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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 Cape Town

    Innovative Finance: Hacking finance to change the world

    Skills you'll gain: Design Thinking, Social Impact, Financial Inclusion, Human Centered Design, Risk Management, Business Modeling, Sustainable Development, Philanthropy, Innovation, Resource Allocation, Risk Mitigation, Performance Measurement, Stakeholder Engagement, Strategic Partnership, Fundraising, Entrepreneurial Finance, Finance, Revenue Management, Due Diligence, Case Studies

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

  • U

    University of Illinois Urbana-Champaign

    Accounting Data Analytics

    Skills you'll gain: Model Evaluation, Machine Learning Algorithms, Data Visualization, Model Optimization, Scikit Learn (Machine Learning Library), Matplotlib, Data Literacy, Tableau Software, Plot (Graphics), Data Presentation, Interactive Data Visualization, Data Visualization Software, Unsupervised Learning, Exploratory Data Analysis, Pandas (Python Package), Seaborn, Data Preprocessing, Model Training, Machine Learning, Python Programming

    ★ 4.7 (586) · Intermediate · Specialization · 3 - 6 Months

  • U

    University of Michigan

    AI for Mechanical Engineers

    Skills you'll gain: Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, AI powered creativity, Precision Medicine, Generative AI, Machine Learning, AI literacy, Artificial Intelligence, Machine Learning Algorithms, Transfer Learning, Biomedical Engineering, Control Systems, Model Optimization, Energy and Utilities, Image Analysis, AI Workflows, Robotics, Deep Learning, Medical Imaging

    ★ 4.5 (188) · Intermediate · Specialization · 1 - 3 Months

  • L

    LearnQuest

    Introduction to Computer Programming with Visual Basic

    Skills you'll gain: Unified Modeling Language, File I/O, System Programming, Visual Basic (Programming Language), System Software, Hardware Architecture, Databases, Relational Databases, Algorithms, Computer Architecture, Network Security, Computer Hardware, SQL, Development Environment, Data Structures, Object Oriented Programming (OOP), Object Oriented Design, Program Development, Computer Programming, Microsoft Development Tools

    ★ 4.6 (171) · Beginner · Specialization · 3 - 6 Months

  • M

    Microsoft

    Microsoft Azure Machine Learning

    Skills you'll gain: Unsupervised Learning, Microsoft Azure, Applied Machine Learning, Machine Learning Software, Model Training, Regression Analysis, Predictive Modeling, Machine Learning, No-Code Development, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Model Deployment, Artificial Intelligence, Classification Algorithms, Supervised Learning

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

  • V

    Vanderbilt University

    ChatGPT + Excel: Master Data, Make Decisions, Tell Stories

    Skills you'll gain: Data Storytelling, Data Presentation, Storytelling, Microsoft Excel, Data Visualization, Data Analysis, Data Compilation, Data Cleansing, Data Import/Export, ChatGPT, Statistical Reporting, Data Integration, Data Transformation, Data Validation, Exploratory Data Analysis, Unstructured Data, Prompt Engineering, AI Integrations, Data Quality, Data Integrity

    ★ 4.7 (162) · Beginner · Course · 1 - 4 Weeks

  • U

    UNSW Sydney (The University of New South Wales)

    How to Validate your Startup Idea

    Skills you'll gain: Financial Modeling, Growth Strategies, Entrepreneurship, Value Propositions, Customer Acquisition Management, Financial Forecasting, Lean Methodologies, Business Modeling, Commercialization, Ideation, Entrepreneurial Finance, Presentations, New Product Development, Product Development, Customer Insights, Verbal Communication Skills, Income Statement, Strategic Partnership, Persona Development, Investments

    ★ 4.1 (150) · Mixed · Course · 1 - 3 Months

  • M

    MathWorks

    Data Processing and Feature Engineering with MATLAB

    Skills you'll gain: Feature Engineering, Dimensionality Reduction, Data Integration, Data Preprocessing, Exploratory Data Analysis, Data Visualization, Plot (Graphics), Data Compilation, Matlab, Scientific Visualization, Data Processing, Data Cleansing, Data Wrangling, Data Manipulation, Histogram, Data Transformation, Data Science, Text Mining, Predictive Modeling, Unstructured Data

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

  • U

    University of Colorado Boulder

    Data Science Methods for Quality Improvement

    Skills you'll gain: Process Capability, Sampling (Statistics), R (Software), Correlation Analysis, Statistical Inference, Probability Distribution, Statistical Visualization, R Programming, Statistical Process Controls, Statistical Hypothesis Testing, Statistical Methods, Probability & Statistics, Data Science, Statistics, Data Analysis, Statistical Analysis, Statistical Software, Descriptive Statistics, Quality Improvement, Process Engineering

    ★ 4.4 (53) · Intermediate · Specialization · 3 - 6 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 Cape Town

    Doing Clinical Research: Biostatistics with the Wolfram Language

    Skills you'll gain: Descriptive Statistics, Statistical Software, Plot (Graphics), Statistical Analysis, Statistical Visualization, Statistical Programming, Statistical Reporting, Biostatistics, Statistical Hypothesis Testing, Statistical Methods, Probability & Statistics, Deep Learning, Mathematical Software, Machine Learning

    ★ 4.7 (52) · Beginner · Course · 1 - 4 Weeks

  • U

    University of California, Santa Cruz

    Bayesian Statistics: Time Series Analysis

    Skills you'll gain: Time Series Analysis and Forecasting, Forecasting, Bayesian Statistics, R Programming, Statistical Analysis, Statistical Modeling, R (Software), Regression Analysis, Statistical Methods, Data Analysis, Correlation Analysis, Model Evaluation, Probability Distribution

    ★ 4.3 (18) · Intermediate · Course · 1 - 3 Months

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

  • Innovative Finance: Hacking finance to change the world : University of Cape Town
  • Accounting Data Analytics: University of Illinois Urbana-Champaign
  • AI for Mechanical Engineers: University of Michigan
  • Introduction to Computer Programming with Visual Basic: LearnQuest
  • Microsoft Azure Machine Learning: Microsoft
  • ChatGPT + Excel: Master Data, Make Decisions, Tell Stories: Vanderbilt University
  • How to Validate your Startup Idea: UNSW Sydney (The University of New South Wales)
  • Data Processing and Feature Engineering with MATLAB: MathWorks
  • Data Science Methods for Quality Improvement: University of Colorado Boulder
  • Building Smarter Data Pipelines: SQL, Spark, Kafka & GenAI: Coursera

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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