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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


  • J

    Johns Hopkins University

    Analysis and Interpretation of Large-Scale Programs

    Skills you'll gain: Program Evaluation, Health Equity, Quantitative Research, Data Analysis, Statistical Analysis, Analysis, Health Assessment, Statistical Reporting, Health Disparities, Exploratory Data Analysis, Data Collection, Sampling (Statistics), Public Health and Disease Prevention, Maternal Health, Model Evaluation, Research Design

    4.8 stars, 69 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (69) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Web Analytics & Reporting

    Skills you'll gain: Google Analytics, Web Analytics, Conversion Funnel Analysis, Marketing Effectiveness, Marketing Analytics, Looker (Software), Content Performance Analysis, Data-Driven Marketing, Data Visualization, Marketing Automation, Digital Marketing Tools, Customer Insights, Campaign Management, Data-Driven Decision-Making, Business Reporting, Performance Reporting, Trend Analysis, Data Validation, Statistical Analysis, Key Performance Indicators (KPIs)

    Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • D

    Duke University

    Raising Impact Investment Capital

    Skills you'll gain: Financial Modeling, Entrepreneurial Finance, Return On Investment, Due Diligence, Financial Forecasting, Social Impact, Investments, Contract Negotiation, Entrepreneurship, Capital Budgeting, Environmental Social And Corporate Governance (ESG), Fundraising, Negotiation, Business Modeling, Finance, Strategic Partnership, Capital Markets, Performance Measurement, Business Strategy, Growth Strategies

    4.9 stars, 68 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.9 (68) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    Edureka

    Mastering AI: Neural Nets, Vision System, Speech Recognition

    Skills you'll gain: Supervised Learning, Computer Vision, Recurrent Neural Networks (RNNs), Machine Learning Methods, Convolutional Neural Networks, Plot (Graphics), Matplotlib, Data Visualization, Probability & Statistics, Deep Learning, AI Personalization, Classification Algorithms, Artificial Intelligence, Plotly, Statistical Analysis, Statistical Methods, Machine Learning, Applied Machine Learning, Digital Signal Processing, Statistical Inference

    3.8 stars, 8 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 3.8 (8) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Strategic Product Development

    Skills you'll gain: New Product Development, Product Strategy, Product Development, Innovation, Team Management, Product Planning, Team Performance Management, Project Portfolio Management, Agile Product Development, Product Roadmaps, Process Development, Team Building, Corporate Strategy, Market Opportunities, Technology Roadmaps, Business Strategy, Portfolio Management, Business Modeling, Agile Methodology

    5 stars, 20 reviews, Beginner, Course, 1 - 3 Months

    ★ 5 (20) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • J

    Johns Hopkins University

    Introduction to Uncertainty Quantification

    Skills you'll gain: Probability, Bayesian Statistics, Probability Distribution, Failure Analysis, Probability & Statistics, Estimation, Mathematical Modeling, Statistical Modeling, Statistical Inference, Statistical Methods, Markov Model, Reliability, Simulations, Sampling (Statistics), Numerical Analysis, Applied Mathematics, Statistical Analysis, Simulation and Simulation Software

    5 stars, 10 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 5 (10) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • E

    EDUCBA

    Equity Research Report Writing: Analyze & Structure

    Skills you'll gain: Research Reports, Report Writing, Case Studies, Financial Reporting, Business Writing, Analysis, Data Analysis, Financial Analysis, Writing, Equities, Concision, Financial Modeling, Predictive Analytics, Target Audience, Data Science, Credit Risk, Predictive Modeling, Machine Learning, R Programming, Logistic Regression

    4.9 stars, 30 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.9 (30) · Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • J

    Johns Hopkins University

    Artificial Intelligence for Breast Cancer Detection

    Skills you'll gain: Mammography, Model Evaluation, Model Training, Artificial Intelligence, Bayesian Network, Image Analysis, AI Product Strategy, Machine Learning Methods, Oncology, Artificial Neural Networks, Medical Imaging, Machine Learning, Applied Machine Learning, Deep Learning, Epidemiology

    4.6 stars, 81 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (81) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    Python for Data Visualization: Matplotlib & Seaborn

    Skills you'll gain: Matplotlib, Histogram, Plot (Graphics), Data Visualization, Seaborn, Scatter Plots, Data Visualization Software, Scientific Visualization, Interactive Data Visualization, Statistical Visualization, Exploratory Data Analysis, Graphing, Python Programming

    4.6 stars, 78 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.6 (78) · Beginner · Guided Project · Less Than 2 Hours

    Status: Free trial
    Free trial
  • C

    Coursera

    Build a Machine Learning Web App with Streamlit and Python

    Skills you'll gain: Machine Learning Algorithms, Dashboard Creation, Classification Algorithms, Interactive Data Visualization, Data Visualization Software, Model Evaluation, Applied Machine Learning, Machine Learning, Scikit Learn (Machine Learning Library), Plot (Graphics), Web Applications, Logistic Regression, Predictive Modeling, Model Training, Data Science, Python Programming, Fine-tuning, Model Optimization, Pandas (Python Package)

    4.7 stars, 419 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.7 (419) · Intermediate · Guided Project · Less Than 2 Hours

  • U

    University of Washington

    Communicating Data Science Results

    Skills you'll gain: Scientific Visualization, Data Ethics, Data Presentation, Statistical Visualization, Data Storytelling, Data Visualization Software, Data Sharing, Data Governance, Big Data, Technical Communication, Graphic and Visual Design, Cloud Computing, Amazon Web Services, Information Privacy, Ethical Standards And Conduct

    3.4 stars, 142 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 3.4 (142) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Pittsburgh

    Bayesian Inference Fundamentals

    Skills you'll gain: Bayesian Statistics, Statistics, Statistical Inference, Probability & Statistics, Statistical Modeling, Statistical Methods, Probability Distribution, Statistical Analysis, Markov Model, Statistical Programming, Algorithms

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular statistical modeling courses

  • Analysis and Interpretation of Large-Scale Programs: Johns Hopkins University
  • Web Analytics & Reporting: Coursera
  • Raising Impact Investment Capital: Duke University
  • Mastering AI: Neural Nets, Vision System, Speech Recognition: Edureka
  • Strategic Product Development: University of Colorado Boulder
  • Introduction to Uncertainty Quantification: Johns Hopkins University
  • Equity Research Report Writing: Analyze & Structure: EDUCBA
  • Artificial Intelligence for Breast Cancer Detection: Johns Hopkins University
  • Python for Data Visualization: Matplotlib & Seaborn: Coursera
  • Build a Machine Learning Web App with Streamlit and Python: Coursera

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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