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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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    M

    McMaster University

    Experimentation for Improvement

    Skills you'll gain: Experimentation, Data Visualization, Predictive Modeling, Pareto Chart, Process Improvement and Optimization, Process Optimization, Statistical Methods, Performance Tuning, Mathematical Modeling, R Programming, Data Analysis, Statistical Analysis, R (Software), Case Studies

    4.9
    Rating, 4.9 out of 5 stars
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    925 reviews

    Intermediate · Course · 1 - 3 Months

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    P

    Packt

    Advanced Blender Asset Creation & Exporting

    Skills you'll gain: 3D Assets, 3D Modeling, Computer Graphic Techniques, Computer Graphics, Data Import/Export, Performance Tuning

    Intermediate · Course · 1 - 3 Months

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    D

    Duke University

    Data Science Math Skills

    Skills you'll gain: Probability, Graphing, Algebra, Bayesian Statistics, Arithmetic, Data Science, Calculus, Data Analysis, Descriptive Statistics

    4.5
    Rating, 4.5 out of 5 stars
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    13K reviews

    Beginner · Course · 1 - 4 Weeks

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    U

    University of Washington

    Machine Learning Foundations: A Case Study Approach

    Skills you'll gain: Applied Machine Learning, Feature Engineering, Regression Analysis, Machine Learning, Image Analysis, Supervised Learning, Artificial Intelligence, Deep Learning, Classification And Regression Tree (CART), Computer Vision, Predictive Modeling, Natural Language Processing, Text Mining, Python Programming, Data Mining

    4.6
    Rating, 4.6 out of 5 stars
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    14K reviews

    Mixed · Course · 1 - 3 Months

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    A

    AI Business School

    Practical AI and prompting for finance professionals

    Skills you'll gain: Prompt Engineering, Generative AI, Financial Forecasting, AI Personalization, Sales, AI Product Strategy, ChatGPT, Large Language Modeling, LLM Application, Artificial Intelligence, Finance, Financial Acumen, Risk Analysis, Business Risk Management, Ideation, Content Creation, Business Transformation, Innovation

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    C

    Columbia University

    Introduction to Financial Engineering and Risk Management

    Skills you'll gain: Financial Market, Securities (Finance), Derivatives, Financial Systems, Actuarial Science, Mathematical Modeling, Applied Mathematics, Financial Trading, Capital Markets, Financial Services, Securities Trading, Futures Exchange, Equities, Finance, Financial Modeling, Market Liquidity, Risk Modeling, Probability, Risk Management, Portfolio Management

    4.7
    Rating, 4.7 out of 5 stars
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    307 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of California San Diego

    Interaction Design

    Skills you'll gain: Design Research, Interaction Design, User Experience Design, Statistical Analysis, Usability, Ideation, User Research, Graphic and Visual Design, User Interface (UI) Design, Experimentation, Prototyping, Human Centered Design, Usability Testing, Human Computer Interaction, A/B Testing, Human Factors, Collaborative Software, Telecommuting, R Programming, Storyboarding

    4.5
    Rating, 4.5 out of 5 stars
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    4K reviews

    Intermediate · Specialization · 3 - 6 Months

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    U

    Universiteit Leiden

    Population Health: Responsible Data Analysis

    Skills you'll gain: Statistical Inference, Statistical Hypothesis Testing, Regression Analysis, R Programming, Data Analysis, Descriptive Statistics, Statistical Methods, Probability & Statistics, Data Ethics, Data Collection, Exploratory Data Analysis, Statistical Modeling, Data Cleansing, Data Security

    4.6
    Rating, 4.6 out of 5 stars
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    45 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Pennsylvania

    Introduction to Operations Management

    Skills you'll gain: Operations Management, Operational Efficiency, Process Analysis, Process Management, Process Improvement, Lean Methodologies, Workflow Management, Continuous Improvement Process, Capacity Planning, Quality Management, Supply Chain Management, Inventory Management System, Statistical Process Controls, Process Flow Diagrams, Root Cause Analysis

    4.4
    Rating, 4.4 out of 5 stars
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    2.8K reviews

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    生成式 AI:剖析基本概念

    Skills you'll gain: Responsible AI, Generative AI, Google Cloud Platform, Large Language Modeling, Data Modeling, Data Ethics, Unstructured Data, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    E

    EDHEC Business School

    Advanced Portfolio Construction and Analysis with Python

    Skills you'll gain: Portfolio Management, Investment Management, Financial Modeling, Return On Investment, Asset Management, Financial Market, Estimation, Statistical Methods, Python Programming, Regression Analysis, Risk Analysis, Risk Management, Time Series Analysis and Forecasting

    4.7
    Rating, 4.7 out of 5 stars
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    510 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    ESSEC Business School

    Foundations of marketing analytics

    Skills you'll gain: Marketing Analytics, Customer Analysis, Advanced Analytics, Business Analytics, Statistical Programming, Customer Insights, R Programming, Data-Driven Decision-Making, Data Analysis Software, Target Market, Statistical Analysis, Predictive Modeling, Customer Relationship Management, Statistical Methods, Unsupervised Learning

    4.6
    Rating, 4.6 out of 5 stars
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    762 reviews

    Mixed · Course · 1 - 3 Months

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

  • Experimentation for Improvement: McMaster University
  • Advanced Blender Asset Creation & Exporting: Packt
  • Data Science Math Skills: Duke University
  • Machine Learning Foundations: A Case Study Approach: University of Washington
  • Practical AI and prompting for finance professionals: AI Business School
  • Introduction to Financial Engineering and Risk Management: Columbia University
  • Interaction Design: University of California San Diego
  • Population Health: Responsible Data Analysis: Universiteit Leiden
  • Introduction to Operations Management: University of Pennsylvania
  • 生成式 AI:剖析基本概念: Google Cloud

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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