DesignUrThought - Invidious

DesignUrThought

Welcome to @designUrThought channel. Basic components of programming, artificial intelligence and system design are shared here as short videos so that you may use the shorts as flashcards.

Dive into the fascinating world of programming with our engaging and educational videos designed to simplify complex concepts for both beginners and seasoned software engineers.

Whether you're just starting your journey in the world of system design or looking to enhance your expertise, our channel is ur go-to resource for in-depth explanations, practical examples, and insightful discussions that will take your understanding to the next level.

With our clear explanations and real-world applications, you'll gain the confidence and skills needed to tackle any system design challenge as we unravel the mysteries behind scalable architectures, distributed systems, design patterns, and so much more

Hit that subscribe button now to expand your knowledge and advance your career in software engineering.

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DesignUrThought

youtube.com/shorts/GYgYywK1Et...

4 months ago | [YT] | 1

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DesignUrThought

If you're new to machine learning or just confused about how to handle categorical data, this video will help you finally understand...

4 months ago | [YT] | 1

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DesignUrThought

Ever tried comparing a basketball to a watermelon...??

That’s what your machine learning model feels without feature scaling!

Imagine feeding your model age in years and net worth in millions.
One feature overpowers the other. The result? Terrible predictions.
No balance. No fairness.

Enter feature scaling — your model’s secret weapon.

A feature is a characteristic or attribute of your data
We can rescale all features to the same range — like 0 to 1 or -1 to 1
so every input gets equal importance.

Two common methods:
Standardization – centers data around zero
Normalization – compress values between 0 and 1

ML models like KNN and SVM demand feature scaling.

5 months ago | [YT] | 1

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DesignUrThought

How git commands work? #git ‪@designUrThought‬

5 months ago | [YT] | 2

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DesignUrThought

Are you struggling with a topic on Leetcode?

7 months ago | [YT] | 0

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DesignUrThought

CDN:
A Content Delivery Network (CDN) makes websites faster and more reliable by storing copies of content on servers around the world. When a user visits a site, the CDN delivers the content from the nearest server, reducing load times and strain on the main server. It also helps handle more traffic by spreading requests across multiple servers, preventing slowdowns or crashes during busy periods. If the main server goes down, the CDN can still show saved versions of the site, keeping it online. Additionally, CDNs protect against attacks like DDoS by blocking harmful traffic before it reaches the main server.
By delivering content closer to users, CDNs improve speed, security, and overall experience. Popular CDN providers include Cloudflare, AWS CloudFront, and Akamai.

For More details watch : https://www.youtube.com/watch?v=AAjKU...