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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 Colorado System

    Kalman Filter Boot Camp (and State Estimation)

    Skills you'll gain: Linear Algebra, Mathematical Modeling, Estimation, Matlab, Statistical Modeling, Simulations, Control Systems, Probability, Simulation and Simulation Software, Probability & Statistics, Statistical Methods, Probability Distribution

    4.9 stars, 27 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.9 (27) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IBM

    AI Workflow: Business Priorities and Data Ingestion

    Skills you'll gain: Design Thinking, Market Opportunities, Data Science, Analytical Skills, Process Design, Data Pipelines, Data Validation, Data Processing, Workflow Management, Data Cleansing, Data Quality, Data Collection, Business Priorities, NumPy, Machine Learning, Python Programming

    4.4 stars, 191 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.4 (191) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Sentiment Analysis with Deep Learning using BERT

    Skills you'll gain: Model Optimization, Model Evaluation, Large Language Modeling, Data Preprocessing, Model Training, Fine-tuning, Data Cleansing, PyTorch (Machine Learning Library), Transfer Learning, Deep Learning, Natural Language Processing, Exploratory Data Analysis, Test Data, Machine Learning

    4.4 stars, 398 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.4 (398) · Intermediate · Guided Project · Less Than 2 Hours

  • 2

    28DIGITAL

    Data Science for Business Innovation

    Skills you'll gain: Data Strategy, Data-Driven Decision-Making, Big Data, Data Science, NoSQL, Data Modeling, Data Storage Technologies, Analytics, Business Analytics, Machine Learning Methods, Data Analysis, Risking, Data Literacy, Data Ethics, Machine Learning, Unsupervised Learning, Regression Analysis, Descriptive Analytics, Supervised Learning, Artificial Intelligence and Machine Learning (AI/ML)

    4.3 stars, 274 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.3 (274) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • G

    Google Cloud

    Innovating with Google Cloud Artificial Intelligence

    Skills you'll gain: Responsible AI, Agentic Workflows, Google Cloud Platform, Agentic systems, Artificial Intelligence and Machine Learning (AI/ML), Data Quality, Artificial Intelligence, Digital Transformation, Generative AI, Business Transformation, Cloud Solutions, AI literacy, Machine Learning, Analytics, Cloud Infrastructure, Data Processing, Applied Machine Learning, Data Ethics, Model Training, Managed Services

    4.8 stars, 117 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (117) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Ideal Gases

    Skills you'll gain: Chemical Engineering, Chemistry, Vibrations, Thermal Management, Mechanical Engineering, Engineering Calculations, Mechanics, Process Engineering, Physical Science, Engineering Analysis, Physics, Numerical Analysis, Mathematical Modeling

    4.5 stars, 145 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 4.5 (145) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    LearnQuest

    Demand Forecasting Using Time Series

    Skills you'll gain: Time Series Analysis and Forecasting, Demand Planning, Trend Analysis, Data Visualization, Regression Analysis, Plot (Graphics), Forecasting, Statistical Analysis, Predictive Modeling, Correlation Analysis, Predictive Analytics, Applied Machine Learning, Supply Chain, Supply Chain Management, Data Analysis, Pandas (Python Package), Statistical Modeling, Machine Learning, Python Programming

    3.3 stars, 39 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 3.3 (39) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Michigan

    The Total Data Quality Framework

    Skills you'll gain: Data Quality, Data Collection, Data Validation, Data Analysis, Data Processing, Data Access, Statistical Analysis

    4.6 stars, 52 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Advanced Understanding of Stocks and Bonds

    Skills you'll gain: Equities, Investments, Financial Analysis, Financial Market, Corporate Finance, Business Valuation, Investment Management, Financial Modeling, Risk Analysis, Growth Strategies

    4.6 stars, 65 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (65) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    CertNexus

    Solve Business Problems with AI and Machine Learning

    Skills you'll gain: Data Ethics, Responsible AI, Compliance Training, Regulatory Compliance, Model Training, Business Ethics, Compliance Management, Applied Machine Learning, Project Implementation, AI Product Strategy, Machine Learning Software, Business Solutions, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Machine Learning, Machine Learning Methods, Ethical Standards And Conduct, Model Evaluation, AI literacy, Data-Driven Decision-Making

    4.4 stars, 128 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.4 (128) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    CertNexus

    CertNexus Certified Data Science Practitioner

    Skills you'll gain: Extract, Transform, Load, Data Analysis, Model Training, Data Preprocessing, Jupyter, Data Visualization, Unsupervised Learning, Applied Machine Learning, Statistical Analysis, Model Evaluation, Exploratory Data Analysis, Statistical Visualization, Machine Learning, Machine Learning Methods, Statistical Methods, Data Cleansing, Project Scoping, Business Priorities, Business Analysis, Data Manipulation

    4.7 stars, 85 reviews, Intermediate, Professional Certificate, 3 - 6 Months

    ★ 4.7 (85) · Intermediate · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
  • 2

    28DIGITAL

    Quantitative Model Checking

    Skills you'll gain: Computational Logic, Markov Model, Verification And Validation, Theoretical Computer Science, Mathematical Modeling, Systems Analysis, Software Testing, Statistical Modeling, Process Modeling, Probability, Algorithms, Probability Distribution, Applied Mathematics

    4.3 stars, 54 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.3 (54) · Intermediate · Course · 1 - 3 Months

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

  • Kalman Filter Boot Camp (and State Estimation): University of Colorado System
  • AI Workflow: Business Priorities and Data Ingestion: IBM
  • Sentiment Analysis with Deep Learning using BERT: Coursera
  • Data Science for Business Innovation: 28DIGITAL
  • Innovating with Google Cloud Artificial Intelligence: Google Cloud
  • Ideal Gases: University of Colorado Boulder
  • Demand Forecasting Using Time Series: LearnQuest
  • The Total Data Quality Framework: University of Michigan
  • Advanced Understanding of Stocks and Bonds: University of Michigan
  • Solve Business Problems with AI and Machine Learning: CertNexus

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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