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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


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    Macquarie University

    Excel Time Series Models for Business Forecasting

    Skills you'll gain: Time Series Analysis and Forecasting, Forecasting, Model Evaluation, Microsoft Excel, Excel Formulas, Trend Analysis, Predictive Modeling, Data Presentation, Statistical Visualization, Graphing, Process Optimization

    4.9
    Rating, 4.9 out of 5 stars
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    247 reviews

    Intermediate · Course · 1 - 3 Months

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    Yonsei University

    Big Data Emerging Technologies

    Skills you'll gain: Apache Spark, Big Data, SPSS, Analytics, Real Time Data, Apache Hadoop, Data Processing, Business Analytics, Statistical Analysis, Data Analysis Software, Business Strategy, Market Share, Distributed Computing, Scalability

    4.7
    Rating, 4.7 out of 5 stars
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    314 reviews

    Beginner · Course · 1 - 3 Months

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    Imperial College London

    Probabilistic Deep Learning with TensorFlow 2

    Skills you'll gain: Tensorflow, Autoencoders, Generative Model Architectures, Deep Learning, Applied Machine Learning, Image Analysis, Bayesian Statistics, Probability Distribution, Unsupervised Learning, Sampling (Statistics)

    4.7
    Rating, 4.7 out of 5 stars
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    109 reviews

    Advanced · Course · 1 - 3 Months

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    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, Matlab, Data Processing, Data Cleansing, Box Plots, Data Manipulation, Histogram, Data Transformation, Data Science, Text Mining, Predictive Modeling, Unstructured Data, Image Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    351 reviews

    Intermediate · Course · 1 - 3 Months

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    Queen Mary University of London

    Research Instruments and Research Hypotheses

    Skills you'll gain: Research Reports, Statistical Hypothesis Testing, Survey Creation, Research Design, Statistical Analysis, Data Collection, Quantitative Research, Research Methodologies, Data Preprocessing, Probability & Statistics, Descriptive Statistics, Data Literacy

    4.9
    Rating, 4.9 out of 5 stars
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    24 reviews

    Beginner · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Generalized Linear Models and Nonparametric Regression

    Skills you'll gain: Statistical Modeling, R Programming, Data Analysis, Data Ethics, Statistical Methods, Regression Analysis, Predictive Modeling, Mathematical Modeling, Machine Learning, Logistic Regression, Statistical Inference, Model Evaluation, Probability Distribution, Linear Algebra, Calculus

    Build toward a degree

    4.3
    Rating, 4.3 out of 5 stars
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    20 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    U

    Universiteit Leiden

    Population Health: Responsible Data Analysis

    Skills you'll gain: Statistical Inference, Statistical Hypothesis Testing, Regression Analysis, R Programming, Data Analysis, Descriptive Statistics, Statistical Methods, Probability & Statistics, Data Ethics, Data Collection, Exploratory Data Analysis, Statistical Reporting, Logistic Regression, Data Cleansing, Data Quality

    4.6
    Rating, 4.6 out of 5 stars
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    45 reviews

    Beginner · Course · 1 - 3 Months

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    University of Colorado Boulder

    Vital Skills for Data Science

    Skills you'll gain: Data Ethics, Data Visualization Software, Interactive Data Visualization, Visualization (Computer Graphics), Data Security, Data Presentation, User Centered Design, User Experience Design, Technical Communication, Cybersecurity, Healthcare Ethics, Usability, Statistical Reporting, Human Centered Design, Authentications, Data Storytelling, Ethical Standards And Conduct, Information Privacy, Responsible AI, Analysis

    Build toward a degree

    4.3
    Rating, 4.3 out of 5 stars
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    123 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Preview
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    U

    University of Colorado Boulder

    Introduction to Generative AI

    Skills you'll gain: Generative AI, Generative Model Architectures, Large Language Modeling, Generative Adversarial Networks (GANs), ChatGPT, Image Analysis, Natural Language Processing, Probability & Statistics

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
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    136 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Universidad de los Andes

    Introducción a la ciencia de datos aplicada

    Skills you'll gain: Data Visualization, Exploratory Data Analysis, Statistical Hypothesis Testing, Correlation Analysis, Data Science, Jupyter, Data Analysis, Business Analytics, Statistical Analysis, Probability & Statistics, Python Programming, Descriptive Statistics, Data Modeling, Statistical Modeling, Design Thinking

    4.7
    Rating, 4.7 out of 5 stars
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    443 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Imperial College London

    Survival Analysis in R for Public Health

    Skills you'll gain: Biostatistics, Statistical Analysis, R (Software), R Programming, Statistical Methods, Data Wrangling, Regression Analysis, Exploratory Data Analysis, Time Series Analysis and Forecasting, Logistic Regression, Probability & Statistics, Descriptive Statistics, Model Evaluation, Public Health

    4.5
    Rating, 4.5 out of 5 stars
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    331 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Splunk Inc.

    Splunk Search Expert

    Skills you'll gain: Splunk, Correlation Analysis, Data Transformation, Data Manipulation, Data Visualization Software, Performance Tuning, Dashboard, Data Analysis Expressions (DAX), Statistical Analysis, Data Processing, Security Information and Event Management (SIEM), Data Analysis, Data Synthesis, Data Modeling, Ad Hoc Reporting, Time Series Analysis and Forecasting, Business Intelligence, Big Data, Data Science, Business Analytics

    4.6
    Rating, 4.6 out of 5 stars
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    273 reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Excel Time Series Models for Business Forecasting: Macquarie University
  • Big Data Emerging Technologies: Yonsei University
  • Probabilistic Deep Learning with TensorFlow 2: Imperial College London
  • Data Processing and Feature Engineering with MATLAB: MathWorks
  • Research Instruments and Research Hypotheses: Queen Mary University of London
  • Generalized Linear Models and Nonparametric Regression: University of Colorado Boulder
  • Population Health: Responsible Data Analysis: Universiteit Leiden
  • Vital Skills for Data Science: University of Colorado Boulder
  • Introduction to Generative AI: University of Colorado Boulder
  • Introducción a la ciencia de datos aplicada: Universidad de los Andes

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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