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K-Means Clustering Algorithm
The ultimate guide to K-means clustering algorithm - definition, concepts, methods, applications, and challenges, along with Python code.
Pulkit Sharma 03 Dec, 2025
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Top 7 Loss Functions to Evaluate Regression Models
Understand loss functions to optimize your machine learning models. Learn how to use different types of loss functions in your own ML models.
khyati 15 Oct, 2024
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12 Important Model Evaluation Metrics for Machine Learning Everyone Should Know (Updated 2026)
Explore essential evaluation metrics in machine learning. Understand predictive models and learn to implement metrics for optimal performance!
Tavish Srivastava 26 Dec, 2025
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Master Dimensionality Reduction with these 5 Must-Know Applications of Singular Value Decomposition (SVD) in Data Science
Singular Value Decomposition (SVD) is a common dimensionality reduction technique in data science. Read about the common application of SVD is data science.
khyati 17 Oct, 2024
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7 Innovative Machine Learning GitHub Projects you Should Try Out in Python
Machine learning projects in python with code github. Here are 7 machine learning GitHub projects to add to your data science skill set.
Pranav Dar 23 Apr, 2020
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Introduction to Bayesian Adjustment Rating: The Incredible Concept Behind Online Ratings!
Bayesian Adjusted Ratings power all the online ratings we see. From Amazon to Airbnb, these Bayesian Adjusted Ratings are a must-know concept.
amukhe 14 Jun, 2020
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10 Powerful Applications of Linear Algebra in Data Science (with Multiple Resources)
Applications of linear algebra in data science and machine learning. These applications of linear algebra will help you to boost your data science skills
khyati 23 Apr, 2020
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Heroes of Machine Learning – Top Experts and Researchers you should follow
Check out these 23 heroes of machine learning by Analytics Vidhya! From Andrew Ng to Peter Norvig, these machine learning experts are a must know.
Analytics Vidhya 19 Jul, 2019
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Popular Machine Learning Applications and Use Cases in our Daily Life
What are some common and popular machine learning use cases? Here's the ultimate list to check where machine learning is being used in our daily life!
Pranav Dar 19 Apr, 2023
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21 Must-Know Open Source Tools for Machine Learning you Probably Aren’t Using (but should!)
Machine learning tools for data scientists. Here are the 21 open source machine learning tools for five machine learning aspects.
Mohd Sanad Zaki Rizvi 23 Apr, 2020
