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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


  • G

    Georgia Institute of Technology

    Mechanics of Materials IV: Deflections, Buckling, Combined Loading & Failure Theories

    Skills you'll gain: Structural Analysis, Structural Engineering, Failure Analysis, Engineering Practices, Engineering Analysis, Mechanical Design, Engineering Calculations, Mechanical Engineering, Mechanics, Mathematical Modeling, Torque (Physics), Integral Calculus, Differential Equations

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

  • U

    University of Colorado Boulder

    Statistics and Data Analysis with Excel, Part 1

    Skills you'll gain: Descriptive Statistics, Statistical Visualization, Data Transformation, Data Cleansing, Probability, Box Plots, Histogram, Probability Distribution, Probability & Statistics, Scatter Plots, Statistics, Microsoft Excel, Excel Formulas, Data Analysis, Statistical Methods, Spreadsheet Software, Bayesian Statistics

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

  • U

    Universidad de los Andes

    ¿Cómo convertir mi idea en empresa?

    Skills you'll gain: User Feedback, Entrepreneurship, New Product Development, Business Development, Product Improvement, New Business Development, Product Development, Customer Analysis, Ideation, Market Opportunities, Consumer Behaviour, Value Propositions, Needs Assessment, Business Modeling, Verification And Validation, Customer Insights, Product Testing

    ★ 4.7 (494) · Beginner · Course · 1 - 3 Months

  • O

    Olay

    Cosmetic Formulation Science

    Skills you'll gain: Laboratory Procedures, Laboratory Testing, Chemistry, Safety Standards, Product Design, Regulatory Compliance, Mathematical Modeling, Product Testing, Design Specifications, Materials science, Personal protective equipment, Record Keeping, Quality Assurance, Product Development, Technical Documentation, Performance Testing

    ★ 4.7 (128) · Beginner · Course · 1 - 3 Months

  • D

    Duke University

    Python Essentials for MLOps

    Skills you'll gain: Pandas (Python Package), MLOps (Machine Learning Operations), NumPy, Unit Testing, Model Deployment, Data Manipulation, Test Script Development, Software Testing, Data Import/Export, Applied Machine Learning, Test Automation, Data Wrangling, Python Programming, Code Reusability, Data Processing, Debugging, Data Structures, Machine Learning, Object Oriented Programming (OOP), Scripting

    ★ 4.2 (360) · Intermediate · Course · 1 - 3 Months

  • U

    Universidad Nacional Autónoma de México

    Evaluación de inversiones en Bienes de Capital

    Skills you'll gain: Capital Budgeting, Capital Expenditure, Financial Analysis, Return On Investment, Financial Modeling, Investment Management, Business Valuation, Fixed Asset, Project Finance, Financial Statement Analysis, International Finance, Financial Statements, Corporate Finance, Financial Forecasting, Risk Management, Loans, Risk Analysis

    ★ 4.2 (466) · Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Machine Learning in the Enterprise

    Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Model Training, Google Cloud Platform, AI Workflows, Data Management, Data Governance, Machine Learning Methods, Machine Learning Software, Model Optimization, Workflow Management, Data Store, Tensorflow, Data Preprocessing, Applied Machine Learning, Data Pipelines, Machine Learning, Predictive Modeling, Cloud Computing

    ★ 4.6 (1.5K) · Intermediate · Course · 1 - 3 Months

  • L

    L&T EduTech

    Power System: Generation, Transmission and Protection

    Skills you'll gain: Electrical Power, Electric Power Systems, Electrical Systems, Control Systems, Electrical Substation, Electrical Equipment, Energy and Utilities, Electrical Safety, Plant Operations and Management, Three-Phase, High Voltage, Machine Controls, Power Electronics, Automation Engineering, Basic Electrical Systems, Process Control, Mathematical Modeling, Matlab, Electrical Engineering, electromagnetics

    ★ 4.5 (283) · Intermediate · Specialization · 3 - 6 Months

  • G

    Google Cloud

    Build and Modernize Applications With Generative AI

    Skills you'll gain: Generative AI, Prompt Engineering Tools, Model Optimization, Serverless Computing, AI Workflows, AI Orchestration, Systems Development Life Cycle, Cloud Development, Development Testing, Mobile Development Tools, AI Enablement, AI Integrations, Application Development, Cloud Platforms, Web Analytics and SEO, Application Deployment, Software Development Tools, Cloud-Based Integration, Code Review, Computer Programming Tools

    ★ 4.2 (51) · Intermediate · Specialization · 3 - 6 Months

  • M

    MathWorks

    Computer Vision for Engineering and Science

    Skills you'll gain: Computer Vision, Image Analysis, Model Evaluation, Model Training, Deep Learning, Matlab, Machine Learning Methods, Data Preprocessing, Machine Learning, Classification Algorithms, Supervised Learning, Machine Learning Algorithms, Transfer Learning, Anomaly Detection, Geospatial Information and Technology, Traffic Flow Optimization, Algorithms

    ★ 4.6 (97) · Intermediate · Specialization · 1 - 3 Months

  • U

    University of Illinois Urbana-Champaign

    Introduction to Applied Business Analytics

    Skills you'll gain: Business Workflow Analysis, Business Analysis, Analytics, Data Preprocessing, Data Analysis, Data-Driven Decision-Making, Descriptive Analytics, Data Presentation, Business Solutions, Python Programming

    ★ 4.6 (325) · Beginner · Course · 1 - 4 Weeks

  • Y

    Yonsei University

    Spatial Data Science and Applications

    Skills you'll gain: Spatial Data Analysis, Spatial Analysis, Geospatial Information and Technology, Geographic Information Systems, Geospatial Mapping, GIS Software, Database Management Systems, Big Data, Database Systems, Apache Hadoop, Data Modeling, PostgreSQL, Network Analysis

    ★ 4.5 (532) · Intermediate · Course · 1 - 3 Months

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

  • Mechanics of Materials IV: Deflections, Buckling, Combined Loading & Failure Theories: Georgia Institute of Technology
  • Statistics and Data Analysis with Excel, Part 1: University of Colorado Boulder
  • ¿Cómo convertir mi idea en empresa?: Universidad de los Andes
  • Cosmetic Formulation Science: Olay
  • Python Essentials for MLOps: Duke University
  • Evaluación de inversiones en Bienes de Capital : Universidad Nacional Autónoma de México
  • Machine Learning in the Enterprise: Google Cloud
  • Power System: Generation, Transmission and Protection: L&T EduTech
  • Build and Modernize Applications With Generative AI: Google Cloud
  • Computer Vision for Engineering and Science: 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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