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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 California, Irvine

    Predictive Modeling, Model Fitting, and Regression Analysis

    Skills you'll gain: Predictive Modeling, Predictive Analytics, Regression Analysis, Decision Tree Learning, Supervised Learning, Data Modeling, Data Analysis, Logistic Regression, Descriptive Analytics, Forecasting, Machine Learning, Model Evaluation, Classification Algorithms, Unsupervised Learning, Statistical Analysis

    4.5
    Rating, 4.5 out of 5 stars
    ·
    74 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Columbia University

    Advanced Topics in Derivative Pricing

    Skills you'll gain: Derivatives, Credit Risk, Financial Market, Portfolio Risk, Capital Markets, Risk Analysis, Risk Management, Market Dynamics, Portfolio Management, Financial Modeling, Operations Research, Mathematical Modeling, Probability Distribution, Applied Mathematics, Computer Programming

    4.4
    Rating, 4.4 out of 5 stars
    ·
    30 reviews

    Intermediate · Course · 1 - 3 Months

  • S

    SAS

    Predictive Modeling with Logistic Regression using SAS

    Skills you'll gain: SAS (Software), Model Evaluation, Logistic Regression, Predictive Modeling, Classification And Regression Tree (CART), Big Data, Regression Analysis, Statistical Machine Learning, Feature Engineering, Statistical Analysis, Data Preprocessing

    4.6
    Rating, 4.6 out of 5 stars
    ·
    63 reviews

    Intermediate · Course · 1 - 3 Months

  • I

    Illinois Tech

    Artificial Intelligence

    Skills you'll gain: Responsible AI, Artificial Intelligence, Generative AI, AI Product Strategy, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), OpenAI, Business Management, Supervised Learning, Market Intelligence, Human Machine Interfaces, Emerging Technologies, Deep Learning, Natural Language Processing, Market Data

    4.3
    Rating, 4.3 out of 5 stars
    ·
    56 reviews

    Beginner · Course · 1 - 3 Months

  • S

    SAS

    Practicing for the SAS Programming Certification Exam

    Skills you'll gain: SAS (Software), Data Analysis, Exploratory Data Analysis, Statistical Programming, Data Manipulation, Data Transformation, Data Import/Export, Data Validation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    95 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of California, Irvine

    Use Tableau for Your Data Science Workflow

    Skills you'll gain: Data Storytelling, Dashboard, Data Presentation, Data Visualization Software, Interactive Data Visualization, Statistical Visualization, Plot (Graphics), Tableau Software, Data Ethics, Exploratory Data Analysis, Scatter Plots, Descriptive Statistics, Heat Maps, Data Analysis, Descriptive Analytics, Geospatial Information and Technology, Histogram, Analytical Skills, Application Deployment, Network Analysis

    3.9
    Rating, 3.9 out of 5 stars
    ·
    30 reviews

    Beginner · Specialization · 1 - 3 Months

  • K

    Kennesaw State University

    The Improve Phase for the 6 σ Black Belt

    Skills you'll gain: Lean Methodologies, Lean Six Sigma, Six Sigma Methodology, Performance Measurement, Process Improvement, Continuous Improvement Process, Process Analysis, Statistical Methods, Statistical Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    42 reviews

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Optimize TensorFlow Models For Deployment with TensorRT

    Skills you'll gain: Keras (Neural Network Library), Tensorflow, Applied Machine Learning, Deep Learning, Performance Tuning, Convolutional Neural Networks, Model Deployment, Python Programming

    4.5
    Rating, 4.5 out of 5 stars
    ·
    76 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • P

    Packt

    PyTorch Ultimate 2024 - From Basics to Cutting-Edge

    Skills you'll gain: PyTorch (Machine Learning Library), Recurrent Neural Networks (RNNs), Model Evaluation, Convolutional Neural Networks, Natural Language Processing, Deep Learning, Generative Adversarial Networks (GANs), Classification Algorithms, Transfer Learning, Applied Machine Learning, Vision Transformer (ViT), Image Analysis, Machine Learning, Computer Vision, Artificial Neural Networks, Artificial Intelligence, Unsupervised Learning, Python Programming, Embeddings, Data Preprocessing

    4.5
    Rating, 4.5 out of 5 stars
    ·
    79 reviews

    Intermediate · Specialization · 3 - 6 Months

  • U

    University of Colorado Boulder

    Stability and Capability in Quality Improvement

    Skills you'll gain: Process Capability, Statistical Process Controls, R (Software), Statistical Analysis, Data Analysis Software, R Programming, Quality Control, Quality Improvement, Statistical Methods, Process Analysis, Data Transformation, Statistical Hypothesis Testing, Probability Distribution

    Build toward a degree

    4.1
    Rating, 4.1 out of 5 stars
    ·
    17 reviews

    Intermediate · Course · 1 - 3 Months

  • D

    Duke University

    Developing Explainable AI (XAI)

    Skills you'll gain: Responsible AI, Data Ethics, AI Security, Generative AI, Artificial Intelligence, AI Product Strategy, Machine Learning, Machine Learning Methods, Model Evaluation, Data Literacy, Artificial Neural Networks, Algorithms

    4.6
    Rating, 4.6 out of 5 stars
    ·
    57 reviews

    Intermediate · Course · 1 - 4 Weeks

  • K

    Kennesaw State University

    The Control Phase for the 6 σ Black Belt

    Skills you'll gain: Statistical Process Controls, Lean Six Sigma, Six Sigma Methodology, Process Improvement, Process Capability, Quality Control, Continuous Improvement Process, Variance Analysis, Facility Repair And Maintenance, Document Management, Training Programs

    4.4
    Rating, 4.4 out of 5 stars
    ·
    40 reviews

    Mixed · Course · 1 - 3 Months

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

  • Predictive Modeling, Model Fitting, and Regression Analysis: University of California, Irvine
  • Advanced Topics in Derivative Pricing: Columbia University
  • Predictive Modeling with Logistic Regression using SAS : SAS
  • Artificial Intelligence: Illinois Tech
  • Practicing for the SAS Programming Certification Exam: SAS
  • Use Tableau for Your Data Science Workflow: University of California, Irvine
  • The Improve Phase for the 6 σ Black Belt: Kennesaw State University
  • Optimize TensorFlow Models For Deployment with TensorRT: Coursera
  • PyTorch Ultimate 2024 - From Basics to Cutting-Edge: Packt
  • Stability and Capability in Quality Improvement: 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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