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  • Statistical Analysis

Statistical Analysis Courses

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.


Popular Statistical Analysis Courses and Certifications


  • U

    University of Michigan

    Capstone: Retrieving, Processing, and Visualizing Data with Python

    Skills you'll gain: Data Processing, Data Visualization, Data Presentation, Data Cleansing, Data Collection, Data Visualization Software, Data Manipulation, Data Access, Data Wrangling, Python Programming, Web Analytics and SEO, Algorithms, Data Analysis, Web Scraping, Scripting

    ★ 4.7 (14K) · Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Fine-Tuning and Evaluating Vision AI Models

    Skills you'll gain: Transfer Learning, Image Analysis, Fine-tuning, Computer Vision, Model Evaluation, Model Training, Model Optimization, Verification And Validation, Model Deployment, Performance Metric, Data Pipelines, Quality Assessment, Performance Measurement, Data Quality, Applied Machine Learning, Performance Analysis, Predictive Modeling, Analysis, Statistical Machine Learning, Statistical Modeling

    Intermediate · Course · 3 - 6 Months

  • U

    University of Colorado Boulder

    Everyday Excel

    Skills you'll gain: Microsoft Excel, Pivot Tables And Charts, Dashboard Creation, Data Validation, Excel Formulas, Dashboard, Data Management, Data Visualization, Spreadsheet Software, Depreciation, Data Cleansing, Consolidation, Regression Analysis, Case Studies, Financial Analysis, Microsoft Office, Financial Modeling, Analysis, Data Integrity, Problem Solving

    ★ 4.7 (4.1K) · Beginner · Specialization · 3 - 6 Months

  • G

    Google

    Assets, Threats, and Vulnerabilities

    Skills you'll gain: Threat Modeling, Threat Management, Vulnerability Management, Cyber Threat Intelligence, Security Awareness, Cybersecurity, Vulnerability Assessments, Threat Detection, MITRE ATT&CK Framework, Data Security, Cyber Security Strategy, Cyber Risk, Authorization (Computing), Malware Protection, Authentications, Security Controls, Risk Management Framework, Identity and Access Management, Data Management, Cryptography

    ★ 4.8 (4.1K) · Beginner · Course · 1 - 4 Weeks

  • U

    University of Washington

    Social Media Data Analytics

    Skills you'll gain: Social Media Analytics, Text Mining, Unstructured Data, Quantitative Research, Data Visualization, Statistical Analysis, Analysis, Data Presentation, Data Analysis, Statistical Methods, Data Mining, Analytics, Statistical Programming, Correlation Analysis, R (Software), Application Programming Interface (API), R Programming, Regression Analysis, Data Collection, Python Programming

    ★ 4.1 (298) · Intermediate · Course · 1 - 4 Weeks

  • G

    Google

    Foundations of Data Science

    Skills you'll gain: Data Storytelling, Data Ethics, Data Analysis, Data-Driven Decision-Making, Analytics, Workflow Management, Data Science, Advanced Analytics, Analytical Skills, Business Solutions, Technical Communication, Process Design, Project Management, Communication, Stakeholder Communications, Machine Learning

    ★ 4.7 (3.9K) · Advanced · Course · 1 - 3 Months

  • M

    Microsoft

    Master Microsoft Office 365 and Power Platform

    Skills you'll gain: Microsoft Copilot, Microsoft Power Platform, Prompt Engineering, Microsoft Power Automate/Flow, Power BI, Microsoft 365, Multimedia, Microsoft PowerPoint, Dashboard, Microsoft Word, Microsoft Excel, Spreadsheet Software, No-Code Development, Data Visualization, Collaborative Software, Microsoft Office, Data Integration, Productivity Software, Presentations, Data Analysis

    ★ 4.7 (7.3K) · Beginner · Specialization · 3 - 6 Months

  • I

    Imperial College London

    Mathematics for Machine Learning: Linear Algebra

    Skills you'll gain: Linear Algebra, Applied Mathematics, Jupyter, Data Science, Data Manipulation, Data Transformation, Machine Learning

    ★ 4.6 (13K) · Beginner · Course · 1 - 3 Months

  • D

    Duke University

    Business Metrics for Data-Driven Companies

    Skills you'll gain: Business Analytics, Business Metrics, Analytics, Business Process Improvement, Process Improvement, Business Intelligence, Digital Analysis, Data Analysis Software, Business Process, Tableau Software, Business Analysis, Performance Measurement, Data Analysis, Key Performance Indicators (KPIs), Web Analytics, Performance Metric, Data-Driven Decision-Making, Data Strategy, Digital Transformation, Decision Making

    ★ 4.6 (8.5K) · Mixed · Course · 1 - 3 Months

  • S

    Stanford University

    Game Theory

    Skills you'll gain: Game Theory, Mathematical Modeling, Graph Theory, Bayesian Statistics, Behavioral Economics, Probability, Economics, Problem Solving, Algorithms, Theoretical Computer Science, Probability Distribution

    ★ 4.6 (4.9K) · Beginner · Course · 1 - 3 Months

  • K

    Kennesaw State University

    Six Sigma Yellow Belt

    Skills you'll gain: Six Sigma Methodology, Lean Six Sigma, Root Cause Analysis, Lean Methodologies, Process Improvement, Data Collection, Quality Improvement, Process Optimization, Correlation Analysis, Statistical Hypothesis Testing, Kaizen Methodology, Process Analysis, Process Improvement and Optimization, Probability Distribution, Regression Analysis, Project Design, Quality Assessment, Project Schedules, Business Process, Project Management

    ★ 4.7 (4.3K) · Beginner · Specialization · 3 - 6 Months

  • I

    IBM

    Applied Data Science Capstone

    Skills you'll gain: Data Wrangling, Data Compilation, Data Collection, Web Scraping, GitHub

    ★ 4.7 (7.4K) · Intermediate · Course · 1 - 3 Months

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In summary, here are 10 of our most popular statistical analysis courses

  • Capstone: Retrieving, Processing, and Visualizing Data with Python: University of Michigan
  • Fine-Tuning and Evaluating Vision AI Models: Coursera
  • Everyday Excel: University of Colorado Boulder
  • Assets, Threats, and Vulnerabilities: Google
  • Social Media Data Analytics: University of Washington
  • Foundations of Data Science: Google
  • Master Microsoft Office 365 and Power Platform: Microsoft
  • Mathematics for Machine Learning: Linear Algebra: Imperial College London
  • Business Metrics for Data-Driven Companies: Duke University
  • Game Theory: Stanford University

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