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Gradient Descent From Scratch
In this article, we will explain what is Gradient descent from scratch, why it is important, and pick you up with simple math examples.
Raghav Agrawal 24 Oct, 2024
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Detailed Guide To Bayesian Decision Theory – Part 2
Now, in this article, we will be going through some of the advanced concepts for the Bayesian decision theory for data scientists
Chirag Goyal 25 May, 2021
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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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How to transform features into Normal/Gaussian Distribution
A normal (or Gaussian) distribution is a type of continuous probability distribution. Learn about transformation of normal distribution
Deepanshi 14 Oct, 2024
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Complete Guide to Regularization Techniques in Machine Learning
Regularization is one of the most important concepts of ML. Learn about the regularization techniques in ML and the difference between them
Chirag Goyal 27 May, 2021
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A Comprehensive Guide to Expectation-Maximization Algorithm
Unlock the full potential of the Expectation-Maximization Algorithm with this comprehensive guide. Learn its intricacies and applications.
Chirag Goyal 16 Oct, 2024
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4 Ways to Evaluate your Machine Learning Model: Cross-Validation Techniques (with Python code)
Cross-validation is a resampling technique. This article covers various cross-validation methods in machine learning to evaluate models.
Lakshana 12 Dec, 2024
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Guide on Outlier Detection Methods
Explore outliers in data with our guide on types, detection methods, and treatment techniques like trimming and capping. Learn more!
Chirag Goyal 23 Apr, 2025
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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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Five Number Summary for Analysis!
Five number summary is a part of descriptive statistics. Learn how to calculate 5 number summary and how it is used in interpretation of data
Deepanshi 21 Oct, 2024
