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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 Michigan

    Data Mining in Python

    Skills you'll gain: Data Mining, Unsupervised Learning, Data Science, Anomaly Detection, Machine Learning Methods, Statistical Methods, Linear Algebra, Python Programming, Classification Algorithms

    4.6 stars, 14 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 4.6 (14) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IBM

    Capstone Project: Applying Business Analysis Skills

    Skills you'll gain: Stakeholder Management, Business Analysis, User Requirements Documents, Looker (Software), Requirements Analysis, Project Management, Project Design, Requirements Management, Process Optimization, Data Analysis Software, Oral Expression, Operational Analysis, IBM Cognos Analytics, Business Analytics, Data Cleansing

    3.4 stars, 31 reviews, Advanced, Course, 1 - 3 Months

    ★ 3.4 (31) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Input Filter Design

    Skills you'll gain: Power Electronics, electromagnetics, Electrical Engineering, Electronic Systems, Electronics, Electronics Engineering, Electrical Systems, Computer-Aided Design, Technical Design, Engineering Design Process, Control Systems, Simulation and Simulation Software, Design Specifications

    4.7 stars, 42 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (42) · Intermediate · Course · 1 - 4 Weeks

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

    Google

    Google サイバーセキュリティ

    Skills you'll gain: Threat Modeling, Security Controls, Incident Response, Computer Security Incident Management, Intrusion Detection and Prevention, Vulnerability Management, Cybersecurity, Hardening, Network Security, Stakeholder Communications, Relational Databases, Security Information and Event Management (SIEM), TCP/IP, Cyber Attacks, Bash (Scripting Language), Incident Management, Threat Management, Data Security, Security Management, Debugging

    4.7 stars, 240 reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.7 (240) · Beginner · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Maryland, College Park

    AI Applications in Accounting and Finance

    Skills you'll gain: Unstructured Data, Applied Machine Learning, Financial Data, Financial Statement Analysis, Image Analysis, Finance, Financial Analysis, Accounting, Emerging Technologies, Artificial Intelligence, Text Mining, Machine Learning, Social Media Analytics, AI Integrations, Data-Driven Decision-Making, Natural Language Processing, Model Evaluation

    4.4 stars, 10 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.4 (10) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • S

    STARWEAVER

    Matlab and Simulink Basics

    Skills you'll gain: Matlab, Data Visualization, Engineering Practices, Data Analysis, Model Based Systems Engineering, Applied Mathematics, Computer Programming, Data Integration, Data Manipulation

    4.1 stars, 58 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.1 (58) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of Colorado Boulder

    Stability and Capability in Quality Improvement

    Skills you'll gain: Process Capability, Statistical Process Controls, R (Software), Statistical Analysis, Statistical Software, Data Analysis Software, R Programming, Quality Control, Probability & Statistics, Quality Improvement, Statistical Methods, Plot (Graphics), Process Analysis, Data Transformation, Statistical Hypothesis Testing, Probability Distribution

    4.1 stars, 17 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.1 (17) · Intermediate · Course · 1 - 3 Months

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

    University of Alberta

    Science Literacy

    Skills you'll gain: Scientific Methods, Science and Research, General Science and Research, Research Methodologies, Research, Research Design, Peer Review, Experimentation, Media and Communications, Correlation Analysis, Journalism, Statistical Analysis, Probability & Statistics, Descriptive Statistics, Communication

    4.4 stars, 290 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.4 (290) · Beginner · Course · 1 - 3 Months

    Category: Free
    Free
  • J

    Johns Hopkins University

    Bioinformatics Methods for Transcriptomics

    Skills you'll gain: Bioinformatics, R (Software), Molecular Biology, Data Analysis Software, Statistical Analysis, Statistical Methods, Analysis, Command-Line Interface, Data Processing, Linux Commands, Linux

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • K

    Korea Advanced Institute of Science and Technology(KAIST)

    Practical Python for AI Coding 1

    Skills you'll gain: NumPy, Python Programming, Artificial Intelligence, Programming Principles, Tensorflow, Data Structures, Development Environment, Software Installation, Data Manipulation, Package and Software Management

    4.6 stars, 89 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (89) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • L

    L&T EduTech

    Airport Infrastructure Development

    Skills you'll gain: Civil Engineering, Construction Engineering, Land Development, Building Information Modeling, Construction, Construction Management, Aerospace Basic Quality System Standards, Capacity Planning, Building Design, Building Services Engineering, Facility Management, Facility Repair And Maintenance, Landscape Architecture, Construction Estimating, Architectural Design, Environmental Engineering, Security Strategy, Energy and Utilities, Process Analysis, Engineering Plans And Specifications

    4.8 stars, 21 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.8 (21) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    Edureka

    Generative AI for Automation

    Skills you'll gain: Prompt Patterns, Generative AI Agents, AI Orchestration, AI Workflows, Business Process Automation, Make.com, Large Language Modeling, Automation, ChatGPT, Agentic systems, Generative Model Architectures, Agentic Workflows, LangChain, Responsible AI, AI Security, Workflow Management, OpenAI, Process Optimization, Application Programming Interface (API), Decision Support Systems

    4.3 stars, 30 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.3 (30) · Beginner · Specialization · 1 - 3 Months

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

  • Data Mining in Python: University of Michigan
  • Capstone Project: Applying Business Analysis Skills: IBM
  • Input Filter Design: University of Colorado Boulder
  • Google サイバーセキュリティ: Google
  • AI Applications in Accounting and Finance: University of Maryland, College Park
  • Matlab and Simulink Basics: STARWEAVER
  • Stability and Capability in Quality Improvement: University of Colorado Boulder
  • Science Literacy: University of Alberta
  • Bioinformatics Methods for Transcriptomics: Johns Hopkins University
  • Practical Python for AI Coding 1: Korea Advanced Institute of Science and Technology(KAIST)

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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