The language used throughout the course, in both instruction and assessments.
Duke University
Skills you'll gain: Data Ethics, Exploratory Data Analysis, Web Scraping, Ggplot2, Data Visualization Software, Tidyverse (R Package), Data Visualization, Data Analysis, Responsible AI, Data Transformation, Statistical Methods, Data Science, Data Wrangling, R Programming, Data Cleansing, GitHub, Data Manipulation, Data Collection, Data Presentation, Version Control
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Pandas (Python Package), Data Visualization, Data Manipulation, Data Cleansing, Matplotlib, Text Mining, Exploratory Data Analysis, Data Analysis, Python Programming
Beginner · Guided Project · Less Than 2 Hours

University of Colorado Boulder
Skills you'll gain: Sampling (Statistics), Engineering Management, Data-Driven Decision-Making, Descriptive Statistics, Statistical Hypothesis Testing, Estimation, Data Analysis, Statistical Visualization, Probability Distribution, Statistical Software, Statistics, Sample Size Determination, Correlation Analysis, Data Visualization, R (Software), Statistical Analysis, Leadership and Management, Technical Management, Probability, Problem Solving
Build toward a degree
Beginner · Specialization · 3 - 6 Months

University of Michigan
Skills you'll gain: Health Equity, Health Disparities, Social Determinants Of Health, Health Policy, Public Health, Economics, Policy, and Social Studies, Socioeconomics, Social Justice, Community Health, Stress Management, Health Care, Mental and Behavioral Health, Occupational Health, Psychology, Environmental Issue
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Data Visualization, Regression Analysis, Scikit Learn (Machine Learning Library), Feature Engineering, Data Cleansing, Predictive Modeling, Data Analysis, Statistical Modeling, Supervised Learning, Machine Learning, Python Programming
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Social Media Marketing, Social Media, Digital Media Strategy, Content Creation, Search Engine Optimization, Social Media Strategy, Content Marketing, Guest Relations, Hospitality, Web Analytics and SEO, Digital Marketing, Instagram, Return On Investment, Customer Engagement
Intermediate · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Market Dynamics, Business Economics, Economics, Business Operations, Supply And Demand, Price Negotiation, Business Strategy, Market Analysis, Competitive Analysis, Consumer Behaviour, Decision Making
Beginner · Course · 1 - 4 Weeks

California Institute of the Arts
Skills you'll gain: Business Planning, Risk Management, Business Strategy, Peer Review, Financial Modeling, Entrepreneurship, Business Development, Branding, Service Design, Budgeting, Market Analysis
Intermediate · Course · 1 - 3 Months

Universidad Austral
Skills you'll gain: Natural Language Processing, Data Processing, Text Mining, Pandas (Python Package), Analysis, Big Data, Unstructured Data, Algorithms
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Google Gemini, Big Data, Google Cloud Platform, Marketing Analytics, Generative AI, Data Analysis, Machine Learning Methods, Predictive Analytics, Forecasting, SQL
Beginner · Course · 1 - 4 Weeks
Rice University
Skills you'll gain: Pivot Tables And Charts, Excel Formulas, Graphing, Microsoft Excel, Spreadsheet Software, Data Analysis, Histogram, Scatter Plots, Data Import/Export, Data Manipulation, Data Management
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: PyTorch (Machine Learning Library), Natural Language Processing, Generative AI, Deep Learning, Dimensionality Reduction, Text Mining, Network Model, Unsupervised Learning, Supervised Learning, Google Cloud Platform, Machine Learning, Computer Vision, Flask (Web Framework), Application Deployment
Intermediate · Course · 1 - 3 Months