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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
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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 2026)
Learn the different ways to split a decision tree in machine learning: Information Gain, Gini Impurity, Reduction in Variance & Chi-Square.
Abhishek Sharma 26 Dec, 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
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3 Building Blocks of Machine Learning you Should Know as a Data Scientist
Discover 3 machine learning building blocks. Learn about ML components to build AI system. These components are key to implementing AI.
Pranav Dar 27 Jun, 2023
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New to Kaggle? Here’s How you can Get Started with Kaggle Competitions
New to Kaggle and don't know how to start? Get started with Kaggle competitions with this article to know how to make your first Kaggle submission
Aniruddha Bhandari 27 Oct, 2024
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Predictive Modeling in Excel – How to Create a Linear Regression Model from Scratch
Learn how to perform predictive modeling in Excel by creating a linear regression model. Follow our guide to analyze and improve your results.
Ram Dewani 11 Nov, 2024
