Probability & Statistics

Probability and Statistics is a branch of mathematics dealing with the analysis of random phenomena. Coursera's Probability & Statistics skill catalogue teaches you to understand, analyze, and interpret data, patterns, and statistical relationships. You'll learn key concepts such as mean, median, mode, variance, standard deviation, correlation, regression, probability distributions, and hypothesis testing. You will also explore more complex concepts like Bayesian inference, predictive modeling, and machine learning. These skills are crucial for a broad range of fields including data science, economics, engineering, and social sciences.

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Results for "Probability & Statistics"

  • Google

    Skills you'll gain: A/B Testing, Sampling (Statistics), Data Analysis, Analytics, Statistics, Descriptive Statistics, Statistical Analysis, Statistical Hypothesis Testing, Probability & Statistics, Advanced Analytics, Probability Distribution, Data Science, Statistical Inference, Statistical Programming, Statistical Methods, Probability, Python Programming

    4.8 stars, 920 reviews, Advanced, Course, 1 - 3 Months

  • Google

    Skills you'll gain: Interactive Data Visualization, Statistics, Descriptive Statistics, Logistic Regression, Decision Tree Learning, Advanced Analytics, Probability & Statistics, Probability Distribution, Statistical Inference, Applied Machine Learning, Data-Driven Decision-Making, Supervised Learning, Workflow Management, Statistical Methods, Statistical Modeling, Data Cleansing, Data Structures, Interviewing Skills, NumPy, Professional Development

    4.8 stars, 13K reviews, Advanced, Professional Certificate, 3 - 6 Months

  • Google

    From the course: The Power of Statistics·Lesson: Basic concepts of probability

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    49k views

    Micro Lesson · 5 minutes

  • Google

    From the course: The Power of Statistics·Lesson: Get started with the course

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    100k views

    Micro Lesson · 3 minutes

  • Google

    From the course: The Power of Statistics·Lesson: Conditional probability

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    51k views

    Micro Lesson · 5 minutes

  • Google

    From the course: The Power of Statistics

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    56k views

    Micro Lesson (3 videos) · 17 minutes

  • Google

    From the course: The Power of Statistics·Lesson: Descriptive statistics

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    49k views

    Micro Lesson · 2 minutes

  • Google

    From the course: The Power of Statistics·Lesson: Basic concepts of probability

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    56k views

    Micro Lesson · 5 minutes

  • Google

    From the course: The Power of Statistics·Lesson: Introduction to confidence intervals

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    43k views

    Micro Lesson · 3 minutes

  • Google

    From the course: The Power of Statistics

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    45k views

    Micro Lesson (6 videos) · 27 minutes

  • Google

    From the course: The Power of Statistics·Lesson: Introduction to sampling

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    44k views

    Micro Lesson · 2 minutes

  • Google

    From the course: The Power of Statistics·Lesson: Hypothesis testing

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    42k views

    Micro Lesson · 11 minutes