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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


  • A

    Arizona State University

    Factorial and Fractional Factorial Designs

    Skills you'll gain: Experimentation, Statistical Analysis, Statistical Methods, Statistical Hypothesis Testing, Variance Analysis, Data Analysis, Statistical Modeling

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

  • M

    Macquarie University

    Statistics and Data Analysis with Excel: Essentials

    Skills you'll gain: Sample Size Determination, Statistical Hypothesis Testing, Statistics, Descriptive Statistics, Probability & Statistics, Microsoft Excel, Data Analysis, Statistical Analysis, Statistical Inference, Statistical Methods, Spreadsheet Software, Sampling (Statistics), Data-Driven Decision-Making, Box Plots, Data Presentation, Probability Distribution, Descriptive Analytics, Data Visualization Software

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

  • M

    Macquarie University

    Statistics and Data Analysis with Excel: Advanced

    Skills you'll gain: Data-Driven Decision-Making, Microsoft Excel, Forecasting, Regression Analysis, Data Literacy, Excel Formulas, Statistical Analysis, Data Analysis Software, Time Series Analysis and Forecasting, Spreadsheet Software, Analytics, Data Visualization, Statistical Methods, Data Analysis, Statistics, Statistical Hypothesis Testing, Probability & Statistics, Statistical Modeling, Statistical Inference, Variance Analysis

    ★ 4.7 (35) · Advanced · Course · 1 - 3 Months

  • N

    National Taiwan University

    工程圖學 2D CAD

    Skills you'll gain: Engineering Drawings, AutoCAD, Computer-Aided Design, Drafting and Engineering Design, Technical Drawing, Blueprint Reading, Diagram Design, Visualization (Computer Graphics), Graphical Tools, Building Information Modeling

    ★ 4.7 (224) · Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Building Smarter Data Pipelines: SQL, Spark, Kafka & GenAI

    Skills you'll gain: Apache Kafka, Data Warehousing, Extract, Transform, Load, Microsoft SQL Servers, Performance Tuning, Data Pipelines, Cloud Computing Architecture, Business Intelligence, Real Time Data, Apache Hadoop, Cloud Infrastructure, Data Modeling, Database Design, Data Quality, Responsible AI, Apache Spark, SQL, Generative AI, Data Governance, Quality Management

    ★ 4.4 (98) · Intermediate · Specialization · 1 - 3 Months

  • U

    University of Colorado Boulder

    Machine Learning: Theory and Hands-on Practice with Python

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

    ★ 4.6 (41) · Intermediate · Specialization · 3 - 6 Months

    Category: Hot New Release
    Hot New Release
  • K

    Knowledge Accelerators

    Data-Driven Decisions with Power BI

    Skills you'll gain: Power BI, Data Import/Export, Business Intelligence, Dashboard Creation, Business Intelligence Software, Data Transformation, Data Visualization, Dashboard, Data Visualization Software, Data Presentation, Microsoft Excel, Interactive Data Visualization, Data Cleansing, Microsoft Teams, Business Analytics, Data Analysis, Microsoft 365, Data Modeling, Microsoft Office, Data Science

    ★ 4.3 (267) · Beginner · Course · 1 - 3 Months

  • U

    Utrecht University

    Clinical Epidemiology

    Skills you'll gain: Epidemiology, Clinical Practices, General Medicine, Clinical Research, Medical Science and Research, Diagnostic Tests, Clinical Trials, Public Health, Patient Treatment, Predictive Modeling

    ★ 4.7 (397) · Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Machine Learning with TensorFlow on Google Cloud en Español

    Skills you'll gain: Model Optimization, Feature Engineering, Model Deployment, Tensorflow, Google Cloud Platform, Exploratory Data Analysis, Model Training, Machine Learning, Data Quality, Keras (Neural Network Library), Applied Machine Learning, Machine Learning Software, Data Preprocessing, Business Metrics, Model Evaluation, Data Cleansing, Artificial Neural Networks, Dataflow, Data Pipelines, Logistic Regression

    ★ 4.6 (448) · Intermediate · Specialization · 3 - 6 Months

  • T

    Tecnológico de Monterrey

    Definición y Medición

    Skills you'll gain: Process Capability, Process Mapping, Lean Methodologies, Lean Manufacturing, Process Analysis, Product Flow Diagram, Process Improvement, Six Sigma Methodology, Project Scoping, Performance Measurement, Lean Six Sigma, Key Performance Indicators (KPIs), Performance Metric, Problem Management, Statistical Analysis, Statistical Methods, Data Collection, Project Management, Root Cause Analysis

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

  • J

    Johns Hopkins University

    Data Visualization in R with ggplot2

    Skills you'll gain: Ggplot2, Scatter Plots, Plot (Graphics), Data Visualization Software, Statistical Visualization, Heat Maps, R Programming, Data Wrangling, Tidyverse (R Package), Graphics Software

    ★ 4.9 (132) · Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Recommendation Systems on Google Cloud

    Skills you'll gain: Reinforcement Learning, Google Cloud Platform, AI Personalization, Machine Learning, Machine Learning Algorithms, Deep Learning, Applied Machine Learning, Unsupervised Learning, Artificial Neural Networks, Embeddings

    ★ 4.5 (484) · Advanced · Course · 1 - 3 Months

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

  • Factorial and Fractional Factorial Designs: Arizona State University
  • Statistics and Data Analysis with Excel: Essentials: Macquarie University
  • Statistics and Data Analysis with Excel: Advanced: Macquarie University
  • 工程圖學 2D CAD: National Taiwan University
  • Building Smarter Data Pipelines: SQL, Spark, Kafka & GenAI: Coursera
  • Machine Learning: Theory and Hands-on Practice with Python: University of Colorado Boulder
  • Data-Driven Decisions with Power BI: Knowledge Accelerators
  • Clinical Epidemiology: Utrecht University
  • Machine Learning with TensorFlow on Google Cloud en Español: Google Cloud
  • Definición y Medición: Tecnológico de Monterrey

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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