Courses in Probability Theory can help you learn statistical reasoning, random variables, and probability distributions. You can build skills in hypothesis testing, regression analysis, and decision-making under uncertainty. Many courses introduce tools like R, Python, and Excel, that support analyzing data and modeling real-world phenomena. You'll explore key topics such as Bayes' theorem, expected value, and the law of large numbers, all of which are crucial for applications in fields like finance, engineering, and artificial intelligence.
University of Illinois Urbana-Champaign
Skills you'll gain: Leadership and Management, Decision Making, Ethical Standards And Conduct, Business Ethics, Emotional Intelligence, Business Leadership, Organizational Leadership, Empathy & Emotional Intelligence, Leadership, Leadership Development, Waterfall Methodology, Initiative and Leadership, Motivational Skills, Team Motivation, Project Management Life Cycle, Project Management, Self-Awareness
Beginner Ā· Course Ā· 1 - 4 Weeks

Universidad Nacional Autónoma de México
Skills you'll gain: Patient Evaluation, Medical Devices, Virtual Environment, Health Assessment, Constructive Feedback, Patient Treatment, Learning Theory, Instructional Design, Clinical Assessment, Patient Communication, Health Technology, Decision Making, Learning Strategies, Collaboration
Beginner Ā· Course Ā· 1 - 3 Months

Skills you'll gain: Descriptive Statistics, Model Evaluation, Feature Engineering, Probability & Statistics, Supervised Learning, Statistical Hypothesis Testing, Exploratory Data Analysis, Box Plots, Regression Analysis, Statistics, Predictive Modeling, Time Series Analysis and Forecasting, Data Science, Histogram, Data Visualization, Statistical Analysis, Integrated Development Environments, Computer Networking, Python Programming, Server Side
Beginner Ā· Specialization Ā· 3 - 6 Months

Johns Hopkins University
Skills you'll gain: Data Visualization Software, Interactive Data Visualization, Geospatial Information and Technology, Color Theory, Tree Maps, Data Storytelling, Heat Maps, Data Mapping, Text Mining, Unstructured Data, Network Analysis
Intermediate Ā· Course Ā· 1 - 3 Months

Peking University
Skills you'll gain: Algorithms, Theoretical Computer Science, Pseudocode, Mathematical Modeling, Combinatorics, Applied Mathematics, Computational Thinking, Data Structures, Design Strategies
Intermediate Ā· Course Ā· 1 - 3 Months

Skills you'll gain: Data Presentation, Data Storytelling, Presentations, Data Cleansing, Data Visualization, Rmarkdown, Data-Driven Decision-Making, Data Validation, Data Ethics, Interactive Data Visualization, Dashboard, Spreadsheet Software, Ggplot2, Google Sheets, SQL, Data Literacy, Data Collection, Data Analysis, Sampling (Statistics), Data Processing
Beginner Ā· Professional Certificate Ā· 3 - 6 Months

Skills you'll gain: Feature Engineering, Exploratory Data Analysis, Pandas (Python Package), Scikit Learn (Machine Learning Library), Data Manipulation, NumPy, Classification Algorithms, Data Preprocessing, Data Analysis, Python Programming, Regression Analysis, Predictive Modeling, Machine Learning Algorithms, Machine Learning, Data Science, Statistical Hypothesis Testing, Supervised Learning, Statistical Methods, Data Structures
Beginner Ā· Course Ā· 1 - 4 Weeks

University of Washington
Skills you'll gain: Data Visualization, Text Mining, Social Network Analysis, Statistical Analysis, Data Visualization Software, Case Studies, Application Programming Interface (API), Unstructured Data, Data Analysis, R Programming, Statistical Methods, Correlation Analysis, Regression Analysis, Data Collection, Python Programming
Intermediate Ā· Course Ā· 1 - 4 Weeks

University of Michigan
Skills you'll gain: Music History, Classical Music, Music Theory, Instrumental Music, Musical Composition
Intermediate Ā· Course Ā· 1 - 4 Weeks

University of Pennsylvania
Skills you'll gain: Human Capital, Employee Retention, Workforce Development, Employee Training, Talent Management, Organizational Strategy, Human Resources, Employee Engagement, Human Resources Management and Planning, Workforce Management, Compensation Management, Employee Performance Management, Recruitment
Beginner Ā· Course Ā· 1 - 4 Weeks

Skills you'll gain: Color Theory, Typography, Adobe Express, Visual Design, Color Matching, Design, Graphic Design, Creative Design, Design Elements And Principles, Layout Design, Branding
Beginner Ā· Course Ā· 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Inventory Accounting, Balance Sheet, Cash Management, Accounts Receivable, Financial Reporting, Depreciation, Financial Accounting, International Financial Reporting Standards, Generally Accepted Accounting Principles (GAAP), Accounting, Fixed Asset, Financial Statement Analysis, Ledgers (Accounting), Inventory Control, Asset Management, Investments, Internal Controls
Build toward a degree
Intermediate Ā· Course Ā· 1 - 3 Months