Probability & Statistics
Showing 49–60 of 60 results
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PurdueX: Probability: Basic Concepts & Discrete Random Variables
Learn fundamental concepts of mathematical probability to prepare for a career in the growing field of information and data science.
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PurdueX: Probability: Distribution Models & Continuous Random Variables
Learn about probability distribution models, including normal distribution, and continuous random variables to prepare for a career in information and data science.
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Sampling in R
Master sampling to get more accurate statistics with less data.
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Statistical Simulation in Python
Learn to solve increasingly complex problems using simulations to generate and analyze data.
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Statistical Thinking in Python (Part 1)
Build the foundation you need to think statistically and to speak the language of your data.
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Statistical Thinking in Python (Part 2)
Learn to perform the two key tasks in statistical inference: parameter estimation and hypothesis testing.
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Statistics
Delve into statistical theory and its applications in data analysis and research methodologies.
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Statistics 101
Master the fundamentals of statistics with Statistics 101. Learn key concepts like probability, hypothesis testing, and statistical inference, and apply them to real-world data analysis and decision-making scenarios in various industries.
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Structural Equation Modeling with lavaan in R
Learn how to create and assess measurement models used to confirm the structure of a scale or questionnaire.
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Survival Analysis in Python
Use survival analysis to work with time-to-event data and predict survival time.
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Survival Analysis in R
Learn to work with time-to-event data. The event may be death or finding a job after unemployment. Learn to estimate, visualize, and interpret survival models!
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Time Series Analysis in R
Learn the core techniques necessary to extract meaningful insights from time series data.