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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


  • C

    Coursera

    Clean and analyze social media usage data with Python

    Skills you'll gain: Social Media Analytics, Data Visualization, Plot (Graphics), Statistical Visualization, Matplotlib, Marketing Analytics, Social Media Marketing, Python Programming, Social Media, Data Presentation, Data Analysis, Data Wrangling, Exploratory Data Analysis, Data Cleansing, Seaborn, Content Performance Analysis, Jupyter

    4 stars, 41 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4 (41) · Intermediate · Guided Project · Less Than 2 Hours

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Modeling and Predicting Climate Anomalies

    Skills you'll gain: Statistical Analysis, Statistical Methods, Matplotlib, Regression Analysis, Machine Learning Methods, Statistical Modeling, Dimensionality Reduction, Unsupervised Learning, Machine Learning Algorithms, Applied Machine Learning, Machine Learning, Data Science, Environmental Policy, Data Analysis, Climate Change Programs, Energy and Utilities, Data Visualization, Pandas (Python Package), Environmental Issue, Climate Change Mitigation

    4.2 stars, 15 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.2 (15) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Advanced Data Visualization with R

    Skills you'll gain: Rmarkdown, Tidyverse (R Package), Ggplot2, Spatial Data Analysis, Data Visualization Software, Plot (Graphics), Data Visualization, Statistical Visualization, Spatial Analysis, Geospatial Information and Technology, Data Manipulation, Scatter Plots, R (Software), Plotly, Interactive Data Visualization, R Programming, Geospatial Mapping, Statistical Reporting, Data Wrangling, Graphing

    4.9 stars, 81 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.9 (81) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    Universidad Nacional Autónoma de México

    Python: de cero a analista de datos

    Skills you'll gain: Exploratory Data Analysis, Matplotlib, Pandas (Python Package), Extract, Transform, Load, Plot (Graphics), Data Analysis, NumPy, Data Visualization Software, Package and Software Management, Time Series Analysis and Forecasting, Data Science, Python Programming, Analysis, Jupyter, Graphing, Data Wrangling, Data Processing, Software Installation, Computational Thinking, Mac OS

    4 stars, 100 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4 (100) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • S

    SkillUp

    The DMAIC Framework - Define and Measure Phase

    Skills you'll gain: Process Capability, Project Schedules, Project Estimation, Statistical Analysis, Statistical Methods, Data Analysis, Project Management, Project Planning, Six Sigma Methodology, Statistics, Lean Six Sigma, Process Analysis, Data Collection, Project Scoping, Probability & Statistics, Performance Measurement, Scope Management, Performance Metric, Performance Analysis, Process Improvement and Optimization

    4.8 stars, 13 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (13) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Python for Finance: Investment Fundamentals & Data Analytics

    Skills you'll gain: Portfolio Risk, Portfolio Management, Risk Modeling, Financial Data, Risk Analysis, Investment Management, Return On Investment, Time Series Analysis and Forecasting, Financial Modeling, Investments, Object Oriented Programming (OOP), Statistical Analysis, General Finance, Correlation Analysis, Simulations, Regression Analysis, Financial Forecasting, Simulation and Simulation Software, Jupyter, Python Programming

    4.5 stars, 12 reviews, Intermediate, Course, 3 - 6 Months

    ★ 4.5 (12) · Intermediate · Course · 3 - 6 Months

  • J

    Johns Hopkins University

    Calculus through Data & Modelling: Series and Integration

    Skills you'll gain: Calculus, Integral Calculus, Advanced Mathematics, Mathematical Theory & Analysis, Applied Mathematics, Numerical Analysis, Mathematical Modeling, Mathematical Software, Exploratory Data Analysis

    4.9 stars, 63 reviews, Intermediate, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • U

    Universidad de los Andes

    Los portafolios y las inversiones en el mercado de capitales

    Skills you'll gain: Portfolio Management, Investments, Investment Management, Financial Market, Portfolio Risk, Capital Markets, Finance, Equities, Market Liquidity, Risk Modeling, Risk Analysis, Financial Modeling, Asset Management, Return On Investment, Financial Analysis, Risk Management, Market Dynamics, Business Valuation, Correlation Analysis

    4.8 stars, 113 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (113) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Google Analytics for Beginners: Marketing Essentials

    Skills you'll gain: Conversion Funnel Analysis, Web Analytics, Google Analytics, Ad Hoc Reporting, Customer Analysis, E-Commerce, Marketing Analytics, Performance Analysis, Event Monitoring, Performance Reporting

    4.3 stars, 16 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.3 (16) · Beginner · Guided Project · Less Than 2 Hours

  • V

    Vanderbilt University

    From Data to Decisions: Getting Started with AI

    Skills you'll gain: Generative AI, Descriptive Analytics, Data Literacy, Data-Driven Decision-Making, Data Analysis, Exploratory Data Analysis, Descriptive Statistics, Predictive Analytics, Prompt Engineering, Analytical Skills, Statistical Analysis, Decision Making

    4.5 stars, 21 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (21) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    ESSEC Business School

    Capstone: Create Value from Open Data

    Skills you'll gain: Peer Review, Analytical Skills, Complex Problem Solving, Data Synthesis, Data Literacy, Data Analysis, Constructive Feedback, Data Storytelling, Value Propositions, Data Integration, Exploratory Data Analysis, Data Presentation, Presentations

    4.2 stars, 56 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.2 (56) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Logistic Regression and Prediction for Health Data

    Skills you'll gain: Logistic Regression, Model Evaluation, Statistical Inference, Predictive Analytics, R Programming, Predictive Modeling, Probability & Statistics, Statistical Modeling, Statistical Methods, Biostatistics, Regression Analysis, Statistical Analysis, Statistical Hypothesis Testing, Data Analysis, Epidemiology, Descriptive Statistics

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular inferential statistics courses

  • Clean and analyze social media usage data with Python: Coursera
  • Modeling and Predicting Climate Anomalies: University of Colorado Boulder
  • Advanced Data Visualization with R: Johns Hopkins University
  • Python: de cero a analista de datos: Universidad Nacional Autónoma de México
  • The DMAIC Framework - Define and Measure Phase: SkillUp
  • Python for Finance: Investment Fundamentals & Data Analytics: Packt
  • Calculus through Data & Modelling: Series and Integration: Johns Hopkins University
  • Los portafolios y las inversiones en el mercado de capitales: Universidad de los Andes
  • Google Analytics for Beginners: Marketing Essentials: Coursera
  • From Data to Decisions: Getting Started with AI: Vanderbilt 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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