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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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    M

    Multiple educators

    Foundations of Cloud Analytics

    Skills you'll gain: Data Literacy, Data-Driven Decision-Making, Cloud Solutions, Cloud Security, Business Analytics, Infrastructure as Code (IaC), Team Oriented, Virtual Machines, Exploratory Data Analysis, Hybrid Cloud Computing, Data Management, Data Visualization Software, Process Design, System Monitoring, Enterprise Security, Data Integration, Data Processing, Statistical Software, Data Import/Export, Computer Programming

    4.5
    Rating, 4.5 out of 5 stars
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    119 reviews

    Beginner · Specialization · 1 - 3 Months

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    University of Colorado Boulder

    ANOVA and Experimental Design

    Skills you'll gain: Statistical Hypothesis Testing, Experimentation, Research Design, Statistical Methods, Statistical Analysis, Data Ethics, General Science and Research, Statistical Modeling, Data Science, Data Analysis, Quantitative Research, Regression Analysis, Statistical Inference, Probability & Statistics, Mathematical Modeling, Linear Algebra, Calculus

    Build toward a degree

    3.9
    Rating, 3.9 out of 5 stars
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    21 reviews

    Intermediate · Course · 1 - 4 Weeks

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    University of Pennsylvania

    Data Analysis Using Python

    Skills you'll gain: Matplotlib, Data Analysis, Pandas (Python Package), Plot (Graphics), Data Visualization, Data Science, Data Cleansing, Pivot Tables And Charts, Data Visualization Software, Data Processing, Data Wrangling, Data Integration, Data Preprocessing, Data Manipulation, Scatter Plots, NumPy, Exploratory Data Analysis, Data Import/Export, Histogram, Python Programming

    4.5
    Rating, 4.5 out of 5 stars
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    431 reviews

    Beginner · Course · 1 - 4 Weeks

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    IBM

    Scalable Machine Learning on Big Data using Apache Spark

    Skills you'll gain: Apache Spark, PySpark, Applied Machine Learning, Big Data, Machine Learning Methods, Data Storage Technologies, Statistical Machine Learning, Data Preprocessing, Data Storage, Data Pipelines, Machine Learning Algorithms, Machine Learning, Data Processing, Data Science, Model Evaluation, Descriptive Statistics

    3.8
    Rating, 3.8 out of 5 stars
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    1.3K reviews

    Intermediate · Course · 1 - 4 Weeks

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    IBM

    IBM Ethical Hacking with Open Source Tools

    Skills you'll gain: Threat Detection, Penetration Testing, Exploit development, Cyber Threat Intelligence, Threat Management, Linux Administration, Incident Response, Vulnerability Scanning, Vulnerability Assessments, Cybersecurity, Vulnerability Management, Network Monitoring, Bash (Scripting Language), Cyber Security Assessment, Network Security, Anomaly Detection, Incident Management, AI Security, Information Systems Security, Network Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    207 reviews

    Intermediate · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
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    U

    University of Minnesota

    Medical Technology and Evaluation

    Skills you'll gain: Payment Systems, Medical Devices, Healthcare Industry Knowledge, Medical Equipment and Technology, Cost Benefit Analysis, Financial Systems, Biomedical Technology, Clinical Trials, Health Technology, Program Evaluation, Pharmaceuticals, Health Policy, Risk Analysis, Health Care Procedure and Regulation, Claims Processing, Health Systems, Regulatory Affairs, Stakeholder Analysis, Probability & Statistics

    4.5
    Rating, 4.5 out of 5 stars
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    295 reviews

    Beginner · Course · 1 - 4 Weeks

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    Johns Hopkins University

    Precalculus through Data and Modelling

    Skills you'll gain: Data Literacy, Data Analysis, Applied Mathematics, Mathematical Modeling, Graphing, Trigonometry, R (Software), R Programming, General Mathematics, Data Modeling, Algebra, Systems Of Measurement, Mathematical Software, Correlation Analysis, Regression Analysis, Calculus, Business Mathematics, Geometry

    4.7
    Rating, 4.7 out of 5 stars
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    326 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Dartmouth College

    Practical Machine Learning: Foundations to Neural Networks

    Skills you'll gain: Supervised Learning, Bayesian Network, Logistic Regression, Artificial Neural Networks, Machine Learning Methods, Statistical Modeling, Predictive Modeling, Model Evaluation, Convolutional Neural Networks, Statistical Machine Learning, Probability & Statistics, Bayesian Statistics, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Machine Learning Algorithms, Statistical Methods, Artificial Intelligence, Regression Analysis, Statistical Inference

    Build toward a degree

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Unilever

    Unilever Digital Marketing Analyst

    Skills you'll gain: Data Storytelling, Marketing Automation, Web Analytics, Marketing Effectiveness, Marketing Analytics, Customer Insights, Campaign Planning, Digital Marketing, Social Media Campaigns, Campaign Management, Digital Marketing Tools, Web Analytics and SEO, Market Analysis, Social Media Marketing, Digital Media Strategy, Customer Analysis, Search Engine Marketing, Marketing Strategies, Data-Driven Marketing, Google Analytics

    4.7
    Rating, 4.7 out of 5 stars
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    341 reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    Microsoft

    Introduction to Generative AI for Data Analysis

    Skills you'll gain: Prompt Engineering, Generative AI, Data Ethics, Data Cleansing, Data Preprocessing, Data Analysis, Responsible AI, Transfer Learning, AI Integrations, Exploratory Data Analysis, Anomaly Detection

    4.3
    Rating, 4.3 out of 5 stars
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    99 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    University of Michigan

    How Science Turns Data Into Knowledge

    Skills you'll gain: Data Literacy, Statistical Hypothesis Testing, Scientific Methods, Data Analysis, Statistical Reporting, Experimentation, Science and Research, Research Design, Analytical Skills, General Science and Research, Research, Peer Review, Probability & Statistics, Journalism, Statistical Inference, Statistical Methods, Media and Communications, Research Methodologies

    4.7
    Rating, 4.7 out of 5 stars
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    18 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Imperial College London

    TensorFlow 2 for Deep Learning

    Skills you'll gain: Tensorflow, Generative AI, Recurrent Neural Networks (RNNs), Autoencoders, Generative Model Architectures, Data Pipelines, Keras (Neural Network Library), Model Evaluation, Deep Learning, Image Analysis, Model Training, Bayesian Network, Transfer Learning, Convolutional Neural Networks, Computer Programming, Model Optimization, Applied Machine Learning, Bayesian Statistics, Supervised Learning, Natural Language Processing

    4.8
    Rating, 4.8 out of 5 stars
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    722 reviews

    Intermediate · Specialization · 3 - 6 Months

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

  • Foundations of Cloud Analytics: SAS
  • ANOVA and Experimental Design: University of Colorado Boulder
  • Data Analysis Using Python: University of Pennsylvania
  • Scalable Machine Learning on Big Data using Apache Spark: IBM
  • IBM Ethical Hacking with Open Source Tools: IBM
  • Medical Technology and Evaluation: University of Minnesota
  • Precalculus through Data and Modelling: Johns Hopkins University
  • Practical Machine Learning: Foundations to Neural Networks: Dartmouth College
  • Unilever Digital Marketing Analyst: Unilever
  • Introduction to Generative AI for Data Analysis: Microsoft

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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