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  • Inferential Statistics

Inferential Statistics Courses

Inferential statistics courses can help you learn hypothesis testing, confidence intervals, regression analysis, and sampling methods. You can build skills in interpreting data, making predictions, and drawing conclusions from sample data. Many courses introduce tools like R and Python for statistical analysis, along with software such as SPSS and Excel, that support applying these statistical techniques to real-world data sets.

Popular Inferential Statistics Courses and Certifications


  • L

    LearnQuest

    Introduction to Data Science and scikit-learn in Python

    Skills you'll gain: Feature Engineering, Exploratory Data Analysis, Pandas (Python Package), Scikit Learn (Machine Learning Library), Data Manipulation, Applied Machine Learning, NumPy, Statistical Machine Learning, Classification Algorithms, Data Preprocessing, Data Processing, Data Wrangling, Python Programming, Regression Analysis, Predictive Modeling, Machine Learning Algorithms, Machine Learning, Model Evaluation, Data Science, Statistical Hypothesis Testing

    3.7 stars, 63 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 3.7 (63) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IE Business School

    Riesgos y oportunidades empresariales en una economía globalizada

    Skills you'll gain: Economics, Financial Policy, International Finance, Economic Development, Trend Analysis, Market Opportunities, Business Economics, International Relations, Risk Analysis, European History, Economics, Policy, and Social Studies, Socioeconomics, Business Risk Management, Public Policies, Growth Strategies, Business Strategies, Demography, Investments

    4.9 stars, 194 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.9 (194) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Exploratory Data Analysis With Python and Pandas

    Skills you'll gain: Exploratory Data Analysis, Correlation Analysis, Plot (Graphics), Matplotlib, Seaborn, Data Cleansing, Data Visualization, Pandas (Python Package), Data Analysis, Data Manipulation, NumPy, Data Science, Statistical Analysis, Data Wrangling, Python Programming

    4.5 stars, 448 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.5 (448) · Beginner · Guided Project · Less Than 2 Hours

  • I

    IBM

    Data Science with R - Capstone Project

    Skills you'll gain: Data Wrangling, Exploratory Data Analysis, Data Presentation, Data Visualization, Data Collection, Predictive Modeling, Interactive Data Visualization, Web Scraping, Shiny (R Package), Ggplot2, Data Analysis, Data Cleansing, Predictive Analytics, Tidyverse (R Package), Regression Analysis, Data Transformation, Data Science, Dashboard, Statistical Analysis, Dashboard Creation

    4.6 stars, 116 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (116) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • I

    IBM

    AI Workflow: Feature Engineering and Bias Detection

    Skills you'll gain: Feature Engineering, Data Ethics, Unsupervised Learning, Dimensionality Reduction, Responsible AI, Text Mining, Data Preprocessing, Data Transformation, Anomaly Detection, Exploratory Data Analysis, Machine Learning, Scikit Learn (Machine Learning Library), Natural Language Processing, Data Science, Quality Assurance, Data Pipelines, Machine Learning Algorithms, Classification Algorithms, Design Thinking, Python Programming

    4.4 stars, 84 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 4.4 (84) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • A

    Alex Genadinik

    SEO Masterclass With AI SEO: Beginner To Advanced - 2026

    Skills you'll gain: Generative Engine Optimization (GEO), Keyword Research, Blogs, Search Engine Optimization, Web Analytics and SEO, Copywriting, Content Optimization, Web Analytics, Large Language Modeling, Search Engine Marketing, Web Content, Google Analytics, Google Gemini, LLM Application, Frontend Performance, Web Presence, Digital Marketing Tools, Marketing, Digital Marketing, Marketing Planning

    4.6 stars, 22 reviews, Beginner, Specialization, 3 - 6 Months

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

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Data Understanding and Visualization

    Skills you'll gain: Matplotlib, Statistical Visualization, Seaborn, Data Visualization, Data-Driven Decision-Making, Exploratory Data Analysis, Data Presentation, Probability & Statistics, Plot (Graphics), Data Visualization Software, Descriptive Statistics, Pandas (Python Package), Data Analysis, Statistics, Statistical Analysis, Data Manipulation, Correlation Analysis, Python Programming

    4.9 stars, 7 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • M

    Microsoft

    Visualization for Data Analysis with Power BI

    Skills you'll gain: Power BI, Data Ethics, Data Visualization Software, Data Analysis, Statistical Analysis, Correlation Analysis, Business Intelligence, Advanced Analytics, Data Analysis Expressions (DAX), Analytics, Analytical Skills, Data-Driven Decision-Making, Exploratory Data Analysis, Trend Analysis, Time Series Analysis and Forecasting, Spatial Data Analysis, Scatter Plots, Forecasting, Root Cause Analysis

    4.6 stars, 41 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • 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

    4.5 stars, 82 reviews, Intermediate, Specialization, 3 - 6 Months

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

    Status: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • I

    Illinois Tech

    Variable Selection, Model Validation, Nonlinear Regression

    Skills you'll gain: Statistical Inference, Statistical Programming, Regression Analysis, Logistic Regression, Statistical Methods, R Programming, Statistical Analysis, Statistical Modeling, R (Software), Predictive Modeling, Model Evaluation, Probability & Statistics, Statistical Hypothesis Testing, Probability Distribution

    4.4 stars, 9 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.4 (9) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • J

    Johns Hopkins University

    Honors Algebra 2

    Skills you'll gain: Algebra, Graphing, Applied Mathematics, Mathematical Modeling, Trigonometry, Probability, Advanced Mathematics, Data Analysis, Probability & Statistics, Statistical Analysis, Logical Reasoning, Probability Distribution, Mathematical Theory & Analysis, Descriptive Statistics, Arithmetic, Statistics, Engineering Calculations, Calculus, Visualization (Computer Graphics), Analytical Skills

    4.5 stars, 8 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.5 (8) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Analyze Data in a Model Car Database with MySQL Workbench

    Skills you'll gain: MySQL Workbench, Data-Driven Decision-Making, Exploratory Data Analysis, MySQL, Data Analysis, Query Languages, SQL, Analytical Skills, Database Software, Technical Communication, Relational Databases

    3.9 stars, 30 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 3.9 (30) · Intermediate · Guided Project · Less Than 2 Hours

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In summary, here are 10 of our most popular inferential statistics courses

  • Introduction to Data Science and scikit-learn in Python: LearnQuest
  • Riesgos y oportunidades empresariales en una economía globalizada: IE Business School
  • Exploratory Data Analysis With Python and Pandas: Coursera
  • Data Science with R - Capstone Project: IBM
  • AI Workflow: Feature Engineering and Bias Detection: IBM
  • SEO Masterclass With AI SEO: Beginner To Advanced - 2026: Alex Genadinik
  • Data Understanding and Visualization: University of Colorado Boulder
  • Visualization for Data Analysis with Power BI: Microsoft
  • Machine Learning: Theory and Hands-on Practice with Python: University of Colorado Boulder
  • Variable Selection, Model Validation, Nonlinear Regression: Illinois Tech

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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