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    • Statistical Inference

    Statistical Inference Courses Online

    Study statistical inference for drawing conclusions from data. Learn about estimation, hypothesis testing, and confidence intervals.

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    Explore the Statistical Inference Course Catalog

    • C

      Coursera Project Network

      Python for Data Visualization: Matplotlib & Seaborn

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

      4.6
      Rating, 4.6 out of 5 stars
      ·
      68 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • C

      Coursera Project Network

      Portfolio Diversification using Correlation Matrix

      Skills you'll gain: Portfolio Management, Financial Management, Risk Management, Investment Management, Financial Market, Financial Modeling, Investments, Correlation Analysis, Analysis, Statistics

      4.5
      Rating, 4.5 out of 5 stars
      ·
      282 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      T

      Technion - Israel Institute of Technology

      Action-Driven Business Plan: From the ‘Classroom’ to the World

      Skills you'll gain: Business Planning, Entrepreneurship, Market Research, Business Strategies, Market Analysis, Financial Modeling, Business Development, Video Production, Project Planning, Product Development, Presentations, Risk Analysis

      4.9
      Rating, 4.9 out of 5 stars
      ·
      337 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      AI for Design and Optimization

      Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Artificial Intelligence, Computer-Aided Design, Design Thinking, Technical Design, Machine Learning Methods, Machine Learning, Artificial Neural Networks, Data-Driven Decision-Making, Deep Learning, Applied Machine Learning, Machine Learning Algorithms, Algorithms

      4.1
      Rating, 4.1 out of 5 stars
      ·
      38 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Unsupervised Algorithms in Machine Learning

      Skills you'll gain: Unsupervised Learning, Dimensionality Reduction, Machine Learning Algorithms, Machine Learning, Data Science, Scikit Learn (Machine Learning Library), Python Programming, NumPy, Exploratory Data Analysis, Linear Algebra, Statistical Analysis

      Build toward a degree

      3.8
      Rating, 3.8 out of 5 stars
      ·
      22 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free
      Free
      D

      DeepLearning.AI

      How Diffusion Models Work

      Skills you'll gain: Generative AI, Jupyter, PyTorch (Machine Learning Library), Image Analysis, Sampling (Statistics), Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Algorithms

      4.6
      Rating, 4.6 out of 5 stars
      ·
      269 reviews

      Intermediate · Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      E

      Edureka

      Applied Data Analytics

      Skills you'll gain: Power BI, Data Visualization, Data Analysis Expressions (DAX), Plotly, Matplotlib, Data Analysis, Exploratory Data Analysis, SQL, Probability & Statistics, Seaborn, Web Scraping, Pandas (Python Package), Statistical Hypothesis Testing, Regression Analysis, Python Programming, Data Transformation, Data Integration, Machine Learning, NumPy, Feature Engineering

      4.2
      Rating, 4.2 out of 5 stars
      ·
      15 reviews

      Intermediate · Specialization · 3 - 6 Months

    • C

      Coursera Project Network

      Construct Stock Market Indices

      Skills you'll gain: Market Data, Google Sheets, Data Import/Export, Equities, Financial Modeling, Financial Analysis, Financial Market

      4.5
      Rating, 4.5 out of 5 stars
      ·
      197 reviews

      Advanced · Guided Project · Less Than 2 Hours

    • Status: New
      New
      Status: Free Trial
      Free Trial
      M

      Macquarie University

      Statistics and Data Analysis with Excel: Intermediate

      Skills you'll gain: Interactive Data Visualization, Pivot Tables And Charts, Data Visualization, Data Presentation, Statistical Inference, Correlation Analysis, Statistical Hypothesis Testing, Microsoft Excel, Excel Formulas, Statistics, Probability & Statistics, Data Analysis, Regression Analysis, Sampling (Statistics), Statistical Analysis, Descriptive Statistics, Forecasting

      Intermediate · Course · 1 - 3 Months

    • Status: Preview
      Preview
      K

      Korea Advanced Institute of Science and Technology(KAIST)

      AI Materials

      Skills you'll gain: Artificial Intelligence, Artificial Neural Networks, Applied Machine Learning, Image Analysis, Manufacturing Processes, Machine Learning, Data Processing, Emerging Technologies

      4.7
      Rating, 4.7 out of 5 stars
      ·
      46 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Integral Calculus and Numerical Analysis for Data Science

      Skills you'll gain: Integral Calculus, Numerical Analysis, Calculus, Data Science, Mathematical Theory & Analysis, Applied Mathematics, Linear Algebra, Derivatives

      4.6
      Rating, 4.6 out of 5 stars
      ·
      99 reviews

      Intermediate · Course · 1 - 4 Weeks

    • I

      IBM

      Specialized Models: Time Series and Survival Analysis

      Skills you'll gain: Time Series Analysis and Forecasting, Deep Learning, Statistical Analysis, Predictive Modeling, Statistical Methods, Forecasting, Jupyter, Data Cleansing, Applied Machine Learning, Data Transformation, Exploratory Data Analysis, Pandas (Python Package), Unsupervised Learning, Dimensionality Reduction

      4.5
      Rating, 4.5 out of 5 stars
      ·
      136 reviews

      Intermediate · Course · 1 - 4 Weeks

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    In summary, here are 10 of our most popular statistical inference courses

    • Python for Data Visualization: Matplotlib & Seaborn: Coursera Project Network
    • Portfolio Diversification using Correlation Matrix: Coursera Project Network
    • Action-Driven Business Plan: From the ‘Classroom’ to the World: Technion - Israel Institute of Technology
    • AI for Design and Optimization: University of Michigan
    • Unsupervised Algorithms in Machine Learning: University of Colorado Boulder
    • How Diffusion Models Work: DeepLearning.AI
    • Applied Data Analytics: Edureka
    • Construct Stock Market Indices: Coursera Project Network
    • Statistics and Data Analysis with Excel: Intermediate: Macquarie University
    • AI Materials: Korea Advanced Institute of Science and Technology(KAIST)

    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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