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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


  • U

    University of California San Diego

    Machine Learning With Big Data

    Skills you'll gain: Model Evaluation, Exploratory Data Analysis, Apache Spark, Classification Algorithms, Big Data, Model Training, Regression Analysis, Data Mining, Applied Machine Learning, Data Preprocessing, Machine Learning Methods, Statistical Analysis, Machine Learning Software, Machine Learning, Data Analysis, Unsupervised Learning, Machine Learning Algorithms, Data Wrangling, Descriptive Statistics, Data Transformation

    4.6 stars, 2.5K reviews, Mixed, Course, 1 - 3 Months

    ★ 4.6 (2.5K) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of California San Diego

    Designing, Running, and Analyzing Experiments

    Skills you'll gain: Statistical Analysis, Experimentation, Usability Testing, Usability, User Experience Design, Statistical Programming, Statistical Hypothesis Testing, Data Analysis, Statistical Methods, UI/UX Research, R Programming, User Experience, Data Collection, Human Computer Interaction, Statistics, Data Validation, Statistical Modeling, Regression Analysis, Logistic Regression

    3.6 stars, 596 reviews, Intermediate, Course, 1 - 3 Months

    ★ 3.6 (596) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • T

    The State University of New York

    Practical Time Series Analysis

    Skills you'll gain: Time Series Analysis and Forecasting, R (Software), Forecasting, R Programming, Statistical Analysis, Model Evaluation, Data Analysis, Statistical Programming, Data Visualization, Statistical Visualization, Statistical Software, Mathematical Modeling, Statistical Methods, Statistical Modeling, Predictive Analytics, Predictive Modeling, Correlation Analysis, Descriptive Statistics, Statistical Inference, Data Transformation

    4.6 stars, 1.7K reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (1.7K) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • E

    Edureka

    Fine-Tuning Techniques for AI Models

    Skills you'll gain: Model Training, Prompt Engineering, Hugging Face, Large Language Modeling, Supervised Learning, Generative AI, Data Cleansing, Deep Learning, Natural Language Processing, Artificial Intelligence, Machine Learning, Data Quality, Python Programming

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • A

    Arizona State University

    Design of Experiments

    Skills you'll gain: Experimentation, Sample Size Determination, Research Design, Regression Analysis, Statistical Analysis, Science and Research, Scientific Methods, Statistical Methods, Data Analysis Software, Model Optimization, Statistical Software, Mathematical Software, Design Strategies, Sampling (Statistics), Simulations, Probability & Statistics, Statistical Modeling, Statistical Inference, Statistical Hypothesis Testing, Variance Analysis

    4.7 stars, 390 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (390) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    AI Python for Beginners

    Skills you'll gain: Large Language Modeling, Prompt Engineering, LLM Application, Artificial Intelligence, Jupyter, Python Programming, Data Analysis, Artificial Intelligence and Machine Learning (AI/ML), Generative AI Agents, AI Integrations, Data Literacy, Application Development, Scripting, Programming Principles, Automation, Computer Programming, Application Programming Interface (API), Package and Software Management, Data Structures

    4.8 stars, 254 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (254) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • J

    Johns Hopkins University

    Practical Machine Learning

    Skills you'll gain: Model Evaluation, Predictive Modeling, Machine Learning Algorithms, Model Training, Machine Learning Methods, Feature Engineering, Supervised Learning, Machine Learning Software, Classification And Regression Tree (CART), Predictive Analytics, Applied Machine Learning, Data Preprocessing, R Programming, Classification Algorithms, Machine Learning, Random Forest Algorithm, Regression Analysis

    4.5 stars, 3.3K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.5 (3.3K) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    Imperial College London

    Mathematics for Machine Learning: PCA

    Skills you'll gain: Dimensionality Reduction, NumPy, Unsupervised Learning, Statistical Methods, Descriptive Statistics, Jupyter, Statistics, Geometry, Linear Algebra, Data Transformation, Python Programming, Advanced Mathematics, Applied Mathematics, Calculus

    4 stars, 3.2K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4 (3.2K) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • N

    Northwestern University

    Modern Robotics, Course 1: Foundations of Robot Motion

    Skills you'll gain: Robotics, Engineering, Mechanics, Mathematical Software, Mathematical Modeling, Simulation and Simulation Software, Matlab, Control Systems, Applied Mathematics, Physics, Differential Equations

    4.7 stars, 1K reviews, Intermediate, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • N

    Northwestern University

    Fundamentals of Digital Image and Video Processing

    Skills you'll gain: Digital Signal Processing, Image Quality, Image Analysis, Medical Imaging, Telecommunications, Communication Systems, Matlab, Mathematical Modeling, Color Theory, Applied Mathematics, Estimation, Model Optimization

    4.6 stars, 1.8K reviews, Mixed, Course, 1 - 3 Months

    ★ 4.6 (1.8K) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • D

    Dr. Ryan Ahmed

    The Complete Claude Code & Claude Cowork Masterclass

    Skills you'll gain: Claude Code, Prompt Engineering, Anthropic Claude, Model Context Protocol, Agentic Workflows, AI Workflows, Presentations, AI Orchestration, Research Reports, Email Automation, Generative AI Agents, Business Modeling, Vibe coding, Microsoft Office, Financial Modeling, Microsoft Excel, Microsoft PowerPoint, Software Engineering, Data Analysis, Data Visualization

    Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    DeepSeek AI for Business Strategy and Decision-Making

    Skills you'll gain: Prompt Engineering, Responsible AI, AI Enablement, Strategic Thinking, Prompt Patterns, Deepseek, Prompt Engineering Tools, Business Transformation, Digital Transformation, Business Strategy, Decision Intelligence, Strategic Marketing, Performance Measurement, Strategic Planning, Risking, Artificial Intelligence, Marketing, Web Analytics and SEO, Market Trend, Financial Modeling

    Intermediate · Course · 1 - 3 Months

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

  • Machine Learning With Big Data: University of California San Diego
  • Designing, Running, and Analyzing Experiments: University of California San Diego
  • Practical Time Series Analysis: The State University of New York
  • Fine-Tuning Techniques for AI Models: Edureka
  • Design of Experiments: Arizona State University
  • AI Python for Beginners: DeepLearning.AI
  • Practical Machine Learning: Johns Hopkins University
  • Mathematics for Machine Learning: PCA: Imperial College London
  • Modern Robotics, Course 1: Foundations of Robot Motion: Northwestern University
  • Fundamentals of Digital Image and Video Processing: Northwestern 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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