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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

    • Status: New
      New
      P

      Packt

      Cluster Analysis and Unsupervised Machine Learning in Python

      Skills you'll gain: Unsupervised Learning, Data Visualization, Applied Machine Learning, Machine Learning, Machine Learning Algorithms, Scikit Learn (Machine Learning Library), Exploratory Data Analysis, Data Science, Statistical Methods, Algorithms, NumPy, Python Programming

      Intermediate · Course · 1 - 3 Months

    • L

      LearnQuest

      인공 지능 데이터 공정성 및 편향

      Skills you'll gain: Data Ethics, Machine Learning, Game Theory, Algorithms, Ethical Standards And Conduct, Applied Machine Learning, Diversity Awareness, Artificial Intelligence, Predictive Modeling, Data Quality

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      P

      Packt

      AWS Visualization, Security, and Exam Preparation

      Skills you'll gain: AWS SageMaker, Dashboard, Data Visualization Software, Amazon CloudWatch, Amazon Redshift, AWS Kinesis, Amazon Web Services, Big Data, AWS Identity and Access Management (IAM), Amazon DynamoDB, Cloud Security, Amazon S3, Predictive Modeling, Encryption, Key Management, Machine Learning

      Advanced · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      P

      Packt

      Intermediate Data Manipulation and Machine Learning

      Skills you'll gain: Regression Analysis, Dimensionality Reduction, Reinforcement Learning, Artificial Intelligence, Data Mining, Machine Learning, Applied Machine Learning, Classification And Regression Tree (CART), Statistical Analysis, Predictive Modeling, Supervised Learning, Unsupervised Learning, Feature Engineering, Random Forest Algorithm, Data Manipulation

      Intermediate · Course · 3 - 6 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Essential Dashboarding & Storytelling Techniques

      Skills you'll gain: Dashboard, Tableau Software, Interactive Data Visualization, Data Storytelling, Data Visualization Software, Statistical Visualization, Histogram, Scatter Plots

      Intermediate · Course · 1 - 4 Weeks

    • G

      Google Cloud

      Build, Train and Deploy ML Models with Keras on Google Cloud - Português Brasileiro

      Skills you'll gain: Tensorflow, Data Pipelines, Keras (Neural Network Library), Google Cloud Platform, MLOps (Machine Learning Operations), Data Cleansing, Deep Learning, Application Deployment, Data Transformation, Artificial Neural Networks, Scalability, Machine Learning

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      C

      Clemson University

      Applied Data Science

      Skills you'll gain: Dimensionality Reduction, Data Cleansing, Matplotlib, Regression Analysis, Unsupervised Learning, Data Science, Statistical Analysis, Statistical Methods, Descriptive Statistics, Data Analysis, Data Visualization Software, Applied Machine Learning, Pandas (Python Package), Big Data, Data-Driven Decision-Making, Exploratory Data Analysis, Predictive Modeling, Machine Learning Algorithms, Machine Learning, Supervised Learning

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      C

      Coursera Instructor Network

      GenAI for AWS: AI-Driven Cloud Automation & Scaling

      Skills you'll gain: Cloud Computing Architecture, Generative AI, Amazon Web Services, Cloud Computing, Applied Machine Learning, Prompt Engineering, Cloud Security, Serverless Computing, Large Language Modeling, Automation, Artificial Intelligence, AWS Identity and Access Management (IAM), Performance Tuning, Scalability

      Intermediate · Course · 1 - 4 Weeks

    • G

      Google Cloud

      Attention Mechanism - Español

      Skills you'll gain: Applied Machine Learning, Artificial Neural Networks, Text Mining, Deep Learning, Machine Learning, Natural Language Processing

      Intermediate · Course · 1 - 4 Weeks

    • G

      Google Cloud

      Machine Learning in the Enterprise - Português Brasileiro

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

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      S

      Simplilearn

      Excel Data Analysis and DAX Essentials Course

      Skills you'll gain: Data Analysis Expressions (DAX), Microsoft Excel, Excel Formulas, Pivot Tables And Charts, Data Processing, Data Presentation, Data Transformation, Data Analysis, Data Visualization, Barcoding, Microsoft PowerPoint, Productivity Software, Data Import/Export

      Beginner · Course · 1 - 4 Weeks

    • Status: Free
      Free
      O

      O.P. Jindal Global University

      Development Economics

      Skills you'll gain: Economic Development, Economics, Socioeconomics, International Relations, Social Sciences, Policty Analysis, Research, and Development, Human Development, World History, Growth Strategies, Demography

      Beginner · Course · 1 - 3 Months

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    1…141142143…153

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

    • Cluster Analysis and Unsupervised Machine Learning in Python: Packt
    • 인공 지능 데이터 공정성 및 편향: LearnQuest
    • AWS Visualization, Security, and Exam Preparation: Packt
    • Intermediate Data Manipulation and Machine Learning: Packt
    • Essential Dashboarding & Storytelling Techniques: University of Colorado Boulder
    • Build, Train and Deploy ML Models with Keras on Google Cloud - Português Brasileiro: Google Cloud
    • Applied Data Science: Clemson University
    • GenAI for AWS: AI-Driven Cloud Automation & Scaling: Coursera Instructor Network
    • Attention Mechanism - Español: Google Cloud
    • Machine Learning in the Enterprise - Português Brasileiro: Google Cloud

    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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