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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


  • C

    Coursera

    Hyperparameter Tuning with Keras Tuner

    Skills you'll gain: Keras (Neural Network Library), Model Optimization, Artificial Neural Networks, Applied Machine Learning, Model Training, Deep Learning, Python Programming, Performance Tuning, Machine Learning

    4.6 stars, 71 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.6 (71) · Intermediate · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • J

    Johns Hopkins University

    Honors Algebra 2

    Skills you'll gain: Algebra, Graphing, Applied Mathematics, Mathematical Modeling, Trigonometry, Probability, Advanced Mathematics, Data Analysis, Probability & Statistics, Statistical Analysis, Logical Reasoning, Probability Distribution, Mathematical Theory & Analysis, Descriptive Statistics, Arithmetic, Statistics, Engineering Calculations, Calculus, Visualization (Computer Graphics), Analytical Skills

    4.5 stars, 8 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.5 (8) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • M

    Macquarie University

    Cyber Security: Data Security and Information Privacy

    Skills you'll gain: Data Security, Threat Detection, Cybersecurity, Cyber Attacks, Cyber Risk, Data Management, Security Management, Encryption, Security Software, Data Sharing, Security Strategy, Network Security, Data Access, Risk Modeling, Statistical Methods

    4.6 stars, 15 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (15) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    SkillsBooster Academy

    Claude AI in Excel for Business Professionals

    Skills you'll gain: Anthropic Claude, Data Storytelling, Data Presentation, Financial Modeling, AI Enablement, Business Modeling, AI Orchestration, Decision Intelligence, Microsoft Excel, Data Manipulation, Excel Formulas, Storytelling, AI Workflows, Artificial Intelligence, Generative AI, Business, Prompt Engineering, Microsoft Office, Interactive Learning, Data Management

    5 stars, 6 reviews, Beginner, Course, 1 - 3 Months

    ★ 5 (6) · Beginner · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • F

    Fractal Analytics

    Foundations of Machine Learning

    Skills you'll gain: Model Evaluation, Model Deployment, Applied Machine Learning, Machine Learning, Machine Learning Methods, Supervised Learning, Regression Analysis, Decision Tree Learning, Machine Learning Algorithms, Model Training, Feature Engineering, Data Preprocessing, Unsupervised Learning, Predictive Modeling, Model Optimization, Logistic Regression, Anomaly Detection, Classification Algorithms

    4.5 stars, 14 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.5 (14) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • D

    Duke University

    Data Visualization and Modeling in Python

    Skills you'll gain: Matplotlib, Plot (Graphics), Data Visualization, Predictive Modeling, Scientific Visualization, Pandas (Python Package), Data Visualization Software, Predictive Analytics, Statistical Visualization, Data Presentation, Data Manipulation, Data Wrangling, Regression Analysis, Data Analysis, Data Cleansing, Data Science, Applied Machine Learning, Machine Learning Algorithms, Model Evaluation, Statistical Inference

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Accounting for Mergers and Acquisitions: Advanced Topics

    Skills you'll gain: Intercompany Accounting, Financial Statement Analysis, Mergers & Acquisitions, Specialized Accounting, Corporate Accounting, Financial Modeling, Corporate Tax, Private Equity, Financial Statements, Investment Banking, Financial Analysis, Tax Management, Corporate Finance, Tax, Tax Laws, Financial Accounting, Accounting, Business Metrics, Balance Sheet, Equities

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

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

    Status: Free trial
    Free trial
  • A

    American Psychological Association

    How to Create and Explore a Data Set

    Skills you'll gain: Histogram, Data Analysis, Data Presentation, Exploratory Data Analysis, Graphing, Data Visualization Software, Data Literacy, Descriptive Statistics, Statistical Software, Statistics, Research, Psychology

    Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of California, Irvine

    Data Storytelling

    Skills you'll gain: Data Storytelling, Data Presentation, Interactive Data Visualization, Statistical Visualization, Data Literacy, Data Visualization Software, Tableau Software, Data Ethics, Exploratory Data Analysis, Data Integrity, Correlation Analysis

    4 stars, 10 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4 (10) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • S

    SAS

    AI Literacy: Responsible, Trustworthy, Effective

    Skills you'll gain: Generative AI, Retrieval-Augmented Generation, Large Language Modeling, Responsible AI, Data Ethics, Generative Adversarial Networks (GANs), Generative Model Architectures, LLM Application, Agentic systems, AI Security, Law, Regulation, and Compliance, Agentic Workflows, Discussion Facilitation, Regulatory Requirements, Regulatory Compliance, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, SAS (Software), Analytics, Machine Learning

    Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of California, Irvine

    Data Visualization Best Practices

    Skills you'll gain: Data Visualization, Data Visualization Software, Statistical Visualization, Data Presentation, Plot (Graphics), Data Storytelling, Tableau Software, Exploratory Data Analysis, Descriptive Statistics, Data Analysis, Descriptive Analytics, Data Mapping

    3.9 stars, 20 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 3.9 (20) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Présentation de l'IA générative

    Skills you'll gain: Generative AI, AI literacy, Machine Learning Methods, Machine Learning

    4.4 stars, 37 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.4 (37) · Beginner · Course · 1 - 4 Weeks

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

  • Hyperparameter Tuning with Keras Tuner: Coursera
  • Honors Algebra 2: Johns Hopkins University
  • Cyber Security: Data Security and Information Privacy: Macquarie University
  • Claude AI in Excel for Business Professionals: SkillsBooster Academy
  • Foundations of Machine Learning: Fractal Analytics
  • Data Visualization and Modeling in Python: Duke University
  • Accounting for Mergers and Acquisitions: Advanced Topics: University of Illinois Urbana-Champaign
  • How to Create and Explore a Data Set: American Psychological Association
  • Data Storytelling: University of California, Irvine
  • AI Literacy: Responsible, Trustworthy, Effective: SAS

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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