There are 2 career paths in AI right now:
The API Caller: Knows how to use an API. (Low leverage, first to be automated, $150k salary).
The Architect: Knows how to build the API. (High leverage, builds the tools, $500k+ salary).
Bootcamps train you to be an API Caller. This free 17-video Stanford course trains you to be an Architect.
It's CS336: Language Modeling from Scratch.
The syllabus is pure signal, no noise:
➡️ Data Collection & Curation (Lec 13-14)
➡️ Building Transformers & MoE (Lec 3-4)
➡️ Making it fast (Lec 5-8: GPUs, Kernels, Parallelism)
➡️ Making it work (Lec 10: Inference)
➡️ Making it smart (Lec 15-17: Alignment & RL)
Choose your path.
(I will put the playlist in the comments.)
♻️ Repost to save someone $$$ and a lot of confusion.
✔️ You can follow @techNmak, for more insights.
اگر آپ پاکستان میں اپنا 1, ڈیڑھ لاکھ سے کوئی ہول سیل بزنس شروع کرنا چاہتے ہیں تو ایک چائنہ ہول سیل ویب سائٹ https://t.co/RLGB3k3LuA سے پروڈکٹ آرڈر کر سکتے ہیں،
یہ علی بابا کی چھوٹی آئٹم کیلئے پیور ہول سیل ویب سائٹ ہے، جس پر صرف مینوفیکچرر بیٹھے ہیں،
آپکو پیسوں میں اور روپوں میں جیولری, اسٹیشنری، انڈر گارمنٹس، شوز اور ہزاروں کیٹگریز مل جاتی ہیں،
جو آپکو پاکستان میں ڈور سٹیپ پر پہنچا دیتے ہیں،
پہلے ذرا اس کو سمجھیں، پھر دو چار ہزار روپے کا مال منگوا کر کوالٹی کی تسلی کریں، پھر انکے ساتھ پر��پر کام شروع کر دیں،
انکے ساتھ اپ صرف پاکستان میں ہی نہیں پوری دنیا میں کہی بھی بیٹھ کر بزنس کر سکتے ہیں،
یہ چائنہ زبان میں ہوتی ہے، آپ نے ونڈو پر ویب سائٹ کھول کر گوگل ٹرانسلیٹر سے زبان تبدیل کر لینی ہے۔۔۔
If you're new to Linux and don’t know where to start, this is for you.
After my last post, a lot of people asked me the best way to learn Linux.
Truth is, there’s no “best” way to learn anything. You learn by using it daily, breaking things, fixing them, and getting comfortable with it over time.
I’m also trying to level up my Linux skills, so I’ve decided to use Linux as much as possible moving forward.
Here are some free courses I’ll be taking to improve my Linux knowledge 👇🏾
https://t.co/x7WK4Tj6TT
Sites that pay you for chatting with lonely people.
1. Chat from Home
2. TranscribeMe
3. GoTranscript
4. SpeakWrite
5. 3Play Media
6. Scribie
7. Crowdsurf
8. eModerators
9. PeoplePerHour
10. Texting Factory
14 Problems = 14 Books
1. Atomic Habits - James Clear
Problem: You can't stay consistent.
2. Deep Work - Cal Newport
Problem: You can't focus without distraction.
3. Man's Search for Meaning - Viktor Frankl
Problem: You feel lost in life.
4. The Psychology of Money - Morgan Housel
Problem: You make emotional money decisions.
5. The Art of Reading People - Ashutosh Tiwari
Problem: You misjudge intentions and trust the wrong people.
6. Meditations - Marcus Aurelius
Problem: You react emotionally to life.
7. Get It Done Now! - Ashutosh
Tiwari
Problem: You procrastinate and delay important work.
8. The Mountain Is You - Brianna Wiest
Problem: You self-sabotage.
9. Essentialism - Greg McKeown
Problem: You're busy but not effective.
10. How to Win Friends & Influence People - Dale Carnegie
Problem: You struggle with people.
11. The Power of Now - Eckhart
Tolle
Problem: You overthink everything.
12. The Almanack of Naval Ravikant - Eric Jorgenson
Problem: You chase success without leverage.
13. Free To Lead - Wil Steel
Problem: You doubt yourself as a leader.
14. Can't Hurt Me - David Goggins
Problem: You quit when things get hard.
Study why selling to a woman is easier.
Study why big companies hire men with kids and in debt.
Study why the rich donate money to their local churches.
