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Feature Selection using Statistical Tests
Explore statistical tests in machine learning for feature selection, covering Z-test, T-test, correlation, ANOVA, and Chi-square.
Ashish 14 Oct, 2024
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Traversing the Trinity of Statistical Inference Part 2: Confidence Intervals
In this article, we’ll discuss the concept of confidence intervals. Before moving to the concept we will discuss some essential concepts
Naman 23 Jun, 2021
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Complete Guide to Moment Generating Functions in Statistics For Data Science
How to find Moment generating functions explained with its applications. In this article learn what is moment-generating function.
Aashi 11 Mar, 2024
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How to Learn Mathematics For Machine Learning?
Explore the correlation between mathematics and machine learning. Learn the fundamental math concepts & their applications in DS, ML, and AI.
Ananya Chakraborty 16 Jun, 2025
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Bayesian Decision Theory
Bayesian decision theory refers to the statistical approach based on tradeoff quantification among various classification decisions
Chirag Goyal 25 Feb, 2025
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Understand The Moment Generating Functions!
Moment generating functions are an alternative representation of the distribution of a random variable Like PDFs and CDFs. Learn what is MGF Now!
Naman 09 Nov, 2023
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Introduction to Order Statistics
Order statistics are a useful concept in statistical science. This is an introduction to order statistics and its distribution
Naman 20 May, 2021
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In-depth understanding of Confusion Matrix
Confusion Matrix is the visual representation of the Actual VS Predicted values. Learn what is confusion matrix and Explore the world of Confusion Matrix!
Deepanshi 21 Nov, 2023
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Estimators – An Introduction to Beginners in Data Science
Estimators are functions of random variables that can help us find approximate values for these parameters that data scientists must know
Naman 01 Jul, 2021
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Understanding Random Variable in Statistics
Explore random variables, their types (discrete, continuous, mixed), probability distributions, cumulative distribution functions.
Naman 16 Jul, 2024
