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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

    Object Localization with TensorFlow

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Data Synthesis, Model Training, Convolutional Neural Networks, Image Analysis, Computer Vision, Artificial Neural Networks, Model Evaluation, Deep Learning, Machine Learning

    4.3 stars, 117 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.3 (117) · Intermediate · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • J

    Johns Hopkins University

    Data Visualization Capstone

    Skills you'll gain: Data Visualization, Data Visualization Software, Statistical Visualization, Data Storytelling, Data Manipulation, Data Presentation, Dashboard Creation, Statistical Reporting, Data Wrangling, Dashboard, Data Analysis, Data Cleansing, Plot (Graphics), R (Software), R Programming, Tidyverse (R Package), Data Preprocessing, Data Transformation, Graphic and Visual Design, Data Import/Export

    5 stars, 38 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 5 (38) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Simulation of Call Centre Operations Using R Simmer

    Skills you'll gain: Simulations, Data Analysis, Process Analysis, Plot (Graphics), Statistical Methods, R Programming, Statistical Analysis, R (Software), Data Visualization, Process Modeling

    Beginner · Guided Project · Less Than 2 Hours

  • P

    Packt

    R Programming for Statistics and Data Science

    Skills you'll gain: R (Software), R Programming, Statistical Hypothesis Testing, Plot (Graphics), Ggplot2, Data Visualization, Data Manipulation, Exploratory Data Analysis, Statistical Programming, Statistical Visualization, Data Science, Tidyverse (R Package), Statistical Methods, Statistical Modeling, Data Analysis, Data-oriented programming, Regression Analysis, Data Structures, Data Wrangling, Statistical Analysis

    4.5 stars, 15 reviews, Intermediate, Course, 1 - 3 Months

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

  • D

    Duke University

    Explainable Machine Learning (XAI)

    Skills you'll gain: Responsible AI, Large Language Modeling, Generative AI, Data Ethics, Artificial Intelligence, Generative Model Architectures, Model Evaluation, Python Programming, Applied Machine Learning, Image Analysis, Machine Learning Methods, Machine Learning, Scientific Visualization, Deep Learning, Artificial Neural Networks

    4.7 stars, 29 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (29) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    SPSS: Apply & Evaluate Cluster Analysis Techniques

    Skills you'll gain: Unsupervised Learning, SPSS (Software), SPSS, Statistical Machine Learning, Applied Machine Learning, Machine Learning, Machine Learning Methods, Statistical Software, Data Preprocessing, Machine Learning Algorithms, Statistical Analysis, Model Evaluation, Data Mining, Data Cleansing, Data Analysis, Statistical Methods, Data Visualization

    4.6 stars, 21 reviews, Beginner, Course, 1 - 4 Weeks

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

    Category: Preview
    Preview
  • 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
  • W

    Wesleyan University

    Data Analysis and Interpretation Capstone

    Skills you'll gain: Data Storytelling, Data Presentation, Exploratory Data Analysis, Data Analysis, Research Reports, Analytics, Analytical Skills, Report Writing, Analysis, Data Science, Data Management, Statistical Analysis, Descriptive Analytics, Descriptive Statistics, Research

    4.8 stars, 48 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.8 (48) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Machine Learning and Human Learning

    Skills you'll gain: Responsible AI, Data Ethics, Human Learning, Education Software and Technology, Learning Theory, Data Mining, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Pedagogy, Machine Learning, Artificial Intelligence, AI literacy, Machine Learning Methods, Digital pedagogy, Analytics, AI Personalization, Predictive Analytics, Interactive Learning, Child Development, Supervised Learning

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    GenAI for Financial Data Analysis

    Skills you'll gain: Generative AI, Responsible AI, Financial Data, Complex Problem Solving, Microsoft Copilot, Data Ethics, ChatGPT, Data-Driven Decision-Making, Data Analysis, Prompt Engineering, Financial Analysis, Data Visualization Software

    4.2 stars, 18 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.2 (18) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • A

    Arm

    Introduction to AI

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Model Training, Artificial Intelligence, Model Evaluation, Machine Learning Methods, Machine Learning, Machine Learning Algorithms, Artificial Neural Networks, Deep Learning, Supervised Learning, Data Ethics, Large Language Modeling, Responsible AI, AI literacy, Data Science

    4.6 stars, 11 reviews, Beginner, Course, 1 - 3 Months

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

    Category: Preview
    Preview
  • C

    Coursera

    Data Analyst: SQL, Analysis, and Visualization

    Skills you'll gain: Dashboard Creation, Data Preprocessing, Dashboard, Descriptive Statistics, Exploratory Data Analysis, Pandas (Python Package), Data Presentation, SQL, Data Analysis, Data Wrangling, Tableau Software, Feature Engineering, Statistical Visualization, Data Cleansing, Analytical Skills, Data Visualization, Data Validation, Data Warehousing, Data Visualization Software, Data Analysis Software

    Beginner · Specialization · 3 - 6 Months

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

  • Object Localization with TensorFlow: Coursera
  • Data Visualization Capstone: Johns Hopkins University
  • Simulation of Call Centre Operations Using R Simmer: Coursera
  • R Programming for Statistics and Data Science: Packt
  • Explainable Machine Learning (XAI): Duke University
  • SPSS: Apply & Evaluate Cluster Analysis Techniques: EDUCBA
  • Data Visualization Best Practices: University of California, Irvine
  • Data Analysis and Interpretation Capstone: Wesleyan University
  • Machine Learning and Human Learning: University of Illinois Urbana-Champaign
  • GenAI for Financial Data Analysis: 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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