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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 2025)
Learn how to use data augmentation, resampling techniques, & cost-sensitive learning for solving class imbalance in machine learning.
Himanshi Singh 01 May, 2025
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Real-World Machine Learning Case Study: Clustering Transactions Based on Text Descriptions
Machine learning in finance is a big thing these days. Here’s a real world machine learning case study of using clustering on financial transactions.
Guest Blog 12 Jul, 2020
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4 Simple Ways to Split a Decision Tree in Machine Learning (Updated 2025)
Learn the different ways to split a decision tree in machine learning: Information Gain, Gini Impurity, Reduction in Variance & Chi-Square.
Abhishek Sharma 04 Apr, 2025
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22 Widely Used Data Science and Machine Learning Tools in 2020
Which tools for data science to choose for your career? Here’s a comprehensive list of 20 plus data science tools and machine learning tools you should know
Ram Dewani 12 Jul, 2020
