Machine Learning
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Real Machine Learning — simple, practical, and built on experience.
Learn step by step with clear explanations and working code.

Admin: @HusseinSheikho || @Hussein_Sheikho
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📚 Machine Learning in Microservices (2023)

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💬 Tags: #ML #Microservices

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𝗦𝘆𝘀𝘁𝗲𝗺_𝗗𝗲𝘀𝗶𝗴𝗻_𝗥𝗼𝗮𝗱𝗺𝗮𝗽_𝗳𝗼𝗿_𝗠𝗔𝗔𝗡𝗚_&_𝗕𝗲𝘆𝗼𝗻𝗱.pdf
12.5 MB
𝗦𝘆𝘀𝘁𝗲𝗺 𝗗𝗲𝘀𝗶𝗴𝗻 𝗥𝗼𝗮𝗱𝗺𝗮𝗽 𝗳𝗼𝗿 𝗠𝗔𝗔𝗡𝗚 & 𝗕𝗲𝘆𝗼𝗻𝗱 🚀
If you're targeting top product companies or leveling up your backend/system design skills, this is for you.

System Design is no longer optional in tech interviews. It’s a must-have.
From Netflix, Amazon, Uber, YouTube, Reddit, Inc., to Twitter, these case studies and topic breakdowns will help you build real-world architectural thinking.

📌 Save this post. Spend 40 mins/day. Stay consistent.


➊ 𝗠𝘂𝘀𝘁-𝗞𝗻𝗼𝘄 𝗖𝗼𝗿𝗲 𝗖𝗼𝗻𝗰𝗲𝗽𝘁𝘀

👉 System Design Basics
🔗 https://bit.ly/3SuUR0Y)

👉 Horizontal & Vertical Scaling
🔗 https://bit.ly/3slq5xh)

👉 Load Balancing & Message Queues
🔗 https://bit.ly/3sp0FP4)

👉 HLD vs LLD, Hashing, Monolith vs Microservices
🔗 https://bit.ly/3DnEfEm)

👉 Caching, Indexing, Proxies
🔗 https://bit.ly/3SvyVDc)

👉 Networking, CDN, How Browsers Work
🔗 https://bit.ly/3TOHQRb

👉 DB Sharding, CAP Theorem, Schema Design
🔗 https://bit.ly/3CZtfLN

👉 Concurrency, OOP, API Layering
🔗 https://bit.ly/3sqQrhj

👉 Estimation, Performance Optimization
🔗 https://bit.ly/3z9dSPN

👉 MapReduce, Design Patterns
🔗 https://bit.ly/3zcsfmv

👉 SQL vs NoSQL, Cloud Architecture
🔗 https://bit.ly/3z8Aa49)


➋ 𝗠𝗼𝘀𝘁 𝗔𝘀𝗸𝗲𝗱 𝗦𝘆𝘀𝘁𝗲𝗺 𝗗𝗲𝘀𝗶𝗴𝗻 𝗤𝘂𝗲𝘀𝘁𝗶𝗼𝗻𝘀

🔗 https://bit.ly/3Dp40Ux
🔗 https://bit.ly/3E9oH7K


➌ 𝗖𝗮𝘀𝗲 𝗦𝘁𝘂𝗱𝘆 𝗗𝗲𝗲𝗽 𝗗𝗶𝘃𝗲𝘀 (𝗣𝗿𝗮𝗰𝘁𝗶𝗰𝗲 𝗧𝗵𝗲𝘀𝗲!)

👉 Design Netflix
🔗 https://bit.ly/3GrAUG1

👉 Design Reddit
🔗 https://bit.ly/3OgGJrL

👉 Design Messenger
🔗 https://bit.ly/3DoAAXi

👉 Design Instagram
🔗 https://bit.ly/3BFeHlh

👉 Design Dropbox
🔗 https://bit.ly/3SnhncU

👉 Design YouTube
🔗 https://bit.ly/3dFyvvy

👉 Design Tinder
🔗 https://bit.ly/3Mcyj3X

👉 Design Yelp
🔗 https://bit.ly/3E7IgO5

👉 Design WhatsApp
🔗 https://bit.ly/3M2GOhP

👉 Design URL Shortener
🔗 https://bit.ly/3xP078x

👉 Design Amazon Prime Video
🔗https://bit.ly/3hVpWP4

👉 Design Twitter
🔗 https://bit.ly/3qIG9Ih

👉 Design Uber
🔗 https://bit.ly/3fyvnlT

👉 Design TikTok
🔗 https://bit.ly/3UUlKxP

👉 Design Facebook Newsfeed
🔗 https://bit.ly/3RldaW7

👉 Design Web Crawler
🔗 https://bit.ly/3DPZTBB

👉 Design API Rate Limiter
🔗 https://bit.ly/3BIVuh7


➍ 𝗙𝗶𝗻𝗮𝗹 𝗦𝘆𝘀𝘁𝗲𝗺 𝗗𝗲𝘀𝗶𝗴𝗻 𝗥𝗲𝘀𝗼𝘂𝗿𝗰𝗲𝘀

👉 All Solved Case Studies
🔗 https://bit.ly/3dCG1rc

👉 Design Terms & Terminology
🔗 https://bit.ly/3Om9d3H

👉 Complete Basics Series
🔗https://bit.ly/3rG1cfr

#SystemDesign #TechInterviews #MAANGPrep #BackendEngineering #ScalableSystems #HLD #LLD #SoftwareArchitecture #DesignCaseStudies #CloudArchitecture #DataEngineering #DesignPatterns #LoadBalancing #Microservices #DistributedSystems


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🔥 Trending Repository: nats-server

📝 Description: High-Performance server for NATS.io, the cloud and edge native messaging system.

🔗 Repository URL: https://github.com/nats-io/nats-server

🌐 Website: https://nats.io

📖 Readme: https://github.com/nats-io/nats-server#readme

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💻 Programming Languages: Go

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🧠 By: https://t.me/DataScienceM