The Unsung Power of Feature Engineering in AI
1:59
YouTubeHossam Magdy Balaha
The Unsung Power of Feature Engineering in AI
Discover why advanced feature engineering, not just complex models, drives major breakthroughs in machine learning, especially with tabular data. Learn about hidden depths like creating temporal context features and interaction terms that unlock profound insights. This video reveals how injecting human intelligence into your data can lead to ...
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Entropy can be a useful measure in machine learning. Entropy and information gain is used in building decision trees. I have also seen entropy used in feature engineering. Here is a short conceptual understanding for entropy. This video is based on the excellent blog post on entropy (that also provides the math) Entropy: How Decision Trees Make Decisions by Sam T: https://towardsdatascience.com/entropy-how-decision-trees-make-decisions-2946b9c18c8 Background Photo: Hans-Peter Gauster https://uns
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