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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

    Building Data Visualization Tools

    Skills you'll gain: Ggplot2, Plot (Graphics), Data Visualization Software, Data Visualization, Interactive Data Visualization, Scatter Plots, Statistical Visualization, Histogram, Graphic and Visual Design, R Programming, Graphic Design, Graphical Tools, R (Software), Data Mapping, Graphing, Spatial Data Analysis, Geospatial Mapping

    3.9 stars, 158 reviews, Intermediate, Course, 1 - 3 Months

    ★ 3.9 (158) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • 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

    4.7 stars, 13 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 4.7 (13) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Machine Learning Algorithms with Python in Business Analytics

    Skills you'll gain: Classification Algorithms, Business Analytics, Data Preprocessing, Analytics, Regression Analysis, Machine Learning Algorithms, Applied Machine Learning, Scikit Learn (Machine Learning Library), Unsupervised Learning, Machine Learning Methods, Data Processing, Predictive Modeling, Machine Learning, Python Programming, Decision Tree Learning

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

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

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

    University of California, Irvine

    Emergent Phenomena in Science and Everyday Life

    Skills you'll gain: Systems Thinking, Materials science, Quantum computing, Biology, Science and Research, Scientific Methods, Mathematical Modeling, Physics, Applied Mathematics, Neurology

    4.4 stars, 170 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.4 (170) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • P

    Packt

    CRISC: Certified in Risk and Information Systems Control

    Skills you'll gain: Governance Risk Management and Compliance, Vulnerability Scanning, Business Continuity Planning, Law, Regulation, and Compliance, General Data Protection Regulation (GDPR), Threat Management, Cyber Security Assessment, Computer Security Awareness Training, Cyber Risk, Contingency Planning, Compliance Management, Internal Controls, Data Governance, Regulatory Compliance, Governance, Continuous Monitoring, Data Management, Key Performance Indicators (KPIs), Enterprise Security, Human Factors (Security)

    4.9 stars, 57 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.9 (57) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Exploratory Data Analysis for the Public Sector with ggplot

    Skills you'll gain: Data Visualization, Exploratory Data Analysis, Plot (Graphics), Data Presentation, Ggplot2, R (Software), Statistical Visualization, R Programming, Data Visualization Software, Data Analysis, Scatter Plots, Statistical Analysis, Histogram, Tidyverse (R Package), Public Administration, Statistical Programming, Trend Analysis

    4.8 stars, 12 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (12) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    AI Security: Security in the Age of Artificial Intelligence

    Skills you'll gain: Threat Modeling, Data Loss Prevention, Mobile Security, DevSecOps, MLOps (Machine Learning Operations), Vulnerability Scanning, Model Optimization, Incident Response, LLM Application, Hardening, Application Security, Anomaly Detection, Responsible AI, Security Controls, Data Security, CI/CD, Infrastructure Security, Continuous Monitoring, Penetration Testing, Vulnerability Assessments

    Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • R

    Rice University

    Финансы для нефинансистов

    Skills you'll gain: Capital Budgeting, Finance, Capital Expenditure, Financial Analysis, Financial Modeling, Corporate Finance, Financial Acumen, Financial Statement Analysis, Financial Planning, Business Valuation, Financial Management, Return On Investment, Cash Flows, Spreadsheet Software, Financial Statements, Financial Market, Investment Management, Cash Flow Forecasting, Investments, Risk Analysis

    4.5 stars, 17 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.5 (17) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • E

    Edureka

    Data Storytelling with Power BI

    Skills you'll gain: Dashboard Creation, Spreadsheet Software, Microsoft Excel

    4.6 stars, 174 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (174) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • M

    MathWorks

    Designing and Simulating Physical Models

    Skills you'll gain: Model Based Systems Engineering, Systems Integration, Simulation and Simulation Software, Robotics, Mathematical Modeling, Simulations, Engineering Software, Engineering, Electronic Systems, Mechanical Engineering, Virtual Environment, Control Systems

    4.8 stars, 14 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • I

    Imperial College London

    Evaluation of Digital Health Interventions

    Skills you'll gain: Data Presentation, Data Visualization Software, Interactive Data Visualization, Health Informatics, Digital Analysis, Tableau Software, Model Evaluation, Information Management, Analytics, Health Technology, Data Management, Science and Research, Clinical Trials, Statistical Analysis

    4.8 stars, 71 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (71) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • S

    SkillsBooster Academy

    Introduction to AI for Beginners

    Skills you'll gain: Prompt Engineering, Responsible AI, Large Language Modeling, AI literacy, Generative AI, AI Personalization, AI powered creativity, Artificial Intelligence, Email Automation, LLM Application, Data Ethics, ChatGPT, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), Content Creation, Personal Development, Productivity, Photo/Video Production and Technology, Creative Thinking, Organizational Skills

    4.8 stars, 88 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (88) · Beginner · Course · 1 - 3 Months

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

  • Building Data Visualization Tools: Johns Hopkins University
  • Data Mining in Python: University of Michigan
  • Machine Learning Algorithms with Python in Business Analytics: University of Illinois Urbana-Champaign
  • Emergent Phenomena in Science and Everyday Life: University of California, Irvine
  • CRISC: Certified in Risk and Information Systems Control: Packt
  • Exploratory Data Analysis for the Public Sector with ggplot: University of Michigan
  • AI Security: Security in the Age of Artificial Intelligence: Coursera
  • Финансы для нефинансистов: Rice University
  • Data Storytelling with Power BI: Edureka
  • Designing and Simulating Physical Models: MathWorks

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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