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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


  • P

    Packt

    Data Preparation and Visualization with Power BI

    Skills you'll gain: Data Analysis Expressions (DAX), Power BI, Dashboard, Pivot Tables And Charts, Dashboard Creation, Data Transformation, Data Visualization Software, Interactive Data Visualization, Data Modeling, Data Presentation, Microsoft Excel, Performance Reporting, Report Writing, Data Cleansing, Data Sharing

    Intermediate · Course · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • U

    University of Colorado Boulder

    Introduction to Bayesian Statistics for Data Science

    Skills you'll gain: Bayesian Statistics, Statistical Inference, Statistical Modeling, Predictive Analytics, Predictive Modeling, Statistical Methods, Data Ethics, Data Science, Probability, Regression Analysis, Probability Distribution

    Intermediate · Course · 1 - 3 Months

  • I

    Institut Mines-Télécom

    La Data Intelligence au service des organisations

    Skills you'll gain: Digital Transformation, Data Management, Data Strategy, Data Modeling, Data Quality, General Data Protection Regulation (GDPR), Business Transformation, Data Governance, Business Intelligence, Data-Driven Decision-Making, Data Analysis, Data Literacy, Big Data, Regulation and Legal Compliance, Information Privacy, Data Visualization, Business Strategy, Artificial Intelligence

    ★ 4.1 (7) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • E

    Erasmus University Rotterdam

    Necessary Condition Analysis (NCA)

    Skills you'll gain: Data Analysis, Statistical Reporting, Analytical Skills, Data Analysis Software, Quantitative Research, Statistical Analysis, Statistical Software, Small Data, Qualitative Research, Research, R (Software), R Programming, Sampling (Statistics), Research Methodologies, Data Collection

    ★ 4.9 (28) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • P

    Packt

    Advanced 3D Printing with Fusion 360: Design Your Phone Case

    Skills you'll gain: 3D Assets, Visualization (Computer Graphics), Technical Design, Design Software, Functional Design, Usability

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Validating Your Startup Idea with MVP Experiment Canvas

    Skills you'll gain: Target Market, Target Audience, Customer Analysis, Market Opportunities, Entrepreneurship, Value Propositions, Performance Metric, Process Validation, Performance Measurement, Risk Analysis, Strategic Decision-Making, Business Modeling, Feasibility Studies, Business Analysis, Data-Driven Decision-Making, New Product Development, Case Studies, Innovation, FinTech, Leadership

    ★ 4.6 (7) · Intermediate · Guided Project · Less Than 2 Hours

  • F

    Fundação Instituto de Administração

    Análise de Dados Quantitativos

    Skills you'll gain: Quantitative Research, Marketing Analytics, Market Analysis, Market Research, Exploratory Data Analysis, Market Data, Data-Driven Marketing, Strategic Marketing, Forecasting, Market Intelligence, Marketing, Marketing Strategies, Strategic Decision-Making, Data Analysis, Predictive Modeling, Business Research, Time Series Analysis and Forecasting, Customer Analysis, Predictive Analytics, Analysis

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

    Status: Free Trial
    Free Trial
  • P

    Pontificia Universidad Católica del Perú

    Fundamentos de la Ingeniería de Requisitos

    Skills you'll gain: User Story, Functional Requirement, Requirements Analysis, User Requirements Documents, Functional Specification, Requirements Elicitation, System Requirements, Software Documentation, Technical Communication

    ★ 5 (23) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • C

    Coursera

    PyCaret: Anatomy of Regression

    Skills you'll gain: Model Optimization, Regression Analysis, Model Training, Statistical Modeling, Predictive Modeling, Fine-tuning, Scientific Visualization, Model Evaluation, Data Preprocessing, Applied Machine Learning, Data Processing, Exploratory Data Analysis, Python Programming, Machine Learning, Development Environment

    ★ 4.5 (14) · Intermediate · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • U

    University of Colorado Boulder

    Introduction to Deep Learning

    Skills you'll gain: Recurrent Neural Networks (RNNs), Generative AI, Fine-tuning, Vision Transformer (ViT), Machine Learning Methods, Model Optimization, Model Training, Large Language Modeling, Embeddings, Network Architecture

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

    Status: Free Trial
    Free Trial
  • C

    Coursera

    Machine Learning with PySpark: Customer Churn Analysis

    Skills you'll gain: Model Evaluation, Data Preprocessing, Exploratory Data Analysis, Feature Engineering, Model Deployment, Data Analysis, PySpark, Model Training, Data Cleansing, Data Import/Export, Data Transformation, Apache Spark, Data-Driven Decision-Making, AI Enablement, Decision Tree Learning, Predictive Modeling, Predictive Analytics, Machine Learning

    ★ 4.7 (26) · Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Program Communications Management in ClickUp

    Skills you'll gain: Program Management, Diagram Design, Project Management Software, Communication Planning, Agile Project Management, Process Modeling, Program Development, Stakeholder Communications

    ★ 4.9 (9) · Intermediate · Guided Project · Less Than 2 Hours

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

  • Data Preparation and Visualization with Power BI: Packt
  • Introduction to Bayesian Statistics for Data Science: University of Colorado Boulder
  • La Data Intelligence au service des organisations: Institut Mines-Télécom
  • Necessary Condition Analysis (NCA): Erasmus University Rotterdam
  • Advanced 3D Printing with Fusion 360: Design Your Phone Case: Packt
  • Validating Your Startup Idea with MVP Experiment Canvas: Coursera
  • Análise de Dados Quantitativos: Fundação Instituto de Administração
  • Fundamentos de la Ingeniería de Requisitos: Pontificia Universidad Católica del Perú
  • PyCaret: Anatomy of Regression: Coursera
  • Introduction to Deep Learning: University of Colorado Boulder

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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