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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


  • Status: New
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    John Wiley & Sons

    Mastering Data Visualization with Power BI and Tableau

    Skills you'll gain: Tableau Software, Data Storytelling, Data Cleansing, Data Visualization Software, Data Wrangling, Dashboard, Dashboard Creation, Data Presentation, Data Visualization, Data Transformation, Interactive Data Visualization, Data Manipulation, Data Modeling, Statistical Visualization, Data Preprocessing, Power BI, Plot (Graphics), Data Analysis, SQL, Python Programming

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    IBM

    Generative AI for NLP with PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Fine-tuning, Convolutional Neural Networks, Deep Learning, Natural Language Processing, Embeddings, Hugging Face, Computer Vision, Supervised Learning, Classification Algorithms, Data Preprocessing, Predictive Modeling, Machine Learning, Data Processing, Artificial Intelligence and Machine Learning (AI/ML), Statistical Methods, Probability & Statistics, Machine Learning Algorithms

    4.4
    Rating, 4.4 out of 5 stars
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    2.1K reviews

    Advanced · Specialization · 3 - 6 Months

  • Status: Free Trial
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    University of Michigan

    Applied Machine Learning in Python

    Skills you'll gain: Feature Engineering, Model Evaluation, Applied Machine Learning, Supervised Learning, Scikit Learn (Machine Learning Library), Predictive Modeling, Machine Learning Methods, Machine Learning, Model Training, Model Optimization, Machine Learning Algorithms, Unsupervised Learning, Python Programming, Classification Algorithms, Artificial Neural Networks

    4.6
    Rating, 4.6 out of 5 stars
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    8.8K reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Imperial College London

    Mathematics for Machine Learning: PCA

    Skills you'll gain: Dimensionality Reduction, NumPy, Unsupervised Learning, Statistical Methods, Descriptive Statistics, Jupyter, Statistics, Geometry, Linear Algebra, Data Transformation, Python Programming, Advanced Mathematics, Applied Mathematics, Calculus

    4
    Rating, 4 out of 5 stars
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    3.2K reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Forecasting Techniques

    Skills you'll gain: Marketing Budgets, Data-Driven Marketing, Demand Planning, Campaign Planning, Performance marketing, Budget Management, Promotions and Campaigns, Trend Analysis, Spreadsheet Software, Budgeting, Excel Formulas, Predictive Modeling, Predictive Analytics, Performance Analysis, Promotional Strategies, Anomaly Detection, Statistical Methods, Data Analysis, Regression Analysis, Data Cleansing

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    D

    Duke University

    Introduction to Machine Learning

    Skills you'll gain: PyTorch (Machine Learning Library), Logistic Regression, Machine Learning Methods, Transfer Learning, Reinforcement Learning, Convolutional Neural Networks, Deep Learning, Image Analysis, Applied Machine Learning, Model Training, Natural Language Processing, Machine Learning, Model Optimization, Artificial Neural Networks, Supervised Learning, Unsupervised Learning, Python Programming, Computer Vision, Medical Imaging

    4.7
    Rating, 4.7 out of 5 stars
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    3.8K reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Bestseller
    Bestseller
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    Tableau Learning Partner

    Tableau Business Intelligence Analyst

    Skills you'll gain: Data Storytelling, Exploratory Data Analysis, Requirements Elicitation, Ad Hoc Reporting, Data Presentation, Data Governance, Data Ethics, Tableau Software, Business Analysis, Data Literacy, Data Visualization, Data Preprocessing, Data Visualization Software, Data Warehousing, Business Metrics, Dashboard, Statistical Visualization, Data Analysis, Spatial Data Analysis, Data Management

    4.7
    Rating, 4.7 out of 5 stars
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    1.2K reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
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    U

    University of Pennsylvania

    Introduction to Spreadsheets and Models

    Skills you'll gain: Spreadsheet Software, Financial Modeling, Predictive Modeling, Regression Analysis, Statistical Modeling, Data Modeling, Financial Forecasting, Excel Formulas, Risk Modeling, Business Modeling, Simulation and Simulation Software, Microsoft Excel, Google Sheets, Probability Distribution, Analysis, Forecasting, Predictive Analytics, Risk Analysis, Statistical Methods, Data Analysis Software

    4.2
    Rating, 4.2 out of 5 stars
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    3.9K reviews

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Exploratory Data Analysis and Visualization

    Skills you'll gain: Exploratory Data Analysis, Dashboard Creation, Dashboard, Descriptive Statistics, Correlation Analysis, Business Metrics, Data Presentation, Scatter Plots, Data Analysis, Key Performance Indicators (KPIs), Tableau Software, Statistical Visualization, Data Visualization, Statistical Reporting, Business Analytics, Descriptive Analytics, Data Visualization Software, Data Analysis Software, Data Processing, Data Architecture

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
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    E

    EDUCBA

    Financial Calculator Skills for Finance Professionals

    Skills you'll gain: Depreciation, Finance, Capital Budgeting, Business Mathematics, Financial Analysis, Statistical Methods, Problem Solving, Accounting and Finance Software, General Finance, Cash Flows, Critical Thinking and Problem Solving, Corporate Finance, System Configuration, Engineering Calculations, Complex Problem Solving, Real Time Data, Arithmetic, Creative Problem-Solving, Descriptive Statistics

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Coursera

    AI-Powered Business Analysis: Excel, KPIs & GenAI

    Skills you'll gain: Excel Macros, Key Performance Indicators (KPIs), Prompt Engineering, Data Storytelling, Performance Measurement, Process Modeling, Regression Analysis, Business Metrics, Process Improvement, Continuous Improvement Process, Performance Analysis, Business Process Improvement, Performance Metric, ChatGPT, Microsoft Excel, Generative AI, Data Visualization, Business Analysis, Statistical Analysis, Business Intelligence

    4.5
    Rating, 4.5 out of 5 stars
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    461 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Sports Performance Analytics

    Skills you'll gain: Logistic Regression, Forecasting, Statistical Methods, Exercise Science, Regression Analysis, Plot (Graphics), Data Cleansing, Scikit Learn (Machine Learning Library), Supervised Learning, Data Processing, Statistical Hypothesis Testing, Correlation Analysis, Predictive Analytics, Applied Machine Learning, Injury Prevention, Athletic Training, Analytics, People Analytics, Data Analysis, Python Programming

    4.5
    Rating, 4.5 out of 5 stars
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    281 reviews

    Intermediate · Specialization · 3 - 6 Months

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

  • Mastering Data Visualization with Power BI and Tableau: John Wiley & Sons
  • Generative AI for NLP with PyTorch: IBM
  • Applied Machine Learning in Python: University of Michigan
  • Mathematics for Machine Learning: PCA: Imperial College London
  • Forecasting Techniques: Coursera
  • Introduction to Machine Learning: Duke University
  • Tableau Business Intelligence Analyst: Tableau Learning Partner
  • Introduction to Spreadsheets and Models: University of Pennsylvania
  • Exploratory Data Analysis and Visualization: Coursera
  • Financial Calculator Skills for Finance Professionals: EDUCBA

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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