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  • Statistical Inference

Statistical Inference Courses

Statistical inference courses can help you learn hypothesis testing, confidence intervals, regression analysis, and data interpretation. You can build skills in analyzing sample data, making predictions, and drawing conclusions about larger populations. Many courses introduce tools like R and Python for statistical programming, as well as software for data visualization, which enhance your ability to apply statistical methods effectively.

Popular Statistical Inference Courses and Certifications


  • U

    University of Michigan

    Arranging and Visualizing Data in R

    Skills you'll gain: Exploratory Data Analysis, Rmarkdown, R (Software), Plot (Graphics), Tidyverse (R Package), Statistical Visualization, Data Visualization, Data Visualization Software, R Programming, Data Analysis, Ggplot2, Data Wrangling, Scatter Plots, Data Manipulation, Histogram, Statistical Reporting, Scripting, Package and Software Management, Scripting Languages, Data Transformation

    4.9 stars, 10 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (10) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Python for Data Visualization: Matplotlib & Seaborn

    Skills you'll gain: Matplotlib, Histogram, Plot (Graphics), Data Visualization, Seaborn, Scatter Plots, Data Visualization Software, Scientific Visualization, Interactive Data Visualization, Statistical Visualization, Exploratory Data Analysis, Graphing, Python Programming

    4.6 stars, 78 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.6 (78) · Beginner · Guided Project · Less Than 2 Hours

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Data Mining in Python

    Skills you'll gain: Data Mining, Unsupervised Learning, Data Science, Anomaly Detection, Machine Learning Methods, Statistical Methods, Linear Algebra, Python Programming, Classification Algorithms

    4.6 stars, 14 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 4.6 (14) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    Logical Operations

    R Programming for Data Science

    Skills you'll gain: R Programming, R (Software), Data Science, Data Analysis, Statistical Modeling, Data Visualization, Statistical Analysis, Statistical Visualization, Regression Analysis, Statistical Machine Learning, Plot (Graphics), Data Structures, Computer Programming, Decision Tree Learning, Machine Learning Methods, Machine Learning, Software Development, Computer Programming Tools, Data Import/Export, Machine Learning Algorithms

    Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Build a Machine Learning Web App with Streamlit and Python

    Skills you'll gain: Machine Learning Algorithms, Dashboard Creation, Classification Algorithms, Interactive Data Visualization, Data Visualization Software, Model Evaluation, Applied Machine Learning, Machine Learning, Scikit Learn (Machine Learning Library), Plot (Graphics), Web Applications, Logistic Regression, Predictive Modeling, Model Training, Data Science, Python Programming, Fine-tuning, Model Optimization, Pandas (Python Package)

    4.7 stars, 419 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.7 (419) · Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Tesla Stock Price Prediction using Facebook Prophet

    Skills you'll gain: Plotly, Technical Analysis, Time Series Analysis and Forecasting, Predictive Modeling, Market Data, Financial Forecasting, Model Evaluation, Forecasting, Applied Machine Learning, Trend Analysis, Financial Analysis, Data Visualization, Statistical Visualization, Google Sheets, Interactive Data Visualization, Equities, Machine Learning, Data Import/Export

    4.2 stars, 146 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.2 (146) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • J

    Johns Hopkins University

    Cours intensif sur la science des données

    Skills you'll gain: Data Science, Data Literacy, Project Design, Data Strategy, Data Management, Business Analytics, Performance Metric, Descriptive Statistics, Machine Learning, Statistical Inference

    Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    Foundations of Machine Learning

    Skills you'll gain: Model Evaluation, Supervised Learning, Unsupervised Learning, Data Preprocessing, Time Series Analysis and Forecasting, Applied Machine Learning, Model Training, Machine Learning Methods, Machine Learning Algorithms, Statistical Machine Learning, Feature Engineering, Machine Learning Software, Dimensionality Reduction, Machine Learning, Predictive Modeling, Data Wrangling, Predictive Analytics, Forecasting, Data Processing, Anomaly Detection

    4.2 stars, 19 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.2 (19) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Advanced Concepts in Time Value of Money (TVM)

    Skills you'll gain: Loans, Finance, Mortgage Loans, General Lending, Financial Modeling, Financial Management, Excel Formulas, Financial Planning, Microsoft Excel, Financial Analysis, Complex Problem Solving, Spreadsheet Software, Payment Processing

    4.8 stars, 101 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Data Acquisition, Risk, and Estimation

    Skills you'll gain: Sampling (Statistics), Estimation, Data Collection, Risk Analysis, Statistical Methods, Statistical Software, Return On Investment, Statistical Analysis, Sample Size Determination, Quantitative Research, R (Software), Data Analysis, Risk Management, Probability & Statistics, Statistical Inference, Statistical Hypothesis Testing, R Programming, Project Estimation, Business Analysis

    Intermediate · Course · 1 - 3 Months

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

    University of Minnesota

    Simulation Models for Decision Making

    Skills you'll gain: Simulations, Probability Distribution, Probability, Statistical Methods, Simulation and Simulation Software, Probability & Statistics, Microsoft Excel, Solution Design, Excel Formulas, Operations Research, Complex Problem Solving, Excel Macros, Business Modeling, Risk Modeling, Data Modeling, Predictive Modeling, Analysis, Estimation

    4.6 stars, 69 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Data Mining Methods

    Skills you'll gain: Data Mining, Anomaly Detection, Unsupervised Learning, Machine Learning Methods, Supervised Learning, Classification Algorithms, Decision Tree Learning, Data Science, Machine Learning Algorithms, Data Analysis, Machine Learning, Correlation Analysis, Bayesian Network, Algorithms, Artificial Neural Networks, Model Evaluation

    4.3 stars, 76 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.3 (76) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
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In summary, here are 10 of our most popular statistical inference courses

  • Arranging and Visualizing Data in R: University of Michigan
  • Python for Data Visualization: Matplotlib & Seaborn: Coursera
  • Data Mining in Python: University of Michigan
  • R Programming for Data Science: Logical Operations
  • Build a Machine Learning Web App with Streamlit and Python: Coursera
  • Tesla Stock Price Prediction using Facebook Prophet: Coursera
  • Cours intensif sur la science des données: Johns Hopkins University
  • Foundations of Machine Learning: Coursera
  • Advanced Concepts in Time Value of Money (TVM): University of Michigan
  • Data Acquisition, Risk, and Estimation: University of Colorado Boulder

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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