Sheets, Data Integrity, Object Oriented Programming (OOP), Data Structures, Applicant Tracking Systems
Build toward a degree
Beginner · Professional Certificate · 3 - 6 Months

Skills you'll gain: Data Wrangling, Exploratory Data Analysis, Model Evaluation, Data Analysis, Predictive Modeling, Data Pipelines, Data Import/Export, Regression Analysis, Data Science, Pandas (Python Package), Data Manipulation, Predictive Analytics, Data Cleansing, Statistical Analysis, Scikit Learn (Machine Learning Library), Data Preprocessing, Matplotlib, Data Visualization, Scatter Plots, Python Programming
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Generative AI, AI Personalization, Web Content, Web Analytics and SEO, Prompt Engineering, Google Cloud Platform, Content Management, User Experience Design
Beginner · Course · 1 - 4 Weeks

Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Generative AI, AI Personalization, Web Analytics and SEO, Web Content, Prompt Engineering, Google Cloud Platform, User Experience
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: WordPress, Content Management, Web Design, Logo Design, Web Design and Development, Content Creation, Creativity
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: AI Enablement, Responsible AI, Return On Investment, Data Strategy, Business Leadership, Generative AI, Business Strategy, Scalability, Compliance Management, Data-Driven Decision-Making, Artificial Intelligence, Marketing Automation, Human Resources, Solution Design, Information Technology Operations
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Process Analysis, Business Process, Business Analysis, Workflow Management, Process Management, Process Flow Diagrams, Business Process Modeling, Stakeholder Management, Stakeholder Analysis, Computer Literacy
Beginner · Guided Project · Less Than 2 Hours