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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: Free Trial
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    Corporate Finance Institute

    Data Prep for Machine Learning in Python

    Skills you'll gain: Feature Engineering, Data Import/Export, Exploratory Data Analysis, Data Cleansing, Statistical Visualization, Data Wrangling, Data Manipulation, Data Processing, Plot (Graphics), Data Visualization, Data Transformation, Descriptive Statistics, Data Analysis, Pandas (Python Package), Box Plots, Data Validation, Python Programming, Data Science, Scikit Learn (Machine Learning Library), Statistical Analysis

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
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    University of Michigan

    Design Strategies for Maximizing Total Data Quality

    Skills you'll gain: Data Quality, Data Integrity, Data Validation, Quality Assurance, Data Collection, Data Processing, Data Strategy, Data Analysis, Sampling (Statistics)

    5
    Rating, 5 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 4 Weeks

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    U

    University of Maryland, College Park

    AI Applications in Accounting and Finance

    Skills you'll gain: Accounting and Finance Software, Unstructured Data, Financial Data, Financial Statement Analysis, Image Analysis, Finance, Financial Analysis, Accounting, Emerging Technologies, Artificial Intelligence, Text Mining, Financial Reporting, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Trend Analysis, Data-Driven Decision-Making, Natural Language Processing

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Fundação Instituto de Administração

    Inteligência Artificial Aplicada ao CRM

    Skills you'll gain: Customer Relationship Management, Customer Data Management, Big Data, Data Mining, Data-Driven Decision-Making, Predictive Analytics, Sales Management, Ggplot2, Data Visualization Software, Plot (Graphics), Data Modeling, R Programming, Customer Insights, Customer Acquisition Management, Customer experience strategy (CX), Customer Retention, Data Science, Data Analysis, Data Manipulation, Applied Machine Learning

    4.4
    Rating, 4.4 out of 5 stars
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    98 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
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    University of Colorado Boulder

    R Programming and Tidyverse Capstone Project

    Skills you'll gain: R Programming, Rmarkdown, Tidyverse (R Package), Ggplot2, Data Import/Export, Data Visualization, Data Analysis, Data Visualization Software, Data Science, Data Manipulation, Data Storytelling, Statistical Analysis, Data Cleansing, Data Integration, Data Transformation, Communication

    4.7
    Rating, 4.7 out of 5 stars
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    6 reviews

    Beginner · Course · 1 - 4 Weeks

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    U

    University of Michigan

    Muestreo de personas, redes y registros

    Skills you'll gain: Sampling (Statistics), Sample Size Determination, Data Collection, Surveys, Statistical Methods, Quantitative Research, Probability & Statistics, Research Design, Statistical Software

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Packt

    NumPy, Matplotlib & Pandas – Data Science Prerequisites

    Skills you'll gain: NumPy, Pandas (Python Package), Data Manipulation, Scatter Plots, Jupyter, Data Visualization Software, Machine Learning, Data Science, Data Import/Export, Classification And Regression Tree (CART), Linear Algebra, Probability Distribution, Regression Analysis

    4.9
    Rating, 4.9 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 3 Months

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    DeepLearning.AI

    KI für alle

    Skills you'll gain: AI Product Strategy, Artificial Intelligence, Business Strategy, Team Building, Data Ethics, Data Science, Business Transformation, Artificial Neural Networks, Machine Learning, Deep Learning, Sales, Writing

    4.8
    Rating, 4.8 out of 5 stars
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    22 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Interactive Brokers

    ESG Data & Accountability

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), Data Collection, Due Diligence, Big Data, Analytics, Investment Management, Financial Market, Business Ethics, Sustainable Business, Portfolio Management, Accountability, Artificial Intelligence, Machine Learning, Natural Language Processing

    4.4
    Rating, 4.4 out of 5 stars
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    35 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Duke University

    Risk Management and Financial Theory

    Skills you'll gain: Risk Management, Business Risk Management, Credit Risk, Risk Mitigation, Stakeholder Communications, Operational Risk, Proposal Development, Risk Analysis, Business Strategies, Financial Analysis, Financial Modeling, Organizational Strategy, Strategic Thinking, Strategic Decision-Making

    4.7
    Rating, 4.7 out of 5 stars
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    32 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Codio

    Data Analysis in Python

    Skills you'll gain: Matplotlib, Statistical Hypothesis Testing, Data Analysis, Data Import/Export, Data Cleansing, Probability & Statistics, Data Manipulation, Statistics, Descriptive Statistics, Pandas (Python Package), Data Science, Python Programming, Programming Principles, Scripting, Computational Logic

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    Packt

    Building and Training Neural Networks with PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Deep Learning, Supervised Learning, Image Analysis, Artificial Neural Networks, Machine Learning Methods, Computer Vision, Artificial Intelligence and Machine Learning (AI/ML), Data Processing, Time Series Analysis and Forecasting

    4.9
    Rating, 4.9 out of 5 stars
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    9 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Data Prep for Machine Learning in Python: Corporate Finance Institute
  • Design Strategies for Maximizing Total Data Quality: University of Michigan
  • AI Applications in Accounting and Finance: University of Maryland, College Park
  • Inteligência Artificial Aplicada ao CRM: Fundação Instituto de Administração
  • R Programming and Tidyverse Capstone Project: University of Colorado Boulder
  • Muestreo de personas, redes y registros: University of Michigan
  • NumPy, Matplotlib & Pandas – Data Science Prerequisites: Packt
  • KI für alle: DeepLearning.AI
  • ESG Data & Accountability: Interactive Brokers
  • Risk Management and Financial Theory: Duke University

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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