Applied statistics courses can help you learn data analysis, hypothesis testing, regression techniques, and experimental design. You can build skills in interpreting data sets, making predictions, and communicating statistical findings effectively. Many courses introduce tools like R, Python, and Excel, that support performing statistical analyses and visualizing data.

Skills you'll gain: Mainframe Computing, COBOL (Programming Language), Systems Development Life Cycle, Software Development Life Cycle, Mainframe Technologies, z/OS, Unit Testing, Systems Analysis, Job Control Language (JCL), IBM DB2, Systems Development, Agile Software Development, Debugging, Pseudocode, Program Development, Software Development Methodologies, Virtualization, Agile Methodology, Software Development, File I/O
Intermediate · Professional Certificate · 3 - 6 Months

Johns Hopkins University
Skills you'll gain: Calculus, Applied Mathematics, Data Modeling, Model Optimization, Estimation, Graphing, Mathematical Modeling, Data Analysis Software, Algebra, Cost Estimation, Mathematical Software, Linear Algebra, Trigonometry, General Mathematics, Advanced Mathematics, Analysis, Derivatives, Mathematical Theory & Analysis, Geometry, Data Analysis
Intermediate · Specialization · 3 - 6 Months

University of Pennsylvania
Skills you'll gain: Statistical Machine Learning, Data Preprocessing, Model Evaluation, PyTorch (Machine Learning Library), Statistical Methods, Probability, Probability & Statistics, Sampling (Statistics), Logistic Regression, Deep Learning, Probability Distribution, Statistical Modeling, Python Programming, Supervised Learning, Machine Learning, Agentic systems, Artificial Intelligence, Model Optimization, Algorithms, AI literacy
Intermediate · Specialization · 3 - 6 Months

Sage Publications
Skills you'll gain: Data Ethics, Data-Driven Decision-Making, Business Analytics, Analytics, Advanced Analytics, Strategic Decision-Making, Big Data, Decision Making, Analytical Skills, Dashboard, Data Management, Data Analysis, Data Collection, Emerging Technologies, Organizational Effectiveness, Leadership and Management, Law, Regulation, and Compliance, Data Security, Information Privacy
Beginner · Course · 1 - 3 Months

Skills you'll gain: Microsoft Visio, Timelines, Dashboard, Data Visualization, Dashboard Creation, Data Visualization Software, Interactive Data Visualization, Peer Review, Data Presentation, Data Validation, Data Mapping, User Feedback, Milestones (Project Management), Usability Testing, Collaborative Software, Diagram Design, Automation, Business Process Automation, Visual Basic (Programming Language), Document Management
Advanced · Professional Certificate · 3 - 6 Months

Skills you'll gain: Ansible, Devops Tools, Jenkins, DevOps, CI/CD, IT Automation, Continuous Integration, Infrastructure as Code (IaC), Continuous Deployment, Automation, Role-Based Access Control (RBAC), Release Management, Test Tools, Performance Tuning, Configuration Management, Change Control, Debugging, Cloud Infrastructure, Scalability
Intermediate · Course · 1 - 4 Weeks
Duke University
Skills you'll gain: Deductive Reasoning, Logical Reasoning, Probability, Sampling (Statistics), Probability & Statistics, Statistical Inference, Correlation Analysis, Decision Intelligence
Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Business Analytics, Risk Analysis, Data-Driven Decision-Making, Decision Making, Simulation and Simulation Software, Risk Modeling, Business Modeling, Data Analysis, Market Analysis, Unsupervised Learning, Model Optimization, Statistical Methods, Microsoft Excel, Spreadsheet Software, Exploratory Data Analysis, Probability Distribution
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: SQL, Database Systems, Database Theory, Database Management, Query Languages, Database Design, Relational Databases, Database Administration, Database Development, Database Application, Data Access, Data Science, Data Analysis, Data Manipulation, Data Modeling, Data Integrity
Build toward a degree
Beginner · Course · 1 - 3 Months

Coursera
Skills you'll gain: Technical Documentation, Document Management, Program Standards, Content Optimization, Standard Operating Procedure, Consolidation, Content Management Systems, Knowledge Transfer, Quality Assurance, Workflow Management, Continuous Improvement Process, Process Improvement and Optimization, Content Performance Analysis, Teamwork, Quality Assurance and Control, Information Architecture, Branding, Gap Analysis, Design Strategies
Beginner · Course · 1 - 4 Weeks

Sage Publications
Skills you'll gain: Telehealth, Communication Disorders, Speech Language Pathology, Telecommunications, Health Technology, Substance Abuse, Language Disorders, Geriatrics, Patient Treatment, Rehabilitation, Mental and Behavioral Health, Psychosocial Assessments, Substance Abuse Counseling, Mental Health Diseases and Disorders, Health Care, Caregiving, School Psychology, Education Software and Technology, Health Informatics, Mental Health
Intermediate · Course · 1 - 3 Months

DeepLearning.AI
Skills you'll gain: AI Product Strategy, Artificial Intelligence, AI Enablement, Artificial Neural Networks, Digital Transformation, Machine Learning Methods, AI literacy, Deep Learning, Technical Management, Applied Machine Learning, Machine Learning, Responsible AI, Data Ethics, Business Transformation
Beginner · Course · 1 - 3 Months