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    • Statistical Inference

    Statistical Inference Courses Online

    Study statistical inference for drawing conclusions from data. Learn about estimation, hypothesis testing, and confidence intervals.

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    Explore the Statistical Inference Course Catalog

    • G

      Google Cloud

      Machine Learning in the Enterprise - Français

      Skills you'll gain: MLOps (Machine Learning Operations), Data Management, Google Cloud Platform, Data Governance, Workflow Management, Data Pipelines, Applied Machine Learning, Predictive Modeling, Machine Learning, Performance Tuning, Continuous Monitoring

      Intermediate · Course · 1 - 3 Months

    • A

      American Psychological Association

      Measures of Central Tendency

      Skills you'll gain: Descriptive Statistics, Probability & Statistics, Statistics, Statistical Analysis, Data Literacy, Statistical Visualization, Graphing, Analytical Skills, Arithmetic

      Beginner · Course · 1 - 3 Months

    • F

      Fundação Instituto de Administração

      Cadeia de Suprimentos na Nuvem

      Skills you'll gain: Supply Chain Management, Supply Chain Planning, Business Transformation, Business Strategies, Value Propositions, Digital Transformation, Cloud Applications, Business Modeling, Automation, Internet Of Things, Systems Integration, Machine Learning, Predictive Analytics

      Beginner · Course · 1 - 3 Months

    • C

      Corporate Finance Institute

      Classification - Fundamentals & Practical Applications

      Skills you'll gain: Machine Learning Algorithms, Predictive Modeling, Applied Machine Learning, Classification And Regression Tree (CART), Supervised Learning, Data Modeling, Analytics, Data Analysis, Feature Engineering, Regression Analysis, Machine Learning, Scikit Learn (Machine Learning Library), Performance Metric, Exploratory Data Analysis

      Advanced · Course · 1 - 3 Months

    • Status: New
      New
      G

      Google Cloud

      Üretken Yapay Zeka’ya Giriş

      Skills you'll gain: Prompt Engineering, Large Language Modeling, Generative AI, Data Ethics, Artificial Intelligence, Business Ethics, Data Strategy, Compliance Training, Business Priorities, Accountability, Organizational Strategy, Regulatory Compliance, Governance, Google Cloud Platform, Ethical Standards And Conduct, Artificial Intelligence and Machine Learning (AI/ML), Operational Risk, Performance Tuning, Machine Learning Methods, Machine Learning

      Intermediate · Specialization · 1 - 3 Months

    • P

      Packt

      Financial Analysis - Build a ChatGPT Pairs Trading Bot

      Skills you'll gain: Technical Analysis, Financial Trading, Prompt Engineering, ChatGPT, Development Environment, Machine Learning, Financial Forecasting, Financial Analysis, Tensorflow, Artificial Intelligence, Statistical Analysis, Benchmarking, Portfolio Management, Real Time Data, NumPy

      Intermediate · Course · 1 - 3 Months

    • Status: Free
      Free
      G

      Google Cloud

      Introduction to Responsible AI - בעברית

      Skills you'll gain: Data Ethics, Machine Learning, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Google Cloud Platform

      Beginner · Course · 1 - 4 Weeks

    • Status: Free
      Free
      J

      Johns Hopkins University

      Exploring Algorithmic Bias as a Policy Issue: A Teach-Out

      Skills you'll gain: Algorithms, Policy Analysis, Social Justice, Public Policies, Artificial Intelligence, Data Ethics, Diversity Equity and Inclusion Initiatives, Machine Learning, Mitigation

      Mixed · Course · 1 - 3 Months

    • Status: New
      New
      U

      Universidades Anáhuac

      Impacto de la IA en la Innovación de Negocios

      Skills you'll gain: Innovation, Artificial Intelligence, Business Transformation, Digital Transformation, Emerging Technologies, New Product Development, Entrepreneurship, Business Modeling, Business Technologies, Technology Strategies, Algorithms, Lean Methodologies, Big Data, Machine Learning

