Probability Distribution Models
Mastering the Language of Data: From Distributions to Predictive Models
4.58 (6 reviews)
3 497
students
3 hours
content
Jun 2024
last update
$54.99
regular price
What you will learn
Identify various data distributions by examining the shape, center, and spread of datasets in real-world scenarios.
Explain the significance of different data shapes, including symmetric, skewed, and bimodal distributions, in various contexts.
Classify different types of distributions such as Uniform, Poisson, Exponential, and Binomial through theoretical understanding and practical examples.
Analyze datasets to determine the appropriate mathematical models and describe their underlying patterns and behaviors.
Compare the characteristics of different data distributions and their implications in quantitative analysis.
Apply mathematical models to perform quantitative analysis, make predictions, and understand phenomena governing data in real-life situations.
Evaluate the accuracy and relevance of different statistical models in the context of real-world applications, such as predicting sales outcomes or analyzing tr
Create visual and verbal presentations of data analysis results, demonstrating a thorough understanding of data shapes and mathematical models.
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6049895
udemy ID
30/06/2024
course created date
16/10/2024
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