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.

Google Cloud
Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, Accountability, AI literacy, Compliance Training
★ 4.7 (1.1K) · Beginner · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Algebra, Mathematical Modeling, Graphing, Arithmetic, Advanced Mathematics, General Mathematics, Applied Mathematics, Deductive Reasoning, Analytical Skills, Probability & Statistics, Geometry
★ 4.8 (820) · Beginner · Specialization · 3 - 6 Months

Amazon Web Services
Skills you'll gain: Data Lakes, Data Architecture, Amazon Web Services, Interactive Data Visualization, Data Engineering, Data Infrastructure, Data Warehousing, Data Processing, Query Languages, AWS Identity and Access Management (IAM), Data Management, Data Transformation, Data Governance, Data Cleansing, Data Import/Export, Data Storage, Data Sharing, Data Science, Machine Learning
★ 4.7 (311) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Classification Algorithms, Supervised Learning, Model Evaluation, Data Preprocessing, Logistic Regression, Machine Learning Algorithms, Decision Tree Learning, Applied Machine Learning, Model Training, Statistical Machine Learning, Predictive Modeling, Business Logic, Machine Learning Methods, Scikit Learn (Machine Learning Library), Data Cleansing, Machine Learning, Regression Analysis, Random Forest Algorithm, Model Optimization, Sampling (Statistics)
★ 4.8 (468) · Intermediate · Course · 1 - 3 Months
University of Pennsylvania
Skills you'll gain: Social Impact, Demography, Philanthropy, Sustainable Business, Return On Investment, Market Trend, Environmental Social And Corporate Governance (ESG), Corporate Sustainability, Project Scoping, Trend Analysis, Entrepreneurship, Strategic Leadership, Sustainable Development, Feasibility Studies, International Relations, Business Ethics, Case Studies, International Finance, Governance, Ethical Standards And Conduct
★ 4.7 (1.8K) · Beginner · Specialization · 3 - 6 Months

Coursera
Skills you'll gain: Succession Planning, Performance Appraisal, Responsible AI, Culture Transformation, Human Resource Strategy, Intercultural Competence, Applicant Tracking Systems, Performance Review, Employee Engagement, Strategic Leadership, Conflict Management, Business Transformation, Employee Retention, Compensation Management, Performance Management, Generative AI, Employee Onboarding, Recruitment, Change Management, Data-Driven Decision-Making
★ 4.6 (1.1K) · Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Data Presentation, Data Cleansing, Data Storytelling, Rmarkdown, Data Ethics, Ggplot2, Data Validation, Query Languages, Spreadsheet Software, Interactive Data Visualization, Tableau Software, Data Literacy, Analytical Skills, Data Visualization Software, Data-Driven Decision-Making, Dashboard, Data Analysis, Data Integrity, Database Management, Case Studies
★ 4.9 (2.3K) · Beginner · Professional Certificate · 3 - 6 Months

Universitat Autònoma de Barcelona
Skills you'll gain: Lecturing, Language Competency, English Language, Verbal Communication Skills, Higher Education, Professional Development, Stress Management, Multilingualism, Collaboration, Vocabulary, Grammar, Communication Strategies, Motivational Skills
★ 4.7 (634) · Mixed · Course · 1 - 4 Weeks

The University of Sydney
Skills you'll gain: Oral Expression, Verbal Communication Skills, Editing, Public Speaking, Proofreading, Research, Writing and Editing, Writing, Communication, Research Reports, Communication Strategies, Discussion Facilitation, Professionalism, Ethical Standards And Conduct, Concision, Interpersonal Communications, Critical Thinking
★ 4.8 (1.1K) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Ggplot2, Data Visualization Software, Data Visualization, Statistical Visualization, Rmarkdown, Shiny (R Package), Plot (Graphics), Dashboard Creation, Dashboard, Leaflet (Software), Interactive Data Visualization, Data Presentation, R (Software), R Programming, Scatter Plots, Graphing, Box Plots, Geospatial Information and Technology, Data Science, Data Analysis
★ 4.6 (274) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Collaboration, Team Collaboration, Virtual Teams, Teamwork, Team Building, Telecommuting, Professional Development, Meeting Facilitation, People Development, Communication Strategies, Communication, Critical Thinking
★ 4.6 (1.1K) · Beginner · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Unified Modeling Language, Software Design, Software Design Documents, Object Oriented Design, Diagram Design, Image Analysis, Python Programming, Jupyter, Software Engineering, Application Programming Interface (API), Computer Vision, Computer Programming
★ 4.2 (1.5K) · Intermediate · Course · 1 - 4 Weeks