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  • Inferential Statistics

Inferential Statistics Courses

Inferential statistics courses can help you learn hypothesis testing, confidence intervals, regression analysis, and sampling methods. You can build skills in interpreting data, making predictions, and drawing conclusions from sample data. Many courses introduce tools like R and Python for statistical analysis, along with software such as SPSS and Excel, that support applying these statistical techniques to real-world data sets.

Popular Inferential Statistics Courses and Certifications


  • C

    Coursera

    PyCaret: Anatomy of Regression

    Skills you'll gain: Model Optimization, Regression Analysis, Model Training, Statistical Modeling, Predictive Modeling, Fine-tuning, Scientific Visualization, Model Evaluation, Data Preprocessing, Applied Machine Learning, Data Processing, Exploratory Data Analysis, Python Programming, Machine Learning, Development Environment

    4.5
    Rating, 4.5 out of 5 stars
    ·
    14 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Getting Started with Facebook Pixel

    Skills you'll gain: Meta Ads Manager, Facebook, Target Audience, Social Media Marketing, Social Media Campaigns, Personalized Campaigns, Online Advertising, Digital Marketing Tools, Digital Marketing Campaigns, Web Analytics, Systems Integration

    4.1
    Rating, 4.1 out of 5 stars
    ·
    24 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • U

    University of Maryland, College Park

    Cómo combinar y analizar datos complejos

    Skills you'll gain: Data Integration, R (Software), Data Synthesis, Data Ethics, R Programming, Informed Consent, Data Sharing, Statistical Methods, Sampling (Statistics), Statistical Modeling, Descriptive Statistics, Logistic Regression, Information Privacy

    Mixed · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Wrangling Data in the Tidyverse

    Skills you'll gain: Data Wrangling, Exploratory Data Analysis, Tidyverse (R Package), Data Manipulation, Data Transformation, R Programming, R (Software), Data Processing, Data Preprocessing, Data Analysis, Statistical Programming, Text Mining, Correlation Analysis

    4.5
    Rating, 4.5 out of 5 stars
    ·
    33 reviews

    Mixed · Course · 1 - 3 Months

  • P

    Packt

    Foundations of AI Engineering

    Skills you'll gain: Probability & Statistics, NumPy, Matplotlib, Statistics, Data Visualization, Applied Machine Learning, Statistical Hypothesis Testing, Python Programming, Pandas (Python Package), Seaborn, Machine Learning, Mathematics and Mathematical Modeling, Model Optimization, Applied Mathematics, Statistical Analysis, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Data Science, Programming Principles, Probability

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Boost Productivity with Gemini in BigQuery

    Skills you'll gain: Google Gemini, Gemini, Data Analysis, Exploratory Data Analysis, AI Enablement, Data Wrangling, Data Preprocessing, Generative AI, Data Visualization Software

    Beginner · Course · 1 - 4 Weeks

  • N

    National Taiwan University

    初級會計學三:股東權益與現金流量 (Financial Accounting 103)

    Skills you'll gain: Financial Statement Analysis, Financial Accounting, Financial Statements, Financial Analysis, Financial Reporting, Cash Flows, Balance Sheet, Equities, Accounting, Financial Data, Investments, Generally Accepted Accounting Principles (GAAP), Trend Analysis, Consolidation

    Beginner · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Gestion de l’analyse des données

    Skills you'll gain: Data Analysis, Analytical Skills, Data Management, Exploratory Data Analysis, Statistical Reporting, Data Synthesis, Data Capture, Data Modeling, Data Presentation, Data Collection, Statistical Modeling, Data Validation, Statistical Inference, Model Evaluation, Communication

    4.5
    Rating, 4.5 out of 5 stars
    ·
    10 reviews

    Mixed · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Association Rules Analysis

    Skills you'll gain: Unsupervised Learning, Anomaly Detection, Data Preprocessing, Machine Learning Methods, Data Mining, Applied Machine Learning, Feature Engineering, Data Analysis, Correlation Analysis, Algorithms

    4.8
    Rating, 4.8 out of 5 stars
    ·
    12 reviews

    Intermediate · Course · 1 - 3 Months

  • S

    SAS

    Creating Features for Time Series Data

    Skills you'll gain: Time Series Analysis and Forecasting, SAS (Software), Feature Engineering, Statistical Analysis, Data Analysis Software, Data Analysis, Digital Signal Processing, Statistical Software, Data Transformation, Exploratory Data Analysis, Data Preprocessing, Unsupervised Learning, Data Processing, Dimensionality Reduction

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    GenAI for Performance Reviews: Streamline Feedback Processes

    Skills you'll gain: Performance Review, HR Tech, Employee Performance Management, Generative AI, AI Personalization, Workforce Development, Organizational Development, Performance Management, Smart Goals, People Analytics, People Development, Human Resource Strategy, Constructive Feedback, Responsible AI, Performance Analysis, Prompt Engineering, Automation, Coaching, Trend Analysis, Analysis

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Establish Company Training Initiatives with Canvas

    Skills you'll gain: Web Analytics, Content Performance Analysis, Developing Training Materials, Employee Training, Training and Development, Learning Management Systems, Content Management, People Analytics, Content Management Systems, Training Programs, Content Creation, Writing

    4.5
    Rating, 4.5 out of 5 stars
    ·
    15 reviews

    Beginner · Guided Project · Less Than 2 Hours

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In summary, here are 10 of our most popular inferential statistics courses

  • PyCaret: Anatomy of Regression: Coursera
  • Getting Started with Facebook Pixel: Coursera
  • Cómo combinar y analizar datos complejos: University of Maryland, College Park
  • Wrangling Data in the Tidyverse: Johns Hopkins University
  • Foundations of AI Engineering: Packt
  • Boost Productivity with Gemini in BigQuery: Google Cloud
  • 初級會計學三:股東權益與現金流量 (Financial Accounting 103): National Taiwan University
  • Gestion de l’analyse des données: Johns Hopkins University
  • Association Rules Analysis: University of Colorado Boulder
  • Creating Features for Time Series Data: 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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