feature engineering | Transcendent AI

Oct 228 min read

Transforming Continuous Data: Mastering Discretization Techniques for Superior Data Analysis

Discretization transforms continuous data into categories for better analysis. Explore key techniques for both unsupervised and supervised m

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Sep 178 min read

The Power of Scaling Techniques for Optimal Model Performance

Discover how scaling techniques in machine learning can boost model performance, ensure faster training, and enhance prediction accuracy.

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Sep 1011 min read

Handling missing data

Effectively handling missing data with univariate and multivariate imputation ensures reliable analysis and accurate machine learning models

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Jun 2212 min read

Dimensionality Reduction: Non-linear methods

Explore the depths of non-linear dimensionality reduction methods! Unravel complex data structures and enhance your analytics.

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Jun 1410 min read

Dimensionality Reduction: Linear methods

In this article, we explored PCA and SVD, the two most used linear dimensionality reduction techniques.

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