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33 posts that'll teach you 33 system design concepts:

1 Idempotent API:

https://newsletter.systemdesign.one/p/idempotent-api

2 Saga Design Pattern:

https://newsletter.systemdesign.one/p/saga-design-pattern

3 Redis Use Cases:

https://newsletter.systemdesign.one/p/redis-use-cases

4 Actor Model:

https://newsletter.systemdesign.one/p/actor-model

5 How Timsort Algorithm Works:

https://newsletter.systemdesign.one/p/timsort-algorithm

6 How Databases Keep Passwords Securely:

https://newsletter.systemdesign.one/p/how-to-store-passwords-in-database

7 How to Scale an App to 10 Million Users on AWS:

https://newsletter.systemdesign.one/p/aws-scale

8 How JWT Works:

https://newsletter.systemdesign.one/p/how-jwt-works

9 Cybersecurity 101:

https://newsletter.systemdesign.one/p/cybersecurity-fundamentals

19 Consistent Hashing:

https://systemdesign.one/consistent-hashing-explained/

11 Service Discovery:

https://systemdesign.one/what-is-service-discovery/

12 Monolith vs Microservices:

https://newsletter.systemdesign.one/p/prime-video-microservices

13 Microservices Lessons From Netflix:

https://newsletter.systemdesign.one/p/netflix-microservices

13 Web Request Path Explained:

https://systemdesign.one/what-happens-when-you-type-url-into-your-browser/

14 Caching Patterns:

https://newsletter.systemdesign.one/p/caching-patterns

15 Modular Monolith Architecture:

https://newsletter.systemdesign.one/p/modular-monolith

16 How Websockets Work:

https://newsletter.systemdesign.one/p/how-do-websockets-work

17 Bloom Filters:

https://systemdesign.one/bloom-filters-explained/

18 Protocol Buffers vs JSON:

https://newsletter.systemdesign.one/p/protocol-buffers-vs-json

19 How API Gateway Works:

https://newsletter.systemdesign.one/p/how-api-gateway-works

20 Deployment Patterns:

https://newsletter.systemdesign.one/p/deployment-patterns

21 Concurrency Is Not Parallelism:

https://newsletter.systemdesign.one/p/concurrency-is-not-parallelism

22 How Do Webhooks Work:

https://newsletter.systemdesign.one/p/how-do-webhooks-work

23 Frontend System Design 101:

https://newsletter.systemdesign.one/p/frontend-system-design

24 How Does HTTPS Work:

https://newsletter.systemdesign.one/p/how-does-https-work

25 API Design Best Practices:

https://newsletter.systemdesign.one/p/best-practices-for-api-design

26 How DNS Works:

https://newsletter.systemdesign.one/p/what-is-a-dns-server-and-how-does-it-work

27 System Design Concepts:

https://newsletter.systemdesign.one/p/11-system-design-concepts-explained

28 API Versioning - A Deep Dive:

https://newsletter.systemdesign.one/p/api-versioning

29 System Design Fundamentals:

https://newsletter.systemdesign.one/p/system-design-concepts

30 How RPC Actually Works:

https://newsletter.systemdesign.one/p/how-rpc-works

31 How Message Queues Work:

https://newsletter.systemdesign.one/p/what-is-a-message-queue

32 Distributed Systems 101:

https://newsletter.systemdesign.one/p/distributed-systems

33 System Design Core Concepts:

https://newsletter.systemdesign.one/p/system-design-core-concepts

What else should make this list?

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*Habits of Developers Who Grow Fast in Tech* 🚀👨‍💻

1️⃣ *Ask Why, Not Just How*
Understand concepts deeply instead of copying solutions.

2️⃣ *Break Down Problems*
Don’t panic—divide big problems into manageable chunks.

3️⃣ *Write Before You Code*
Plan your logic or pseudocode before diving in.

4️⃣ *Fail Fast, Fix Faster*
Make mistakes, learn quickly, and improve with each iteration.

5️⃣ *Stay Curious*
Try out new tools, languages, or frameworks—even outside your stack.

6️⃣ *Follow Best Practices*
Write DRY (Don’t Repeat Yourself), modular, and testable code.

7️⃣ *Learn How to Learn*
Adapt fast—documentation, official guides, and community help are your best friends.

8️⃣ *Read Tech Blogs & Docs*
Stay updated with trends, tips, and real-world use cases.

9️⃣ *Teach What You Know*
Create content, mentor juniors, or explain to peers—it boosts your own understanding.
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1. Foundations of Machine Learning
http://cs.nyu.edu/~mohri/mlbook/

2. Understanding Deep Learning
Link: http://udlbook.github.io/udlbook/

3. Algorithms for ML
Link: http://algorithmsbook.com

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http://andrew.cmu.edu/course/10-703/

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http://mlsysbook.ai/book/assets/do

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http://direct.mit.edu/books/oa-monog

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