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.
University of Illinois Urbana-Champaign
Skills you'll gain: Financial Statement Analysis, Financial Statements, Business Valuation, Financial Analysis, Financial Reporting, Financial Forecasting, Financial Accounting, Accounting, Financial Acumen, Balance Sheet, Financial Data, Forecasting, Income Statement, Analysis, Critical Thinking, Financial Modeling, Analytical Skills, Cash Flow Forecasting, General Accounting, Generally Accepted Accounting Principles (GAAP)
Intermediate · Specialization · 3 - 6 Months
Skills you'll gain: Process Analysis, Business Analysis, Risk Analysis, Business Systems Analysis, Business Process, Business Modeling, Business Process Improvement, Business Analysis Tools, Business Requirements, Business Strategies, Strategic Planning, Business Process Modeling, Systems Analysis, Competitive Analysis, Business Strategy, Risk Mitigation, Analysis, Organizational Strategy, Case Studies, Project Risk Management
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Identity and Access Management, Cloud Security, OAuth, Google Cloud Platform, Kubernetes, Cloud Storage, Authentications, Security Controls, Application Security, Authorization (Computing), Data Security, Role-Based Access Control (RBAC), Hardening, Web Applications, Vulnerability Scanning, Encryption, Key Management, Virtual Machines
Intermediate · Course · 1 - 3 Months

University of Minnesota
Skills you'll gain: AI Personalization, Machine Learning Algorithms, Predictive Modeling, Machine Learning Methods, Unsupervised Learning, Data Mining, Algorithms, Correlation Analysis
Mixed · Course · 1 - 3 Months

Skills you'll gain: Finite Element Methods, Engineering Analysis, Simulation and Simulation Software, Simulations, Mechanical Design, Mathematical Modeling, Structural Engineering, Structural Analysis, 3D Modeling
Intermediate · Guided Project · Less Than 2 Hours

University of California, Davis
Skills you'll gain: Data Integration, Health Informatics, Data Dictionary, Health Systems, Metadata Management, Health Care, Data Mapping, Healthcare Industry Knowledge, Value-Based Care, Health Information Management, Taxonomy, Care Coordination, Health Policy, Data Literacy, Clinical Data Management, Clinical Informatics, ICD Coding (ICD-9/ICD-10), Health Care Procedure and Regulation, Data Quality, Medical Terminology
Intermediate · Course · 1 - 4 Weeks

Sungkyunkwan University
Skills you'll gain: Ancient History, Cultural Sensitivity, Culture, Diagram Design, Intercultural Competence, Cultural Diversity, Language Learning, Liberal Arts, Language Interpretation, Translation, and Studies, European History, Social Studies, World History, Diversity Awareness, Social Justice, Anthropology, Empathy & Emotional Intelligence, Research, Literacy
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: PyTorch (Machine Learning Library), Model Evaluation, Convolutional Neural Networks, Transfer Learning, Image Analysis, Model Training, Deep Learning, Python Programming
Intermediate · Guided Project · Less Than 2 Hours

KodeKloud
Skills you'll gain: Package and Software Management, Command-Line Interface, Linux Commands, Linux, Ubuntu, Linux Administration, File Systems, Linux Servers, Data Storage, Network Troubleshooting, Operating Systems, Red Hat Enterprise Linux, Data Storage Technologies, Remote Access Systems, Operating System Administration, System Support, Software Installation, File Management, Service Management, General Networking
Beginner · Course · 1 - 3 Months

The University of Edinburgh
Skills you'll gain: Educational Materials, Learning Strategies, Instructional Design, Web Content Accessibility Guidelines, Web Content, Digital pedagogy, Education Software and Technology, Diversity Awareness, Cultural Diversity, Scripting
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Stakeholder Communications, Stakeholder Engagement, Project Scoping, Project Management, Stakeholder Management, Resource Management, Stakeholder Analysis, Scope Management, Communication Planning, Project Management Institute (PMI) Methodology, Empathy & Emotional Intelligence, Team Leadership, Emotional Intelligence, Personal Attributes, Project Controls, Project Management Life Cycle, Leadership Development, Team Collaboration, Leadership, Communication
Intermediate · Course · 1 - 3 Months
University of Washington
Skills you'll gain: Scientific Visualization, Data Ethics, Data Presentation, Statistical Visualization, Data Storytelling, Data Visualization Software, Data Sharing, Data Governance, Big Data, Technical Communication, Graphic and Visual Design, Cloud Computing, Amazon Web Services, Information Privacy, Ethical Standards And Conduct
Mixed · Course · 1 - 4 Weeks