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

Skills you'll gain: Scikit Learn (Machine Learning Library), Applied Machine Learning, Machine Learning Algorithms, Classification And Regression Tree (CART), Supervised Learning, Random Forest Algorithm, Machine Learning, Unsupervised Learning, Data Analysis
Beginner · Guided Project · Less Than 2 Hours

University of Michigan
Skills you'll gain: Histogram, Generative AI, Data Literacy, Data Visualization, Data Presentation, Statistical Hypothesis Testing, Scientific Methods, Descriptive Statistics, Data Storytelling, Statistics, Data Analysis, Data Ethics, Experimentation, Data Science, Data-Driven Decision-Making, Research Design, Responsible AI, Statistical Visualization, Research, Artificial Intelligence
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Electrical Systems, Automation Engineering, Hydraulics, Programmable Logic Controllers, Control Systems, Mechanical Engineering, Real Time Data, Internet Of Things, Automation, Industrial Engineering, Hardware Troubleshooting, Equipment Design, Manufacturing Processes, Manufacturing and Production, Production Process, Failure Analysis, Emerging Technologies, Manufacturing Operations, Lean Manufacturing
Intermediate · Course · 1 - 4 Weeks

Microsoft
Skills you'll gain: Extract, Transform, Load, Data Cleansing, Power BI, Data Transformation, Data Management, Data Quality, Data Wrangling, Data Processing, Data Validation, Data Integration, Data Modeling, Data Import/Export, Data Storage
Beginner · Course · 1 - 4 Weeks

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

Skills you'll gain: Data Import/Export, Data Analysis, Data Visualization, Programming Principles, Python Programming
Beginner · Guided Project · Less Than 2 Hours

Vanderbilt University
Skills you'll gain: Statistical Methods, Data Presentation, Regression Analysis, Generative AI, Data Literacy, Statistical Analysis, Data-Driven Decision-Making, Correlation Analysis, Technical Communication, Probability & Statistics, Data Visualization, Data Analysis, Exploratory Data Analysis, Scatter Plots, Descriptive Statistics, Statistical Hypothesis Testing, Predictive Analytics, Data Storytelling, Box Plots, Analytical Skills
Beginner · Specialization · 1 - 3 Months

The Hong Kong University of Science and Technology
Skills you'll gain: Web Analytics and SEO, AI Personalization, Semantic Web, Algorithms, Query Languages, Network Analysis, Text Mining, Information Architecture, Performance Testing, Natural Language Processing, User Research, Data Structures, Graph Theory, UI/UX Research, Applied Machine Learning, Linear Algebra
Intermediate · Course · 3 - 6 Months

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

University of Colorado Boulder
Skills you'll gain: Statistical Inference, Statistical Modeling, Statistical Hypothesis Testing, Regression Analysis, R Programming, Data Ethics, Research Design, Statistical Methods, Data Analysis, Statistical Analysis, Data Modeling, Predictive Modeling, Mathematical Modeling, Probability & Statistics, Data Science, Quantitative Research, Machine Learning, Classification And Regression Tree (CART), Linear Algebra, Probability Distribution
Build toward a degree
Intermediate · Specialization · 3 - 6 Months

Universidad Nacional Autónoma de México
Skills you'll gain: Oral and Dental Care, Oral Health, Dental Hygiene, Periodontology, Dental Care, Dentistry, Cavity Prevention, Physiology, Infectious Diseases, Immunology, Biochemistry, Anatomy, Microbiology, Cell Biology, Molecular, Cellular, and Microbiology
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Instagram, Content Performance Analysis, Social Media Management, Social Media, Social Media Marketing, Brand Marketing, Social Media Strategy, Content Strategy, Customer Engagement, Marketing Analytics, Content Creation, Performance Metric, Analytics
Beginner · Course · 1 - 4 Weeks