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.

Skills you'll gain: Data Cleansing, Logistic Regression, Data Preprocessing, Applied Machine Learning, Data Import/Export, Data Mining, Python Programming, Google Cloud Platform, Scikit Learn (Machine Learning Library), Predictive Modeling, Classification Algorithms, Machine Learning, Supervised Learning
Intermediate · Guided Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Feature Engineering, Tensorflow, Google Cloud Platform, Model Deployment, Data Quality, Data Preprocessing, Model Evaluation, Scikit Learn (Machine Learning Library), Keras (Neural Network Library), Embeddings, Applied Machine Learning, Exploratory Data Analysis, Supervised Learning, Logistic Regression, MLOps (Machine Learning Operations), Machine Learning, AI Enablement, Data Pipelines, Machine Learning Algorithms, Artificial Neural Networks
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Model Deployment, Dataflow, Data Pipelines, Google Cloud Platform, Real Time Data, Data Lakes, PySpark, Tensorflow, Data Governance, Apache Spark, Dashboard, Data Warehousing, Apache Kafka, Data Import/Export, Data Processing, Extract, Transform, Load, Unstructured Data, Data Integration, Big Data, Operational Databases
Intermediate · Specialization · 3 - 6 Months
Kennesaw State University
Skills you'll gain: Customer Retention, Trustworthiness, Social Impact, Expectation Management, Corporate Sustainability, Brand Loyalty, Customer Relationship Management, Customer Insights, Customer experience strategy (CX), Sustainable Development, Human Resource Strategy, Customer Relationship Building, Consultative Approaches, Diversity Marketing, Customer Analysis, Value Propositions, Business Ethics, Business Strategy, Business, Marketing
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Competitive Analysis, Market Opportunities, Strategic Thinking, Business Strategy, New Business Development, Market Analysis, Business Analysis, Entrepreneurship, Risk Analysis, Business Modeling, Analysis, Innovation, Business Research, Growth Strategies
Intermediate · Guided Project · Less Than 2 Hours

Universidad de los Andes
Skills you'll gain: Digital pedagogy, Education Software and Technology, Learning Management Systems, digital literacy, Interactive Design, Collaborative Software, User Centered Design, Requirements Analysis, Quality Assurance, Virtual Environment
Intermediate · Specialization · 1 - 3 Months

L&T EduTech
Skills you'll gain: Laboratory Testing, Test Engineering, Laboratory Experience, Civil Engineering, Environmental Monitoring, Engineering Analysis, Virtual Environment, Experimentation, Research Reports, Structural Analysis, Analytical Testing, Construction, Engineering Practices, Penetration Testing, Engineering Calculations, Data Analysis Software, Technical Standard
Intermediate · Course · 1 - 4 Weeks

Capitals Coalition
Skills you'll gain: Stakeholder Engagement, Sustainable Business, Corporate Sustainability, Environmental Social And Corporate Governance (ESG), Business Risk Management, Sustainable Development, Natural Resource Management, Business Valuation, Sustainability Reporting, Stakeholder Analysis, Risk Analysis, Human Capital, Risk Management, Decision Making, Problem Solving, Business Communication
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Computational Logic, Mathematical Modeling, System Requirements, Functional Requirement, Theoretical Computer Science, Verification And Validation, Control Systems, Network Model, Systems Analysis, Automation, Mechanical Engineering, Real-Time Operating Systems, Agentic systems, Differential Equations, Safety Assurance, Robotics, Artificial Intelligence, Linear Algebra, Algorithms, Applied Mathematics
Build toward a degree
Intermediate · Specialization · 3 - 6 Months

Peking University
Skills you'll gain: Software Engineering, Object Oriented Design, Software Testing, Software Development Tools, Unified Modeling Language, Development Environment, Requirements Analysis, Agile Software Development, Agile Methodology, Test Case, Software Development Life Cycle, Software Development Methodologies, Functional Requirement, User Requirements Documents, Software Quality Assurance, Systems Analysis, Software Development, Software Design, Systems Design, Software Architecture
Intermediate · Course · 1 - 3 Months

University of California, Davis
Skills you'll gain: Copywriting, Social Media Marketing, Content Marketing, Driving engagement, Email Marketing, Brand Management, Marketing, Advertising Campaigns, Search Engine Optimization
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: R Programming, R (Software), Data Visualization, Time Series Analysis and Forecasting, Interactive Data Visualization, Tidyverse (R Package), Data-Driven Decision-Making, Trend Analysis, Rmarkdown, Data Analysis, Predictive Modeling, Data Cleansing, Data Manipulation, Forecasting, Business Strategy, Demand Planning, Data Preprocessing, Model Evaluation, Machine Learning
Intermediate · Guided Project · Less Than 2 Hours