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Data Normalization | Why Scaling Your Data Matters in Machine Learning | Deep Learning 5
Ever wondered why we scale our data before training a machine learning model?
In this video, we’ll break down the concepts of Normalization and Standardization in a simple, visual way. You’ll see how scaling affects the shape of your data, how it changes optimization behavior, and why it can drastically improve model performance — especially for algorithms like gradient descent.
📚 Welcome to the Channel!
If you're passionate about learning complex concepts in the simplest way possible, you're in the right place. I create visual explanations using animations to make topics more intuitive and engaging—especially in Algorithms, AI, machine learning, and beyond.
🎥 Animations created using Manim:
Manim is an open-source Python library for creating mathematical animations. Learn more or try it yourself:
🔗 https://www.manim.community
Let's Connect:-
GitHub:- https://github.com/ByteQuest0
Reddit:- https://www.reddit.com/r/ByteQuest/
Видео Data Normalization | Why Scaling Your Data Matters in Machine Learning | Deep Learning 5 канала ByteQuest
In this video, we’ll break down the concepts of Normalization and Standardization in a simple, visual way. You’ll see how scaling affects the shape of your data, how it changes optimization behavior, and why it can drastically improve model performance — especially for algorithms like gradient descent.
📚 Welcome to the Channel!
If you're passionate about learning complex concepts in the simplest way possible, you're in the right place. I create visual explanations using animations to make topics more intuitive and engaging—especially in Algorithms, AI, machine learning, and beyond.
🎥 Animations created using Manim:
Manim is an open-source Python library for creating mathematical animations. Learn more or try it yourself:
🔗 https://www.manim.community
Let's Connect:-
GitHub:- https://github.com/ByteQuest0
Reddit:- https://www.reddit.com/r/ByteQuest/
Видео Data Normalization | Why Scaling Your Data Matters in Machine Learning | Deep Learning 5 канала ByteQuest
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20 октября 2025 г. 11:14:45
00:04:46
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