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  • Statistical Modeling

Statistical Modeling Courses

Statistical modeling courses can help you learn regression analysis, hypothesis testing, and data visualization techniques. You can build skills in interpreting statistical results, validating models, and making predictions based on data. Many courses introduce tools like R, Python, and Excel, that support implementing statistical methods and analyzing datasets effectively.


Popular Statistical Modeling Courses and Certifications


  • Status: Free Trial
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    New York Institute of Finance

    Introduction to Risk Management

    Skills you'll gain: Risk Management, Business Risk Management, Risk Modeling, Operational Risk, Enterprise Risk Management (ERM), Credit Risk, Risk Analysis, Portfolio Management, Capital Markets, Financial Market, Financial Regulation, Financial Modeling, Market Liquidity, Probability Distribution

    4.7
    Rating, 4.7 out of 5 stars
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    832 reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    OutSystems Fundamentals Create Your First Web App

    Skills you'll gain: Application Deployment, Application Development, Web Applications, Data Modeling, Responsive Web Design, Application Design, Database Design, Systems Design, User Interface (UI) Design, UI Components, Business Logic

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Pennsylvania

    Operations Analytics

    Skills you'll gain: Descriptive Analytics, Business Analytics, Operations Research, Analytics, Predictive Analytics, Operational Analysis, Business Operations, Business Intelligence, Data Analysis, Operations Management, Data-Driven Decision-Making, Demand Planning, Forecasting, Simulation and Simulation Software, Business Modeling, Inventory and Warehousing, Process Optimization, Risk Analysis, Supply Chain Planning, Decision Making

    4.7
    Rating, 4.7 out of 5 stars
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    5.1K reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Columbia University

    Construction Finance

    Skills you'll gain: Project Finance, Construction Management, Real Estate, Risk Management, Cash Flows, Financial Modeling, Risk Analysis, Finance, Commercial Real Estate, Financial Analysis, Business Mathematics, Return On Investment, Stakeholder Management

    4.8
    Rating, 4.8 out of 5 stars
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    1.1K reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    Improve Accuracy with ML Ensemble Methods

    Skills you'll gain: Random Forest Algorithm, Decision Tree Learning, Data Preprocessing, Applied Machine Learning, Jupyter, Classification Algorithms, Java, Sampling (Statistics), Feature Engineering, Model Evaluation, Supervised Learning, Predictive Modeling, Machine Learning, Learning Styles, Program Evaluation, Program Implementation

    Intermediate · Course · 1 - 4 Weeks

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    Northeastern University

    Systems and Cybersecurity Fundamentals Part 1

    Skills you'll gain: Cybersecurity, Cyber Attacks, Cryptography, Information Systems Security, Cyber Security Policies, Encryption, Data Security, Network Security, Security Controls, Network Protocols, Threat Modeling, Security Strategy, Personally Identifiable Information, Data Storage, Zero Trust Network Access, Governance Risk Management and Compliance

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    Microsoft

    Microsoft Excel

    Skills you'll gain: Excel Macros, Prompt Engineering, Microsoft Excel, Data Cleansing, Excel Formulas, Pivot Tables And Charts, Microsoft Copilot, Dashboard, Forecasting, Data Presentation, Data Storytelling, Data Processing, Data Visualization Software, Data Manipulation, Data Visualization, Data Preprocessing, Data Quality, Statistical Analysis, Data Transformation, Data Analysis

    4.2
    Rating, 4.2 out of 5 stars
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    324 reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    Birla Institute of Technology & Science, Pilani

    Mathematics for Engineering

    Skills you'll gain: Integral Calculus, Engineering Calculations, Data Analysis, Probability & Statistics, Engineering Analysis, Computational Logic, Statistical Analysis, Linear Algebra, Logical Reasoning, Deductive Reasoning, Mathematical Modeling, Trigonometry, Bayesian Statistics, Statistical Modeling, Advanced Mathematics, Statistical Inference, Mathematical Theory & Analysis, Theoretical Computer Science, Descriptive Analytics, Applied Mathematics

    4.6
    Rating, 4.6 out of 5 stars
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    191 reviews

    Beginner · Specialization · 3 - 6 Months

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    Packt

    Advanced Structure Creation, Water Systems, and Landscaping

    Skills you'll gain: Unreal Engine, 3D Assets, Virtual Environment, 3D Modeling, Computer Graphics, Architectural Design, Visualization (Computer Graphics), Building Design, Performance Tuning

    Advanced · Course · 1 - 3 Months

  • Status: New
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    EDUCBA

    Master & Apply Apartment Lighting Layout Techniques

    Skills you'll gain: AutoCAD, Electrical Wiring, Architectural Drawing, Layout Design, Electrical Systems, Safety Standards, Requirements Analysis, Basic Electrical Systems, Engineering Calculations

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Coursera

    Modern Data Analytics with Python, Excel & Generative AI

    Skills you'll gain: Business Intelligence, Excel Macros, Pandas (Python Package), Forecasting, Data Storytelling, Time Series Analysis and Forecasting, Regression Analysis, Data Quality, Microsoft Excel, Generative AI, Data Analysis, Report Writing, Interactive Data Visualization, Data Modeling, Exploratory Data Analysis, Data Visualization, Statistical Analysis, Automation, ChatGPT, Python Programming

    4.4
    Rating, 4.4 out of 5 stars
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    429 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
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    Coursera

    Building Trustworthy AI

    Skills you'll gain: AI Security, Responsible AI, Threat Modeling, DevSecOps, Governance Risk Management and Compliance, Compliance Management, Data Ethics, Data Governance, Model Evaluation, Reinforcement Learning, Risk Management, Prompt Engineering, Governance, Regulatory Compliance, Security Testing, MLOps (Machine Learning Operations), MITRE ATT&CK Framework, Continuous Monitoring, Ethical Standards And Conduct, Vulnerability Assessments

    Intermediate · Specialization · 3 - 6 Months

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

  • Introduction to Risk Management: New York Institute of Finance
  • OutSystems Fundamentals Create Your First Web App: Coursera
  • Operations Analytics: University of Pennsylvania
  • Construction Finance: Columbia University
  • Improve Accuracy with ML Ensemble Methods: Coursera
  • Systems and Cybersecurity Fundamentals Part 1: Northeastern University
  • Microsoft Excel: Microsoft
  • Mathematics for Engineering: Birla Institute of Technology & Science, Pilani
  • Advanced Structure Creation, Water Systems, and Landscaping: Packt
  • Master & Apply Apartment Lighting Layout Techniques: EDUCBA

Skills you can learn in Probability And Statistics

R Programming (19)
Inference (16)
Linear Regression (12)
Statistical Analysis (12)
Statistical Inference (11)
Regression Analysis (10)
Biostatistics (9)
Bayesian (7)
Logistic Regression (7)
Probability Distribution (7)
Bayesian Statistics (6)
Medical Statistics (6)

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