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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


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    I

    IBM

    DataOps Methodology

    Skills you'll gain: Data Governance, Data Management, Data Modeling, Data Quality, Data Integration, Metadata Management, Data Transformation, Data-Driven Decision-Making, Taxonomy, Data Pipelines, Business Process Automation, IT Automation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    60 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Interpretable Machine Learning Applications: Part 2

    Skills you'll gain: Model Evaluation, Applied Machine Learning, Data Preprocessing, Classification Algorithms, Random Forest Algorithm, Decision Intelligence, Data Transformation, Machine Learning Methods, Model Training, Predictive Modeling, Regression Analysis, Decision Tree Learning, Machine Learning, Exploratory Data Analysis, Data Validation, Performance Measurement

    4.3
    Rating, 4.3 out of 5 stars
    ·
    34 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    C

    Coursera

    AI-Driven Financial Planning, Forecasting, and Automation

    Skills you'll gain: Financial Forecasting, Supervised Learning, Variance Analysis, Forecasting, Financial Data, Applied Machine Learning, Risk Modeling, Predictive Analytics, Predictive Modeling, Budgeting, Financial Modeling, Model Evaluation, Credit Risk, Revenue Forecasting, Cost Management, Data-Driven Decision-Making, Financial Analysis, Operating Budget, Risk Analysis, Data Pipelines

    Intermediate · Course · 1 - 3 Months

  • U

    University of Illinois Urbana-Champaign

    Advanced Topics in Artificial Intelligence

    Skills you'll gain: Responsible AI, Automation, Artificial Intelligence, Cloud Infrastructure, Infrastructure Architecture, Business Technologies, AI Personalization, Risking, Predictive Modeling, Business Operations

    Build toward a degree

    4.2
    Rating, 4.2 out of 5 stars
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    23 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    S

    SkillUp

    Generative AI: Advancing Systems Analysis & Architecture

    Skills you'll gain: Process Modeling, Business Process Modeling, Business Workflow Analysis, Systems Analysis, Workflow Management, Stakeholder Communications, Generative AI, AI Workflows, Process Optimization, Miro AI, Process Mapping, Consulting, Business Analysis Tools, Process Flow Diagrams, Requirements Elicitation, AI Integrations, Systems Architecture, Solution Architecture, Software Architecture, Systems Thinking

    4.8
    Rating, 4.8 out of 5 stars
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    18 reviews

    Intermediate · Course · 1 - 4 Weeks

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    É

    École Polytechnique Fédérale de Lausanne

    Geographical Information Systems - Part 2

    Skills you'll gain: Spatial Analysis, Spatial Data Analysis, GIS Software, Geospatial Information and Technology, Geographic Information Systems, Geospatial Mapping, Geostatistics, Interactive Data Visualization, Data Integration, Data Mapping, Augmented Reality, Statistical Analysis, Sampling (Statistics)

    Beginner · Course · 1 - 3 Months

  • Status: New
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    C

    Coursera

    Open source Data Engineering with Spark, dbt & Airflow

    Skills you'll gain: Data Warehousing, Data Flow Diagrams (DFDs), Data Modeling, Data Pipelines, Ansible, Cloud Security, Diagram Design, Data Validation, Database Design, Apache Airflow, Star Schema, Snowflake Schema, Interviewing Skills, Apache Spark, PySpark, CI/CD, Docker (Software), SQL, Workflow Management, Git (Version Control System)

    Intermediate · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
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    U

    University of Minnesota

    Social Determinants of Health: Data to Action

    Skills you'll gain: Social Determinants Of Health, Health Equity, Health Disparities, Health Systems, Community Health, Public Health, Health Informatics, Healthcare Ethics, Health Policy, Maternal Health, Public Health and Disease Prevention, Statistical Analysis, Systems Thinking, Epidemiology, Statistical Software, Data Analysis, Community Development, Scatter Plots, Climate Change Programs, Environmental Science

    4.8
    Rating, 4.8 out of 5 stars
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    22 reviews

    Beginner · Specialization · 3 - 6 Months

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    K

    Korea Advanced Institute of Science and Technology(KAIST)

    Differential Equations Part III Systems of Equations

    Skills you'll gain: Differential Equations, Applied Mathematics, Advanced Mathematics, Linear Algebra, Calculus, Mathematical Modeling, Mathematical Theory & Analysis

    4.3
    Rating, 4.3 out of 5 stars
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    14 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    J

    Johns Hopkins University

    Measuring the Success of a Patient Safety or Quality Improvement Project (Patient Safety VI)

    Skills you'll gain: Patient Safety, Data Literacy, Performance Measurement, Data Visualization, Data Analysis, Data Presentation, Continuous Quality Improvement (CQI), Data Visualization Software, Statistical Reporting, Quantitative Research, Data Integration

    4.7
    Rating, 4.7 out of 5 stars
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    97 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Data Storage in Microsoft Azure for Associate Developers

    Skills you'll gain: Microsoft Azure, Data Store, Data Storage, Cloud Storage, Data Storage Technologies, Cloud Engineering, Cloud Security, Data Security, Cloud Development, Data Management, Data Modeling, Security Controls, Cloud Applications, Cloud Services, Database Architecture and Administration, Threat Management, Data Access, Cloud-Based Integration, File Management, Analytics

    4.5
    Rating, 4.5 out of 5 stars
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    36 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Advanced Budgeting Across Automobile, IT & Banking

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Budget Management, Budgeting, Banking Services, Banking, Financial Data, Revenue Forecasting, Financial Forecasting, Trend Analysis, Business Modeling, Financial Analysis, Business Acumen, Cost Management, Operating Budget, Financial Management, Corporate Finance, Financial Modeling, Commercial Lending, Business

    5
    Rating, 5 out of 5 stars
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    43 reviews

    Beginner · Specialization · 1 - 3 Months

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

  • DataOps Methodology: IBM
  • Interpretable Machine Learning Applications: Part 2: Coursera
  • AI-Driven Financial Planning, Forecasting, and Automation: Coursera
  • Advanced Topics in Artificial Intelligence: University of Illinois Urbana-Champaign
  • Generative AI: Advancing Systems Analysis & Architecture: SkillUp
  • Geographical Information Systems - Part 2: École Polytechnique Fédérale de Lausanne
  • Open source Data Engineering with Spark, dbt & Airflow: Coursera
  • Social Determinants of Health: Data to Action: University of Minnesota
  • Differential Equations Part III Systems of Equations: Korea Advanced Institute of Science and Technology(KAIST)
  • Measuring the Success of a Patient Safety or Quality Improvement Project (Patient Safety VI): Johns Hopkins University

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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