
University of Colorado Boulder
Skills you'll gain: Matplotlib, Seaborn, Plot (Graphics), Pandas (Python Package), NumPy, Data Visualization Software, Data Visualization, Data Manipulation, Data Science, Histogram, Package and Software Management, Data Import/Export, Python Programming
Intermediate · Course · 1 - 4 Weeks

Illinois Tech
Skills you'll gain: Time Series Analysis and Forecasting, Statistical Analysis, Machine Learning Algorithms, Data Analysis, Data Visualization, Exploratory Data Analysis, Data Science, Statistical Programming, Statistical Machine Learning, Statistical Methods, Data Cleansing, Analytics, R (Software), Statistical Software, Applied Machine Learning, Regression Analysis, Probability & Statistics, Forecasting, Statistical Modeling, Machine Learning
Build toward a degree
Intermediate · Specialization · 3 - 6 Months
Skills you'll gain: Extract, Transform, Load, Data Analysis, Jupyter, Data Visualization, Unsupervised Learning, Applied Machine Learning, Statistical Analysis, Exploratory Data Analysis, Machine Learning, Business Analytics, Analytical Skills, Data Manipulation, Data Cleansing, Data Processing, Trend Analysis, Data Storytelling, Project Scoping, Business Priorities, Business Analysis, Classification And Regression Tree (CART)
Intermediate · Professional Certificate · 3 - 6 Months

University of Colorado Boulder
Skills you'll gain: Value Propositions, Social Media Marketing, Strategic Planning, Social Media Strategy, Search Engine Optimization, Competitive Analysis, Digital Media Strategy, Web Analytics and SEO, Business Modeling, Marketing Strategy and Techniques, Business Strategy, Market Analysis, Content Marketing, Paid media, Digital Marketing, Email Marketing, Google Ads, Video Production
Build toward a degree
Beginner · Course · 1 - 3 Months

Kennesaw State University
Skills you'll gain: Digital Advertising, Marketing, MarTech, Sales, Social Media, Marketing Strategy and Techniques, Digital Marketing, Real Time Data, Promotional Strategies, E-Commerce, Emerging Technologies, Customer Relationship Building
Beginner · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Environmental Monitoring, Global Positioning Systems, Environmental Science, Environment, Physical Science, Climate Change Programs, Geographic Information Systems, Scientific Methods, Science and Research, Physics, Emerging Technologies
Beginner · Course · 1 - 4 Weeks

University of California, Davis
Skills you'll gain: Social Network Analysis, Data Wrangling, Natural Language Processing, Web Scraping, Databases, Social Sciences, Data Collection, Simulations, Big Data, Machine Learning, Computational Thinking, IBM Cloud
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Extract, Transform, Load, Data Validation, Data Transformation, Applied Machine Learning, Object-Relational Mapping, Data Wrangling, Data Cleansing, Data Manipulation, Data Integration, Web Scraping, Data Quality, Data Pipelines, Pandas (Python Package), Descriptive Statistics, Data Modeling, Data Science, Python Programming, Scikit Learn (Machine Learning Library), Extensible Markup Language (XML), Data Analysis
Beginner · Specialization · 1 - 4 Weeks

Università di Napoli Federico II
Skills you'll gain: PyTorch (Machine Learning Library), NumPy, Image Analysis, Pandas (Python Package), Matplotlib, Artificial Neural Networks, Deep Learning, Computer Vision, Keras (Neural Network Library), Jupyter, Data Manipulation, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Python Programming, Data Science, Scikit Learn (Machine Learning Library)
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Marketing Analytics, Bayesian Statistics, Descriptive Statistics, Marketing Effectiveness, Statistical Hypothesis Testing, A/B Testing, Target Audience, Marketing Strategies, Marketing Planning, Statistical Inference, Sampling (Statistics), Data Collection, Data Modeling, Statistics, Advertising Campaigns, Campaign Management, Data Presentation, Marketing, Analytics, Web Analytics
Intermediate · Specialization · 3 - 6 Months

University of Michigan
Skills you'll gain: Physics, Mechanical Engineering, Engineering Calculations, Chemical Engineering, Engineering Analysis, Electrical Power, Applied Mathematics
Beginner · Course · 1 - 4 Weeks

The University of Edinburgh
Skills you'll gain: Artificial Intelligence, Psychology, Human Learning, Anthropology, Human Development, Human Factors, Science and Research, Research
Mixed · Course · 1 - 3 Months