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"

  • DeepLearning.AI

    Skills you'll gain: Descriptive Statistics, Bayesian Statistics, Statistical Hypothesis Testing, Probability & Statistics, Sampling (Statistics), Statistical Methods, Probability Distribution, Probability, Statistical Inference, Statistics, A/B Testing, Statistical Analysis, Exploratory Data Analysis, Statistical Visualization

    4.6 stars, 701 reviews, Intermediate, Course, 1 - 4 Weeks

  • 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, 921 reviews, Advanced, Course, 1 - 3 Months

  • IBM

    Skills you'll gain: Descriptive Statistics, Data Visualization, Statistical Analysis, Data Presentation, Data Analysis, Probability Distribution, Statistics, Statistical Methods, Statistical Hypothesis Testing, Data Science, Statistical Programming, Data Visualization Software, Probability & Statistics, Jupyter, Regression Analysis, Statistical Modeling, Descriptive Analytics, Statistical Inference, Correlation Analysis, Probability

    4.5 stars, 470 reviews, Mixed, Course, 1 - 3 Months

  • Packt

    Skills you'll gain: Python Programming, Algorithms, Computer Programming, Theoretical Computer Science, Linear Algebra, Mathematics and Mathematical Modeling, Computer Science, Algebra, Object Oriented Programming (OOP), IBM Cloud, Scripting, Probability, Artificial Intelligence and Machine Learning (AI/ML), Data Processing, Mathematical Modeling, Data Structures, Data Manipulation, Probability & Statistics, Applied Mathematics, Software Installation

    4.4 stars, 105 reviews, Beginner, Specialization, 3 - 6 Months

  • EDUCBA

    Skills you'll gain: Enterprise Risk Management (ERM), Derivatives, Risk Modeling, Risk Management Framework, Portfolio Risk, Financial Market, Credit Risk, Risk Analysis, Financial Trading, Operational Risk, Statistical Modeling, Risk Management, Financial Modeling, Market Liquidity, Correlation Analysis, Statistical Methods, Probability & Statistics, Market Dynamics, Risk Mitigation, Statistical Analysis

    Beginner · Specialization · 3 - 6 Months

  • American Psychological Association

    Skills you'll gain: Sample Size Determination, Statistical Hypothesis Testing, Probability & Statistics, Statistical Methods, Probability Distribution, Statistical Reporting, Statistical Analysis, Quantitative Research, Statistical Software, Correlation Analysis, Statistical Inference, Statistics, Sampling (Statistics), Data Analysis, Analysis, Probability, Analytical Skills, Regression Analysis, Psychology, Research

    4.6 stars, 10 reviews, Beginner, Specialization, 3 - 6 Months

  • Board Infinity

    From the course: Prepare for CFA Level 1: Quantitative Methods and Returns·Lesson: Probability Trees and Conditional Expectations

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    42 views

    Micro Lesson · 15 minutes

  • Simplilearn

    From the course: Lean Six Sigma Green Belt Training·Lesson: Probability and Statistics

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    739 views

    Micro Lesson · 6 minutes

  • University of Colorado Boulder

    From the course: Discrete-Time Markov Chains and Monte Carlo Methods·Lesson: Conditional Probability for Events and Random Variables

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    1.1k views

    Micro Lesson · 12 minutes

  • SAS

    Skills you'll gain: Logistic Regression, SAS (Software), Statistical Hypothesis Testing, Statistical Software, Statistical Analysis, Predictive Modeling, Statistical Programming, Statistical Modeling, Statistical Methods, Regression Analysis, Statistical Inference, Probability & Statistics

    4.7 stars, 301 reviews, Intermediate, Course, 1 - 3 Months

  • Coursera

    Skills you'll gain: Correlation Analysis, Probability & Statistics, Statistical Methods, Statistics, Statistical Analysis, Data Analysis, Sampling (Statistics), Data Science, Probability Distribution, Descriptive Statistics, Statistical Inference

    4 stars, 44 reviews, Beginner, Guided Project, Less Than 2 Hours

  • Packt

    From the course: Deep Learning - Crash Course 2023·Lesson: Basic Probability

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    19 views

    Micro Lesson · 8 minutes