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.

Simplilearn
Skills you'll gain: Project Risk Management, Business Analysis, Project Management, Risk Management, Project Planning, Data Visualization, Agile Methodology, Agile Project Management, Microsoft Excel, Cost Management, Interactive Data Visualization, Stakeholder Engagement, Excel Formulas, Pivot Tables And Charts, Business Analytics, Stakeholder Management, Business Requirements, Solution Design, Data Analysis, Data Validation
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Lean Manufacturing, Lean Methodologies, Lean Six Sigma, Manufacturing Operations, Process Improvement, Process Optimization, Six Sigma Methodology, Production Process, Strategic Planning, Organizational Strategy, Key Performance Indicators (KPIs), Process Analysis, Manufacturing Processes, Strategic Leadership, Continuous Improvement Process, Performance Metric, Operational Analysis, Organizational Change, Performance Measurement, Operations Research
Beginner · Course · 1 - 4 Weeks

University of California, Irvine
Skills you'll gain: Predictive Modeling, Predictive Analytics, Regression Analysis, Decision Tree Learning, Supervised Learning, Logistic Regression, Descriptive Analytics, Model Training, Machine Learning, Model Evaluation, Classification Algorithms, Unsupervised Learning
Intermediate · Course · 1 - 4 Weeks

Corporate Finance Institute
Skills you'll gain: Tableau Software, Data Modeling, Dashboard Creation, Dashboard, E-Commerce, Performance Reporting, Data Visualization Software, Data Visualization, Performance Analysis, Data Presentation, Interactive Data Visualization, Data Analysis, Regional Sales, Business Analysis, Branding
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Business Analysis, Process Analysis, Analysis, Business Requirements, Business Process, Needs Assessment, Requirements Management, Stakeholder Engagement
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Pandas (Python Package), Scatter Plots, Histogram, Correlation Analysis, Data Visualization, Data Manipulation, Plot (Graphics), Data Wrangling, Data Import/Export, JSON, Statistical Visualization, Data Cleansing, Data Transformation, Data Visualization Software, Data Preprocessing, Exploratory Data Analysis, Data Analysis, Python Programming
Intermediate · Guided Project · Less Than 2 Hours

University of California, Davis
Skills you'll gain: Chemical Engineering, Hazard Analysis, Process Engineering, Safety Assurance, Risk Management, Safety Standards, Failure Analysis, Accident Prevention, Risk Analysis, Job Safety Analysis, Risk Control, Reliability, Process Analysis
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Plan Execution, Blockchain, Business Analysis, Market Opportunities, Competitive Analysis, Stakeholder Analysis, Business Planning, Market Analysis, Case Studies, Proposal Development, Feasibility Studies, Milestones (Project Management), Project Implementation, Business Modeling, Solution Design, Value Propositions, Business Strategy, Market Research, Decision Making, Target Audience
Intermediate · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Control Systems, Mathematical Modeling, Engineering Analysis, Differential Equations, Systems Analysis, Electrical Systems, Mechanics, Systems Thinking, Applied Mathematics, Performance Testing, Integral Calculus, Basic Electrical Systems
Build toward a degree
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Model Optimization, Model Evaluation, Large Language Modeling, Data Preprocessing, Model Training, Fine-tuning, Data Cleansing, PyTorch (Machine Learning Library), Transfer Learning, Deep Learning, Natural Language Processing, Exploratory Data Analysis, Test Data, Machine Learning
Intermediate · Guided Project · Less Than 2 Hours

University of Colorado Boulder
Skills you'll gain: Dashboard, Tableau Software, Dashboard Creation, Interactive Data Visualization, Data Storytelling, Data Visualization Software, Geospatial Information and Technology, Data Visualization, Forecasting, Data Presentation, Spatial Data Analysis, Time Series Analysis and Forecasting, Statistical Visualization, Data Analysis, Predictive Analytics, Histogram, Color Theory, Business Analytics, Marketing Analytics, Analytics
Beginner · Specialization · 1 - 3 Months

University of California, Irvine
Skills you'll gain: Model Evaluation, Unsupervised Learning, Regression Analysis, Data Mining, Predictive Modeling, Predictive Analytics, Anomaly Detection, Statistical Methods, Fraud detection, Machine Learning, Machine Learning Algorithms, Correlation Analysis, Scatter Plots, Market Analysis, Classification Algorithms
Intermediate · Course · 1 - 4 Weeks