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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


  • I

    IBM

    Data Warehousing Capstone Project

    Skills you'll gain: Data Warehousing, IBM Cognos Analytics, Extract, Transform, Load, Database Architecture and Administration, Data Visualization, Database Design, Dashboard Creation, Data Modeling, MySQL, Dashboard, Business Intelligence, Database Management, Data Architecture, Data Pipelines, PostgreSQL, Statistical Reporting, Shell Script, SQL, Data Transformation, Data Import/Export

    4.8 stars, 29 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (29) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    SAS

    Analyzing Time Series and Sequential Data

    Skills you'll gain: Time Series Analysis and Forecasting, SAS (Software), Forecasting, Recurrent Neural Networks (RNNs), Feature Engineering, Statistical Analysis, Digital Signal Processing, Statistical Methods, Statistical Software, Regression Analysis, Data Transformation, Exploratory Data Analysis, Predictive Modeling, Machine Learning Methods, Applied Machine Learning, Data Wrangling, Data Analysis Software, Data Preprocessing, Unsupervised Learning, Statistical Modeling

    5 stars, 11 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 5 (11) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • L

    London Business School

    New Ways of Working in an AI World

    Skills you'll gain: AI Enablement, Artificial Intelligence and Machine Learning (AI/ML), Leadership Studies, Business Leadership, Organizational Leadership, Responsible AI, Business Transformation, Artificial Intelligence, Data Strategy, Digital Transformation, Communication, Stakeholder Communications, Technology Strategies, AI Integrations, Business Strategy, Business Ethics, Machine Learning, Scalability, Case Studies, Decision Making

    4.6 stars, 56 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (56) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Looker Studio Essentials

    Skills you'll gain: Looker (Software), Data Visualization, Statistical Visualization, Data Presentation, Interactive Data Visualization, Data Visualization Software, Data Storytelling, Dashboard, Data Integration, Dashboard Creation, Data Transformation

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

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

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Analyze and Interpret Data Using Excel

    Skills you'll gain: Scatter Plots, Plot (Graphics), Regression Analysis, Excel Formulas, Statistical Visualization, Microsoft Excel, Data Analysis, Statistical Modeling, Descriptive Statistics, Data Analysis Software, Analytics, Statistical Analysis, Statistical Methods, Descriptive Analytics, Spreadsheet Software, Correlation Analysis, Statistics, Exploratory Data Analysis, Predictive Modeling, Trend Analysis

    5 stars, 11 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 5 (11) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    CertNexus

    Build Regression, Classification, and Clustering Models

    Skills you'll gain: Model Evaluation, Applied Machine Learning, Model Training, Unsupervised Learning, Regression Analysis, Classification Algorithms, Machine Learning Algorithms, Model Optimization, Machine Learning Methods, Linear Algebra, Machine Learning, Predictive Modeling, Statistical Modeling, Supervised Learning, Performance Tuning

    4.5 stars, 21 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (21) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Forecast bikeshare demand using time series models in R

    Skills you'll gain: R Programming, R (Software), Data Visualization, Statistical Programming, Time Series Analysis and Forecasting, Interactive Data Visualization, Data-Driven Decision-Making, Trend Analysis, Rmarkdown, Data Processing, Data Analysis, Predictive Modeling, Data Cleansing, Data Manipulation, Exploratory Data Analysis, Predictive Analytics, Revenue Management, Forecasting, Business Strategy, Machine Learning

    4.9 stars, 12 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.9 (12) · Intermediate · Guided Project · Less Than 2 Hours

  • T

    The Hong Kong University of Science and Technology

    Understanding Modern Physics III: Simplicity and Complexity

    Skills you'll gain: Physics, Simulations, Mathematical Theory & Analysis, Mechanics, Integral Calculus, Mathematical Modeling, Calculus, Differential Equations, Probability & Statistics, Physical Science, Statistical Methods

    4.8 stars, 34 reviews, Beginner, Course, 1 - 4 Weeks

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

  • U

    University of Illinois Urbana-Champaign

    Deep Learning for Healthcare

    Skills you'll gain: Deep Learning, Convolutional Neural Networks, Health Informatics, Autoencoders, Recurrent Neural Networks (RNNs), Generative AI, Image Analysis, Machine Learning Methods, Embeddings, Generative Model Architectures, Machine Learning, Applied Machine Learning, Machine Learning Algorithms, Model Deployment, Artificial Neural Networks, Supervised Learning, Model Evaluation, Artificial Intelligence and Machine Learning (AI/ML), Health Care, Big Data

    3.3 stars, 51 reviews, Advanced, Specialization, 1 - 3 Months

    ★ 3.3 (51) · Advanced · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Build your first Machine Learning Pipeline using Dataiku

    Skills you'll gain: Model Training, Data Import/Export, Model Evaluation, No-Code Development, Exploratory Data Analysis, Predictive Modeling, Applied Machine Learning, Data Pipelines, Machine Learning Software, Data Preprocessing, Data Analysis, Machine Learning, Predictive Analytics

    4.5 stars, 63 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.5 (63) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • M

    Microsoft

    The R Programming Starter Course

    Skills you'll gain: Microsoft Visual Studio, R (Software), Debugging, R Programming, Data Structures, Microsoft Development Tools, Software Documentation, Programming Principles, Statistical Programming, Program Development, Code Reusability, Development Environment, Data Manipulation, Computational Logic, Software Installation

    5 stars, 6 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 5 (6) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    Advanced Marketing Optimization & Strategy

    Skills you'll gain: Google Analytics, Dashboard Creation, Data Storytelling, Content Performance Analysis, Data Validation, Stakeholder Engagement, Statistical Modeling, Search Engine Optimization, Marketing Analytics, Web Analytics, Marketing Automation, Data Visualization, Customer Insights, Data-Driven Decision-Making, Campaign Management, Key Performance Indicators (KPIs), Predictive Analytics, Performance Measurement, Return On Investment, Artificial Intelligence

    Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular statistical inference courses

  • Data Warehousing Capstone Project: IBM
  • Analyzing Time Series and Sequential Data: SAS
  • New Ways of Working in an AI World: London Business School
  • Looker Studio Essentials: Google Cloud
  • Analyze and Interpret Data Using Excel: EDUCBA
  • Build Regression, Classification, and Clustering Models: CertNexus
  • Forecast bikeshare demand using time series models in R: Coursera
  • Understanding Modern Physics III: Simplicity and Complexity: The Hong Kong University of Science and Technology
  • Deep Learning for Healthcare: University of Illinois Urbana-Champaign
  • Build your first Machine Learning Pipeline using Dataiku: Coursera

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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