Study why celebrities are glorified and worshipped.
You'll understand how money moves, and you can;
1. Sell women Beauty
2. Sell men Lust
3. Sell parents Peace
4. Sell kids Dreams
5. Sell the rich Safety
6. Sell the broke Hope
7. Sell the old Youth
8. Sell the young Status
9. Sell the lonely Belonging
10. Sell the sick Miracles
11. Sell the healthy Fear
12. Sell the smart Shortcuts
13. Sell the dumb Validation
14. Sell the faithful Certainty
15. Sell the faithless Rebellion
16. Sell everyone Time
You can make so much money. Try either. You can’t go wrong.
Choose where money is.
If you want to learn CYBERSECURITY for FREE, this THREAD is for you.
Here are Loads of FREE RESOURCES (Courses, Certifications, Communities, Internship opportunities) to get you STARTED.
1. Cisco CCNA Cyber Ops Associate 200-201 - MEGA
https://t.co/cmKrVV7Io6
2. Cybersecurity FULLY LOADED by Simplilearn
https://t.co/H0p3DlAe6B
3. Cybersecurity FULL course by EDUREKA
https://t.co/f6Rds0YNRR
4. Awesome Cybersecurity University
https://t.co/gKw45P0UpQ
5. Cybersecurity books for beginners
https://t.co/LRsX7x5xKO
6. Cybersecurity Documents
https://t.co/G4KXTKA5xn
14 Problems = 14 Books
1. Atomic Habits - James Clear
Problem: You can't stay consistent.
2. Deep Work - Cal Newport
Problem: You can't focus without distraction.
3. Man's Search for Meaning - Viktor Frankl
Problem: You feel lost in life.
4. The Psychology of Money - Morgan Housel
Problem: You make emotional money decisions.
5. The Art of Reading People - Ashutosh Tiwari
Problem: You misjudge intentions and trust the wrong people.
6. Meditations - Marcus Aurelius
Problem: You react emotionally to life.
7. Get It Done Now! - Ashutosh
Tiwari
Problem: You procrastinate and delay important work.
8. The Mountain Is You - Brianna Wiest
Problem: You self-sabotage.
9. Essentialism - Greg McKeown
Problem: You're busy but not effective.
10. How to Win Friends & Influence People - Dale Carnegie
Problem: You struggle with people.
11. The Power of Now - Eckhart
Tolle
Problem: You overthink everything.
12. The Almanack of Naval Ravikant - Eric Jorgenson
Problem: You chase success without leverage.
13. Free To Lead - Wil Steel
Problem: You doubt yourself as a leader.
14. Can't Hurt Me - David Goggins
Problem: You quit when things get hard.
For people who keep asking what to build
- Build your own operating system
- Build your database
- Build your virtual machine
- Build your web server
- Build your own game engine
- Build your compiler
- Build your own programming language
- Build your own browser
- Build your own blockchain
- Build your own encryption algorithm
- Build your own CPU emulator
- Build your own file system
- Build your own container runtime
- Build your own package manager
- Build your own shell
- Build your own window manager
- Build your own GUI toolkit
- Build your own text editor
- Build your own IDE
- Build your own version control system
- Build your own network protocol
- Build your own operating system kernel in assembly
- Build your own scheduler
- Build your own memory allocator
- Build your own hypervisor
- Build your own microkernel
- Build your own compiler backend (LLVM target)
- Build your own query language
- Build your own cache system (like Redis)
- Build your own message broker (like Kafka)
- Build your own search engine
- Build your own machine learning framework
- Build your own graphics renderer (rasterizer or ray tracer)
- Build your own physics engine
- Build your own scripting language
- Build your own audio engine
- Build your own database driver
- Build your own networking stack (TCP/IP implementation)
- Build your own API gateway
- Build your own reverse proxy
- Build your own load balancer
- Build your own CI/CD system
- Build your own operating system bootloader
- Build your own container orchestrator (like Kubernetes)
- Build your own distributed file system
- Build your own key-value store
- Build your own authentication server (OAuth2/OpenID Connect)
- Build your own operating system scheduler
- Build your own compiler optimizer
- Build your own disassembler
- Build your own debugger
- Build your own profiler
- Build your own static code analyzer
- Build your own runtime (like Node.js)
- Build your own scripting sandbox
- Build your own browser engine (HTML/CSS/JS parser and renderer)
- Build your own blockchain consensus algorithm
- Build your own zero-knowledge proof system
- Build your own operating system for embedded devices