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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

    • Status: New
      New
      Status: Free Trial
      Free Trial
      U

      University of Michigan

      Data-Oriented Python Programming and Debugging

      Skills you'll gain: NumPy, Debugging, Pandas (Python Package), Scientific Visualization, Data Science, Statistics, Descriptive Statistics, Jupyter, Data Analysis, Data Processing, Analytical Skills, Data Integration, Computational Thinking, Integrated Development Environments, Program Development, Technical Support, Performance Tuning, Critical Thinking

      4.6
      Rating, 4.6 out of 5 stars
      ·
      7 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Modeling and Predicting Climate Anomalies

      Skills you'll gain: Data Visualization, Dimensionality Reduction, Unsupervised Learning, Machine Learning Methods, Applied Machine Learning, Environmental Policy, Regression Analysis, Statistical Analysis, Statistical Machine Learning, Machine Learning Algorithms, Matplotlib, Machine Learning, Environment, Data Science, Data Integration, Energy and Utilities, Anomaly Detection, Natural Resource Management, Public Policies, Policy Development

      Intermediate · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      S

      SAS

      Predictive Modeling with Logistic Regression using SAS

      Skills you'll gain: SAS (Software), Predictive Modeling, Statistical Modeling, Statistical Machine Learning, Feature Engineering, Regression Analysis, Performance Analysis, Business Analytics, Data Manipulation, Statistical Analysis, Sampling (Statistics)

      4.6
      Rating, 4.6 out of 5 stars
      ·
      63 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Illinois Urbana-Champaign

      Advanced Deep Learning Methods for Healthcare

      Skills you'll gain: Deep Learning, Generative AI, Health Informatics, Tensorflow, Image Analysis, Applied Machine Learning, PyTorch (Machine Learning Library), Artificial Neural Networks, Keras (Neural Network Library), Network Model, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Unsupervised Learning, Predictive Modeling, Natural Language Processing, Python Programming

      3.5
      Rating, 3.5 out of 5 stars
      ·
      14 reviews

      Advanced · Course · 1 - 4 Weeks

    • C

      Coursera Project Network

      Scikit-Learn For Machine Learning Classification Problems

      Skills you'll gain: Scikit Learn (Machine Learning Library), Applied Machine Learning, Machine Learning Algorithms, Machine Learning, Supervised Learning, Classification And Regression Tree (CART), Predictive Modeling, Python Programming, Data Analysis

      4.5
      Rating, 4.5 out of 5 stars
      ·
      17 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: New
      New
      Status: Free Trial
      Free Trial
      I

      Illinois Tech

      Introduction to Data Science Techniques

      Skills you'll gain: Statistical Analysis, Histogram, Data Analysis, Time Series Analysis and Forecasting, Statistical Machine Learning, Statistical Modeling, Classification And Regression Tree (CART), Regression Analysis, Analytics, Probability & Statistics, Statistical Inference, Customer Analysis, Market Analysis, Forecasting, Data Mining, Bayesian Statistics, Decision Tree Learning, R Programming, Machine Learning, Data Visualization

      Build toward a degree

      4.3
      Rating, 4.3 out of 5 stars
      ·
      17 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      G

      Google Cloud

      Hands-on Foundations for Data Science and Machine Learning with Google Cloud Labs

      Skills you'll gain: Cloud-Based Integration, Google Cloud Platform, Data Warehousing, Big Data, Data Integration, Apache Spark, SQL, Data Science, Data Pipelines, Data Analysis, Tensorflow, Real Time Data, Analytics, Data Visualization Software, Query Languages, Data Processing, Data Visualization, Apache Hadoop, Data Manipulation, Machine Learning

      4.3
      Rating, 4.3 out of 5 stars
      ·
      125 reviews

      Intermediate · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      A

      Arizona State University

      Introduction to Machine Learning with Python

      Skills you'll gain: Supervised Learning, Unsupervised Learning, Generative AI, Image Analysis, Machine Learning Algorithms, Deep Learning, Machine Learning, Python Programming, Computer Vision, Artificial Neural Networks, Data Processing, Computer Programming, Regression Analysis

      3.7
      Rating, 3.7 out of 5 stars
      ·
      21 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Non-Equilibrium Applications of Statistical Thermodynamics

      Skills you'll gain: Chemical Engineering, Chemistry, Engineering, Scientific, and Technical Instruments, Thermal Management, Mechanical Engineering, Engineering Calculations, Applied Mathematics, Simulation and Simulation Software, Physics

      4.4
      Rating, 4.4 out of 5 stars
      ·
      83 reviews

      Advanced · Course · 1 - 4 Weeks

    • Status: Free
      Free
      A

      Amazon Web Services

      Exploring Artificial Intelligence Use Cases and Applications

      Skills you'll gain: Data Ethics, Machine Learning Methods, Applied Machine Learning, Generative AI, Machine Learning Algorithms, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Marketing Strategies, Marketing Analytics, Innovation, AI Personalization, Artificial Intelligence, Marketing, Deep Learning, Ethical Standards And Conduct, Business Ethics, Healthcare Ethics, Automation, Advanced Analytics, FinTech

      4.4
      Rating, 4.4 out of 5 stars
      ·
      98 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Stability and Capability in Quality Improvement

      Skills you'll gain: Process Capability, Sample Size Determination, Statistical Process Controls, Quality Control, Performance Measurement, Statistical Analysis, Quality Improvement, R Programming, Data Analysis Software, Variance Analysis, Probability Distribution

      Build toward a degree

      4.1
      Rating, 4.1 out of 5 stars
      ·
      17 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free
      Free
      C

      Coursera Project Network

      Data Science Coding Challenge: Loan Default Prediction

      Skills you'll gain: Data Manipulation, Applied Machine Learning, Machine Learning, Machine Learning Algorithms, Predictive Modeling, Jupyter, Pandas (Python Package), Data Science, Python Programming, Data Analysis, Scikit Learn (Machine Learning Library)

      4.7
      Rating, 4.7 out of 5 stars
      ·
      97 reviews

      Intermediate · Guided Project · Less Than 2 Hours

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

    • Data-Oriented Python Programming and Debugging: University of Michigan
    • Modeling and Predicting Climate Anomalies: University of Colorado Boulder
    • Predictive Modeling with Logistic Regression using SAS : SAS
    • Advanced Deep Learning Methods for Healthcare: University of Illinois Urbana-Champaign
    • Scikit-Learn For Machine Learning Classification Problems: Coursera Project Network
    • Introduction to Data Science Techniques: Illinois Tech
    • Hands-on Foundations for Data Science and Machine Learning with Google Cloud Labs: Google Cloud
    • Introduction to Machine Learning with Python: Arizona State University
    • Non-Equilibrium Applications of Statistical Thermodynamics: University of Colorado Boulder
    • Exploring Artificial Intelligence Use Cases and Applications: Amazon Web Services

    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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