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Precision and Recall in Machine Learning
Precision vs recall are two crucial topics in machine learning. Learn everything about precision and recall in machine learning. Start exploring Now!
Purva Huilgol 07 Apr, 2025
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The Lifecycle to Build a Web Application for Prediction from Scratch
Data Science project consists of 7 steps. This article goes through this lifecycle to build a web application for heart disease classification
Guest Blog 24 Oct, 2024
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Plotting Decision Surface for Classification Machine Learning Algorithms
A Decision Surface could be a powerful tool to visualize and understand how a model arrives at its predictions. We will plot decision surface
Guest Blog 09 Nov, 2020
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What are Categorical Data Encoding Methods | Binary Encoding
Learn what is categorical data and various categorical data encoding methods such as binary encoding, dummy, target encoding etc.
Shipra Saxena 01 May, 2025
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Bias and Variance in Machine Learning – A Fantastic Guide for Beginners!
Learn how to evaluate your Machine Learning model, understand bias, variance, and the bias-variance tradeoff with a clear example. Essential steps included!
Purva Huilgol 07 Apr, 2025
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Building Sales Prediction Web Application using Machine Learning Dataset
Discover how to create a video game sales prediction using machine learning. Train a model and build a real-world application with Python.
Guest Blog 28 Feb, 2024
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Leveraging Machine Learning for Efficiency in Supply Chain Management
Understand use of Machine Learning in Supply Chain Management where you would like to predict the defective piece percentage in delivery from the supplier.
Guest Blog 30 Jul, 2020
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Feature Transformation and Scaling Techniques to Boost Your Model Performance
Feature Scaling and transformation help in bringing the features to the same scale and change into normal distribution. Thus,
Purva Huilgol 20 Jun, 2024
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Understanding and coding Neural Networks From Scratch in Python and R
Neural Networks from scratch Python and R tutorial covering backpropagation, activation functions, and implementation from scratch.
Sunil Ray 10 Feb, 2025
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10 Techniques to Solve Imbalanced Classes in Machine Learning (Updated 2026)
Learn how to use data augmentation, resampling techniques, & cost-sensitive learning for solving class imbalance in machine learning.
Himanshi Singh 29 Dec, 2025