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      N

      Northeastern University

      Foundations of Statistical Learning & Algorithms

      Skills you'll gain: Linear Algebra, Statistical Machine Learning, Statistical Modeling, Probability, Statistical Methods, Bayesian Statistics, Probability Distribution, Mathematical Modeling, Machine Learning, Applied Mathematics, Statistical Inference, Algebra

      Mixed · Course · 1 - 4 Weeks

    • P

      Packt

      Regression Analysis for Statistics & Machine Learning in R

      Skills you'll gain: Regression Analysis, Data Cleansing, R Programming, Data Manipulation, Statistical Analysis, Classification And Regression Tree (CART), Random Forest Algorithm, Data Transformation, Statistical Modeling, Exploratory Data Analysis, Feature Engineering, Predictive Modeling, Dimensionality Reduction, Machine Learning

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      N

      Northeastern University

      Generative AI: Foundations and Concepts

      Skills you'll gain: Generative AI, Artificial Neural Networks, Deep Learning, Bayesian Network, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), Mathematical Modeling, Computer Vision, Applied Mathematics, Machine Learning, Network Architecture, Probability & Statistics

      Intermediate · Course · 1 - 4 Weeks

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

    • Machine Learning in the Enterprise - Français: Google Cloud
    • Measures of Central Tendency: American Psychological Association
    • Cadeia de Suprimentos na Nuvem: Fundação Instituto de Administração
    • Classification - Fundamentals & Practical Applications: Corporate Finance Institute
    • Üretken Yapay Zeka’ya Giriş: Google Cloud
    • Financial Analysis - Build a ChatGPT Pairs Trading Bot: Packt
    • Introduction to Responsible AI - בעברית: Google Cloud
    • Exploring Algorithmic Bias as a Policy Issue: A Teach-Out: Johns Hopkins University
    • Impacto de la IA en la Innovación de Negocios: Universidades Anáhuac
    • Foundations of Statistical Learning & Algorithms: Northeastern 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)

    Frequently Asked Questions about Statistical Inference

    Statistical inference is the process whereby you can draw conclusions about a population based on random samples of that population and the statistics that you draw from those samples. When you rely on statistical inference, you take what you've observed about your samples of that population and apply them to the group as a whole. Applying statistical inference allows you to take what you know about the population as well as what's uncertain to make statements about the entire population based on your analysis.‎

    If you want to learn about a certain population—whether they're customers or fellow employees—you can use statistical inference to draw conclusions about that population based on your analysis of data about them. You can't always survey or test an entire population to gain insight, but you can sample the population and make educated assumptions based on the data. Understanding statistical inference allows you to take that data and use it to draw conclusions that make sense and prove true.‎

    Statistical inference has plenty of benefits for different business sectors. Statisticians and data analysts use this method often to draw conclusions based on samples of populations. If you're in sales or product development, you can use statistical inference to determine which brands or products are popular with your customers or clients. Scientists use statistical inference to test hypotheses and draw conclusions when it's impossible for them to test or sample an entire population. You can apply statistical inference to analyze the data from surveys of any population that you sample.‎

    Online courses on Coursera give you both a grasp of the concepts of statistical inference and practical applications. You'll learn from the best instructors in the academic world, and you can learn at a pace and schedule that best suits your schedule and lifestyle. When you finish our courses, you'll know how to use statistical inference in your career, which will give you an advantage whether you're trying to get better at your current job or whether you're looking to make a career change.‎

    Online Statistical Inference courses offer a convenient and flexible way to enhance your knowledge or learn new Statistical Inference skills. Choose from a wide range of Statistical Inference courses offered by top universities and industry leaders tailored to various skill levels.‎

    When looking to enhance your workforce's skills in Statistical Inference, it's crucial to select a course that aligns with their current abilities and learning objectives. Our Skills Dashboard is an invaluable tool for identifying skill gaps and choosing the most appropriate course for effective upskilling. For a comprehensive understanding of how our courses can benefit your employees, explore the enterprise solutions we offer. Discover more about our tailored programs at Coursera for Business here.‎

    This FAQ content has been made available for informational purposes only. Learners are advised to conduct additional research to ensure that courses and other credentials pursued meet their personal, professional, and financial goals.

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