Statistical analysis courses can help you learn data collection methods, hypothesis testing, regression analysis, and data visualization techniques. You can build skills in interpreting results, making predictions, and drawing conclusions from data sets. Many courses introduce tools such as R, Python, and Excel, that support performing statistical computations and creating visual representations of data.

University of Maryland, College Park
Skills you'll gain: Persuasive Communication, Non-Verbal Communication, Target Audience, Influencing, Executive Presence, Program Management, Constructive Feedback, Stakeholder Communications, Project Management, Communication, Leadership, Public Speaking, Communication Strategies, Stakeholder Analysis, Team Building, Presentations, Strategic Communication, Emotional Intelligence, Virtual Teams
Beginner · Course · 1 - 3 Months

Skills you'll gain: Classification Algorithms, Machine Learning Methods, Data Preprocessing, Model Evaluation, Embeddings
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Financial Analysis, Financial Data, Financial Acumen, Business Valuation, Competitive Analysis, Benchmarking, Equities
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Generative Adversarial Networks (GANs), Exploratory Data Analysis, Model Deployment, Keras (Neural Network Library), NumPy, Transfer Learning, PyTorch (Machine Learning Library), Predictive Modeling, Matplotlib, Data Analysis, Artificial Intelligence, Data Preprocessing, Development Environment, Pandas (Python Package), Deep Learning, Classification And Regression Tree (CART), Artificial Neural Networks, Image Analysis, Machine Learning, Data Science
Intermediate · Specialization · 3 - 6 Months

Rice University
Skills you'll gain: Cash Flows, Return On Investment, Finance, Business Valuation, Capital Budgeting, Financial Analysis, Financial Modeling, General Finance, Investment Management, Financial Management, Case Studies, Financial Statements, Risk Analysis, Corporate Finance, Balance Sheet
Beginner · Course · 1 - 3 Months

Skills you'll gain: Service Level Agreement, Data Governance, Incident Management, Problem Management, Database Management Systems, Asset Management, Disaster Recovery, Business Continuity Planning, Business Continuity, Security Controls, Information Systems, IT Infrastructure, Auditing, Patch Management
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Prometheus (Software), Cloud Computing Architecture, Application Performance Management, Google Cloud Platform, Kubernetes, Cloud Applications, Network Monitoring, System Monitoring, Capacity Management, Query Languages, Debugging, Network Analysis
Beginner · Course · 1 - 3 Months

Skills you'll gain: Business Strategy, Strategic Thinking, Value Propositions, Competitive Analysis, Entrepreneurship, New Business Development, Market Research, Innovation, Strategic Planning, Organizational Strategy, Spreadsheet Software, Leadership
Intermediate · Guided Project · Less Than 2 Hours

Yunus Social Business Fund Bengaluru
Skills you'll gain: Cash Flows, Financial Analysis, Decision Making, Risk Analysis, Business Valuation, Strategic Decision-Making, Cost Benefit Analysis, Social Impact, Environmental Social And Corporate Governance (ESG), Capital Budgeting, Finance, Stakeholder Analysis, Business Ethics, Strategic Thinking, Return On Investment, Business Modeling, Economics, Policy, and Social Studies, Business Acumen
Beginner · Course · 1 - 3 Months

Skills you'll gain: Cryptography, Model Evaluation, Exploratory Data Analysis, Event-Driven Programming, Encryption, Server Side, Web Development, Regression Analysis, Apache, Web Services, Machine Learning Algorithms, Classification Algorithms, Data Preprocessing, Public Key Cryptography Standards (PKCS), Web Scraping, Natural Language Processing, Web Applications, Key Management, Python Programming, Predictive Modeling
Beginner · Specialization · 3 - 6 Months

Johns Hopkins University
Skills you'll gain: Health Equity, Health Disparities, Public Health, Epidemiology, Social Determinants Of Health, Data Collection, Health Policy, Health Informatics, Data Analysis, Research, Surveys
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Dataflow, Data Pipelines, Apache Kafka, Real Time Data, Extract, Transform, Load, Google Cloud Platform, Big Data, Software Architecture, Software Design Patterns, Artificial Intelligence and Machine Learning (AI/ML), Data Architecture, Analytics, Data Processing, Data Transformation
Intermediate · Course · 1 - 4 Weeks