Statistics for Data Science courses can help you learn data visualization, hypothesis testing, regression analysis, and probability theory. You can build skills in interpreting data trends, making predictions, and conducting A/B testing. Many courses introduce tools like R, Python, and SQL, that support analyzing datasets and implementing statistical models. By engaging with these tools, you can effectively apply statistical methods to real-world data challenges, enhancing your ability to draw meaningful insights.

Skills you'll gain: Exploratory Data Analysis, Box Plots, Correlation Analysis, Data Visualization, Scatter Plots, Data Cleansing, Statistical Visualization, Data Manipulation, Pandas (Python Package), Statistical Hypothesis Testing, Descriptive Statistics, Statistical Analysis, Data Analysis, Python Programming
Beginner · Guided Project · Less Than 2 Hours

Commonwealth Education Trust
Skills you'll gain: Teaching, Professional Development, Lifelong Learning, Ethical Standards And Conduct, Professionalism, Personal Development, Willingness To Learn, Collaboration, Self-Awareness, Accountability, Leadership
Mixed · Course · 1 - 3 Months

National Taiwan University
Skills you'll gain: Reinforcement Learning, Deep Learning, Theoretical Computer Science, Classification Algorithms, Artificial Neural Networks, Artificial Intelligence, Machine Learning, Model Evaluation, Autoencoders, Convolutional Neural Networks, Supervised Learning, Computer Science, Decision Tree Learning, Algorithms
Intermediate · Course · 1 - 3 Months

University of Colorado System
Skills you'll gain: Sustainable Business, Environmental Social And Corporate Governance (ESG), Change Management, Sustainability Reporting, Financial Analysis, Systems Thinking, Proposal Development, Cost Benefit Analysis, Environmental Issue, Business, Economics, Packaging and Labeling, Product Lifecycle Management
Beginner · Course · 1 - 3 Months

University of Toronto
Skills you'll gain: Diversity Awareness, Diversity and Inclusion, Innovation, Business Analytics, Analysis, Sociology, Market Opportunities, Social Justice, Case Studies, Human Centered Design, Leadership Development, Risk Mitigation
Beginner · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: C and C++, Distributed Computing, Hardware Architecture, Programming Principles, Computer Architecture, Data Access, Program Development, Algorithms, Python Programming, Computer Programming Tools, Data Sharing, Development Environment, Debugging
Beginner · Course · 1 - 3 Months

Shanghai Jiao Tong University
Skills you'll gain: Oral Comprehension, Language Competency, Language Learning, Vocabulary
Beginner · Course · 1 - 3 Months

Scrimba
Skills you'll gain: JSON, Event-Driven Programming, Javascript, Mobile Development, Data Structures, Application Development, Object Oriented Programming (OOP), Video Game Development, Web Applications, Data Persistence, Scripting, Computer Programming, Front-End Web Development, Web Development, Debugging
Beginner · Course · 1 - 3 Months

University of Maryland, College Park
Skills you'll gain: Customer Analysis, Business Planning, Sales Strategy, Sales Pipelines, Customer Insights, Sales Management, Entrepreneurship, Sales Process, Market Analysis, Innovation, Marketing Planning, Marketing, Market Research, Product Management, Product Development, Commercialization, New Business Development, Process Validation, Business Strategies, Finance
Beginner · Course · 1 - 3 Months

Skills you'll gain: Microsoft Azure, Cloud Services, Relational Databases, Databases, Analytics, Data Storage, Data Lakes, NoSQL, Data Warehousing, SQL, Test Planning
Beginner · Course · 1 - 4 Weeks

National Taiwan University
Skills you'll gain: Probability, Probability Distribution, Probability & Statistics, Advanced Mathematics, Statistics, Calculus, Mathematical Theory & Analysis
Mixed · Course · 1 - 3 Months

Tecnológico de Monterrey
Skills you'll gain: Integral Calculus, Graphing, Calculus, Systems Of Measurement, Mechanics, Physics, Mathematical Modeling, Applied Mathematics, Derivatives
Mixed · Course · 1 - 3 Months