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Beginners Guide to Artificial Neural Network
Artificial Neural Network is a set of algorithms. This article is a beginners guide to learn about the basics of ANN and its working
Deepanshi 31 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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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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How to Initialize Weights in Neural Networks?
Learn effective techniques for initializing weights in neural networks to optimize model performance and convergence.
Chirag Goyal 15 Feb, 2024
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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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Create a Dummy Stock Market Using Geometric Brownian Motion in Python
Create a replica of a financial stock market or this can be extended to the cryptocurrency market also using Geometric Brownian Motion
Arnab M 28 Oct, 2024
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Elementary Guide To Confusion Matrix
Let's understand how a confusion matrix works and how it looks with the help of an example that I will be referring to throughout the article.
Khyati 03 May, 2021
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Simpler Implementation for Advanced Optimization Algorithms
Learn how to make a simpler implementation for advanced optimization algorithms in machine learning.
Saumya 30 Apr, 2021
