I've done 40+ LLM courses. Most were a waste.
These 4 weren't:
Karpathy's Zero to Hero
How LLMs actually work. Build GPT from scratch. Non-negotiable foundation.
→ https://t.co/zYTiiKJHIg
OpenAI Cookbook
Production patterns. API best practices. Copy what ships.
→https://t.co/ypqRnNveXe
Hugging Face NLP Course
Transformers, fine-tuning, hands-on. Where theory meets code.
→ https://t.co/dHJadh8xRq
https://t.co/TFyYFfzFOG Short Courses
Bite-sized builds. Pick what you need, skip what you don't.
→ https://t.co/wYoF4XPITc
What I'd skip:
→ $2,000 bootcamps (same content, worse pacing)
→ 40-hour "comprehensive" courses (bloated with filler)
→ Anything that starts with "What is AI?" (you're past that)
→ YouTube rabbit holes (no structure, no accountability)
The pattern:
Foundation (Karpathy) → Patterns (OpenAI) → Depth (HuggingFace) → Application (https://t.co/TFyYFfzFOG)
That's the sequence. Everything else is noise.
Save for your next "where do I actually start with LLMs" spiral
Repost to save someone from another $2,000 bootcamp
If you want to become a better software engineer (in 2026),
read these 15 engineering blogs:
1. Uber Engineering
↳ https://t.co/KClBA7duej
2. Airbnb Tech Blog
↳ https://t.co/wxIgY9yEU5
3. Meta Engineering
↳ https://t.co/Gk1odu0G1G
4. AWS Architecture
↳ https://t.co/kvBAMbpyvr
5. Netflix TechBlog
↳ https://t.co/T3StVaZlCB
6. Discord Engineering
↳ https://t.co/ne9lNeUeMX
7. Google Research
↳ https://t.co/UUM2DzSKQR
8. NVIDIA Developer
↳ https://t.co/i9y3zNuNyC
9. Slack Engineering
↳ https://t.co/qT1O4xxSoc
10. Cloudflare Blog
↳ https://t.co/oSp5ALRFPT
11. Figma Tech Blog
↳ https://t.co/SEIJxVTINV
12. Shopify Engineering
↳ https://t.co/KYNPechxOJ
13. Stripe Engineering
↳ https://t.co/w8c7fcJKgj
14. Microsoft Engineering
↳ https://t.co/zgLHpGKBRa
15. GitHub Engineering
↳ https://t.co/83WGnNkagK
Bonus (system design deep dives): Level Up Coding
↳ https://t.co/r3l7NXrMQv
What other blogs should be on this list?
--
👋 PS: Get our System Design Handbook FREE when you join our newsletter. Join 28,001+ engineers: https://t.co/sNAUnVI7bJ
--
🔖 Save for later.
♻️ Repost to help other engineers learn and grow.
➕ Follow Nikki Siapno + turn on notifications.
Day 19 Interview Prep
Studied general interview questions,Revised complete project flow (idea → development → deployment) Gained more clarity and confidence with every revision.
#60DaysOfGrowth#PlacementJourney#Projects#LearningInPublic
Day 12–18 | Project Completed
Built a tutorial-based project while handling multiple errors and deployment issues. but executed end-to-end independently
Each challenge teaches new things
Live - https://t.co/gSxlfNCcn6
#60DaysOfGrowth#PlacementJourney#Projects#LearningInPublic
Day 8 – DP on Subsequences 🚀
Solved count-based DP problems:
Count Subsets with Sum K, Count Partitions with Given Diff, and Max Dot Product of Two Subsequences.
Focused on transitions, base cases, and zero handling.
#60DaysOfGrowth#PlacementJourney#DSA#LearningInPublic
Day 7 Plan – DP on Subsequences 🔥
Subset Sum Equal to Target
Partition Equal Subset Sum
Maximum Product of Splitted Binary Tree
Hard problems, but excited to break them down step by step
#60DaysOfGrowth#PlacementJourney#DSA#LearningInPublic
Day 4 of my 60-Day Placement Challenge
Still staying consistent.
Solved:
Ninja’s Training (DP)
Grid Unique Paths
Grid Unique Paths II
Four Divisors
Learning DP step by step.
Progress > perfection.
#60DaysOfGrowth#DSA#PlacementJourney#LearningInPublic