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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


  • S

    Sage Publications

    From Social Science to Data Science

    Skills you'll gain: Pandas (Python Package), Statistical Methods, Data Import/Export, Statistical Analysis, Research Design, Data Literacy, Statistical Inference, Text Mining, Science and Research, Data Integration, Data Manipulation, Data Analysis, Research Methodologies, Applied Machine Learning, Predictive Analytics, Data Science, Social Sciences, Network Analysis, Data Visualization, Python Programming

    Intermediate · Course · 3 - 6 Months

    Category: New
    New
    Category: Preview
    Preview
  • U

    University of Washington

    Machine Learning: Classification

    Skills you'll gain: Classification Algorithms, Classification And Regression Tree (CART), Applied Machine Learning, Model Training, Logistic Regression, Supervised Learning, Predictive Modeling, Decision Tree Learning, Data Preprocessing, Model Evaluation, Text Mining, Machine Learning Algorithms, Feature Engineering, Data Cleansing, Scalability, Model Optimization, Risking, Machine Learning, Natural Language Processing, Probability & Statistics

    4.7 stars, 3.7K reviews, Mixed, Course, 1 - 3 Months

    ★ 4.7 (3.7K) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Pennsylvania

    A Crash Course in Causality: Inferring Causal Effects from Observational Data

    Skills you'll gain: R Programming, R (Software), Statistical Analysis, Statistical Methods, Statistical Modeling, Statistical Inference, Data Analysis, Quantitative Research, Correlation Analysis, Regression Analysis, Logistic Regression, Research Design, Probability

    4.7 stars, 579 reviews, Intermediate, Course, 1 - 3 Months

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

    Category: Preview
    Preview
  • I

    Illinois Tech

    Becoming a Decision Thinker

    Skills you'll gain: Decision Making, Decision Intelligence, Decisiveness, Critical Thinking, Critical Thinking and Problem Solving, Action Oriented, Strategic Decision-Making, Estimation, Independent Thinking, Bayesian Statistics, Strategic Thinking, Data-Driven Decision-Making, Analysis, Dealing With Ambiguity, Problem Solving, Logical Reasoning, Decision Tree Learning, Risk Management, Probability, Generative AI

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
  • M

    Macmillan Learning

    Genetics Foundations and Heredity Principles

    Skills you'll gain: Molecular Biology, Life Sciences, Molecular, Cellular, and Microbiology, Biology, Cell Biology, Biochemistry, Probability & Statistics, Scientific Methods, Probability, Environment, Medical Terminology, Statistical Hypothesis Testing

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • G

    Google

    Google Advanced Data Analytics Capstone

    Skills you'll gain: Data Visualization, Data Presentation, Regression Analysis, Data Storytelling, Advanced Analytics, Statistical Analysis, Data Analysis, Statistical Modeling, Applied Machine Learning, Statistical Methods, Analytical Skills, Data Science, Exploratory Data Analysis, Predictive Modeling, Machine Learning Methods, Artificial Intelligence, Python Programming, AI literacy, Machine Learning, Portfolio Management

    4.8 stars, 1.4K reviews, Advanced, Course, 1 - 4 Weeks

    ★ 4.8 (1.4K) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • K

    Kennesaw State University

    Six Sigma Yellow Belt

    Skills you'll gain: Six Sigma Methodology, Lean Six Sigma, Root Cause Analysis, Lean Methodologies, Process Improvement, Data Collection, Quality Improvement, Process Optimization, Correlation Analysis, Statistical Hypothesis Testing, Kaizen Methodology, Process Analysis, Process Improvement and Optimization, Probability Distribution, Regression Analysis, Quality Assessment, Project Schedules, Business Process, Statistical Process Controls, Project Management

    4.7 stars, 4.4K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (4.4K) · Beginner · Specialization · 3 - 6 Months

    Status: Trending right now
    Trending right now
    Status: Free trial
    Free trial
  • U

    Universidad Nacional Autónoma de México

    Introducción a Data Science: Programación Estadística con R

    Skills you'll gain: R (Software), R Programming, Statistical Programming, Ggplot2, Plot (Graphics), Data Manipulation, Simulations, Statistical Software, Statistical Visualization, grep, Data Processing, Graphing, Programming Principles, Data Import/Export, Exploratory Data Analysis, Data Structures, Software Installation, Package and Software Management

    4.7 stars, 8.6K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (8.6K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • S

    Stanford Online

    Social and Economic Networks: Models and Analysis

    Skills you'll gain: Social Network Analysis, Network Analysis, Social Sciences, Sociology, Socioeconomics, Game Theory, Behavioral Economics, Mathematical Modeling, Statistical Modeling, Bayesian Statistics, Probability

    4.8 stars, 760 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.8 (760) · Advanced · Course · 1 - 3 Months

    Category: Preview
    Preview
  • J

    Johns Hopkins University

    A Crash Course in Data Science

    Skills you'll gain: Data Science, Data Strategy, Data Literacy, Data Management, Data Analysis, Data-Driven Decision-Making, Project Design, Performance Metric, Software Engineering, Machine Learning, Statistical Inference

    4.5 stars, 8.4K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (8.4K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Algorithms for Searching, Sorting, and Indexing

    Skills you'll gain: Data Structures, Algorithms, Theoretical Computer Science, Computational Thinking, Data Science, Analysis, Probability & Statistics, Python Programming, Verification And Validation

    4.7 stars, 544 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (544) · Intermediate · Course · 1 - 4 Weeks

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

    Universidad de los Andes

    Fundamentos de estadística aplicada

    Skills you'll gain: Statistical Hypothesis Testing, Descriptive Statistics, Data Literacy, Statistical Methods, Data Analysis, Statistics, Regression Analysis, Sampling (Statistics), Statistical Analysis, Statistical Modeling, Probability & Statistics, Probability Distribution, Applied Mathematics, Statistical Inference, Analytical Skills, Correlation Analysis

    4.5 stars, 151 reviews, Intermediate, Course, 1 - 3 Months

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

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

  • From Social Science to Data Science: Sage Publications
  • Machine Learning: Classification: University of Washington
  • A Crash Course in Causality: Inferring Causal Effects from Observational Data: University of Pennsylvania
  • Becoming a Decision Thinker: Illinois Tech
  • Genetics Foundations and Heredity Principles: Macmillan Learning
  • Google Advanced Data Analytics Capstone: Google
  • Six Sigma Yellow Belt: Kennesaw State University
  • Introducción a Data Science: Programación Estadística con R: Universidad Nacional Autónoma de México
  • Social and Economic Networks: Models and Analysis: Stanford Online
  • A Crash Course in Data Science: Johns Hopkins University

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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