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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 Pennsylvania

    Operations Analytics

    Skills you'll gain: Descriptive Analytics, Business Analytics, Analytics, Predictive Analytics, Operational Analysis, Predictive Modeling, Data Analysis, Operations Management, Demand Planning, Forecasting, Simulation and Simulation Software, Business Modeling, Risk Modeling, Risk Analysis, Supply Chain Planning, Decision Making, Strategic Decision-Making, Decision Tree Learning, Spreadsheet Software, Microsoft Excel

    4.7 stars, 5.1K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.7 (5.1K) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    Edureka

    Transfer Learning and Fine-Tuning for AI Models

    Skills you'll gain: MLOps (Machine Learning Operations), Fine-tuning, PyTorch (Machine Learning Library), AI Security, Application Deployment, AI Workflows, Prompt Engineering, Hugging Face, Artificial Neural Networks, Deep Learning, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), Generative Model Architectures, Machine Learning Methods, Generative AI, Computer Vision, Artificial Intelligence, Machine Learning, Data Processing, Machine Learning Algorithms

    Intermediate · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Modern Data Analytics with Python, Excel & Generative AI

    Skills you'll gain: Business Intelligence, Excel Macros, Pandas (Python Package), Prompt Engineering, Forecasting, Data Storytelling, Time Series Analysis and Forecasting, Regression Analysis, Data Quality, Responsible AI, ChatGPT, Microsoft Excel, Data Analysis, Report Writing, Interactive Data Visualization, Data Modeling, Generative AI, Data Visualization, Exploratory Data Analysis, Statistical Analysis

    4.4 stars, 494 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.4 (494) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    BiteSize Statistics for Absolute Beginners

    Skills you'll gain: Probability Distribution, Exploratory Data Analysis, Probability, Descriptive Statistics, Statistical Modeling, Data Literacy, Statistics, Probability & Statistics, Statistical Methods, Sampling (Statistics), Statistical Analysis, Statistical Inference, Descriptive Analytics, Data Analysis, Diagnostic Tests, Histogram, Box Plots, Bayesian Statistics, Combinatorics, Risk Modeling

    Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • M

    Microsoft

    Infrastructure and Network Protection

    Skills you'll gain: Infrastructure Security, IT Security Architecture, Cloud Infrastructure, Network Security, Network Infrastructure, AI Security, Infrastructure Architecture, Zero Trust Network Access, AI Integrations, DevSecOps, Enterprise Architecture, Security Architecture Review, Cloud Security, Threat Modeling, Security Controls, Hardening, Endpoint Security, Microsoft Azure, Kubernetes, Risk Management

    Advanced · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Copenhagen Business School

    Sustainable Fashion

    Skills you'll gain: Sustainable Business, Corporate Sustainability, Sustainable Development, Environmental Regulations, Sustainable Systems, Sustainability Standards, Business Transformation, Environmental Social And Corporate Governance (ESG), Innovation, Regulatory Compliance, Consumer Behaviour, Business Modeling, Environmental Issue, Strategic Partnership, Waste Minimization, Product Lifecycle Management, Materials Management, Cross-Functional Collaboration, Case Studies

    4.8 stars, 798 reviews, Beginner, Course, 1 - 3 Months

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

    Category: Preview
    Preview
  • U

    University of Maryland, College Park

    Cybersecurity for Everyone

    Skills you'll gain: Cyber Risk, Cyber Security Policies, Security Management, Cybersecurity, Risk Management, Cyber Security Strategy, Cyber Attacks, Cyber Governance, Cyber Threat Intelligence, Threat Modeling, Infrastructure Security, Telecommunications, Enterprise Security, Security Awareness, General Networking, Exploitation techniques

    4.7 stars, 3.3K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (3.3K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    Madecraft

    15 Mistakes to Avoid in Data Science

    Skills you'll gain: Statistical Reporting, Technical Communication, Data Ethics, Data Collection, Data Science, Data Quality, Sampling (Statistics), Data Cleansing, Data Visualization, Exploratory Data Analysis, Business Analysis, Data-Driven Decision-Making, Code Reusability, Data Validation, Stakeholder Communications, Data Analysis, Analytical Skills, Stakeholder Engagement, Model Evaluation, Critical Thinking

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • D

    Duke University

    Renewable Energy and Green Building Entrepreneurship

    Skills you'll gain: Innovation, Entrepreneurship, Team Building, Business Modeling, Environmental Issue, Business Planning, New Business Development, Sustainable Business, Corporate Sustainability, Business Strategies, Sustainable Development, Social Impact, Entrepreneurial Finance, Energy and Utilities, Sustainable Design, Stakeholder Engagement, Case Studies, Market Opportunities

    4.7 stars, 2.9K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (2.9K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Alberta

    Software Processes and Agile Practices

    Skills you'll gain: Agile Methodology, Kanban Principles, Agile Software Development, Software Development Methodologies, Software Development, Software Development Life Cycle, Agile Product Development, Scrum (Software Development), Software Engineering, Process Driven Development, Agile Project Management, Process Modeling

    4.7 stars, 5.3K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.7 (5.3K) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • B

    British Standards Institution

    Assessing neural network robustness: ISO/IEC 24029-1:2021

    Skills you'll gain: Model Evaluation, Vulnerability Assessments, Performance Testing, Risking, Verification And Validation, Artificial Neural Networks, Statistical Methods, Deep Learning, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Test Data, Regression Analysis

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • D

    Duke University

    Java Programming: Solving Problems with Software

    Skills you'll gain: Debugging, Bioinformatics, Java, Algorithms, Java Programming, Program Development, Programming Principles, Statistical Analysis, Software Design, Computer Programming, Integrated Development Environments, File I/O, Data Processing, Software Documentation, Data Manipulation, Object Oriented Programming (OOP), Data Analysis, Web Scraping, Software Testing, Problem Solving

    4.6 stars, 8.1K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (8.1K) · Beginner · Course · 1 - 3 Months

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

  • Operations Analytics: University of Pennsylvania
  • Transfer Learning and Fine-Tuning for AI Models: Edureka
  • Modern Data Analytics with Python, Excel & Generative AI: Coursera
  • BiteSize Statistics for Absolute Beginners: University of Colorado Boulder
  • Infrastructure and Network Protection: Microsoft
  • Sustainable Fashion: Copenhagen Business School
  • Cybersecurity for Everyone: University of Maryland, College Park
  • 15 Mistakes to Avoid in Data Science: Madecraft
  • Renewable Energy and Green Building Entrepreneurship: Duke University
  • Software Processes and Agile Practices: University of Alberta

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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