Artificial Intelligence

How to Calculate Variance for a Given Distribution

Artificial Intelligence, Data Handling, Machine Learning, Probability and Statistics /

How to Calculate Variance for a Given Distribution Introduction: In this post, we will explore the step-by-step process of calculating the variance and standard deviation for a given frequency distribution. Understanding these concepts is crucial for analyzing data variability and distribution spread. Example: Given the following frequency distribution, we will calculate both the variance and […]

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Understanding Variance: A Practical Example

Artificial Intelligence, Probability and Statistics /

Understanding Variance: A Practical Example In our recent Data Science and AI lecture, we explored the concept of variance—a crucial measure in statistics that indicates how spread out a set of data points is around their mean. Today, we’ll dive into a practical example involving a batsman’s scores over ten matches. The Problem Let’s consider

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Artificial Intelligence

How The Word Artificial Intelligence was Coined?

Artificial Intelligence, Robotics /

Definition of Artificial Intelligence,  Niti Aayog, India “AI refers to the ability of machines to perform cognitive tasks like thinking, perceiving, learning, problem solving and decision making. Initially conceived as a technology that could mimic human intelligence, AI has evolved in ways that far exceed its original conception. With incredible advances made in data collection,

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