When you Hire a photographer for a coffee date and it turned into a kingfisher calendar album. #winterdump Beijing is so busy, nah beijing is chill. #winteriscoming
بلوچ سرمچاروں نے بلوچستان میں قید سرائیکی مزدوروں کی وڈیو جاری کر دی ۔
ھم ایک بار پھر مطالبہ کرتے ھیں سرائیکی مزدوروں کو انسانی ہمدردی کی بنیادوں پر آزاد کیا جاۓ ۔
توں نال ہوندا ایں عید اُتےتیڈےنال
میں جُھمراں پاواں ہامیں گانواں ہا
کر کٹھا چار سہیلیاں کوں کئی راگ نویں سُنڑونواں ہامیں گانواں ہا
بیاسیپ کڈ ھا تیڈےچولےتیں
تیکوں سانول آپ پواواں ہامیں گانواں ہا
تونڑیں کنڈ کر بہیں ہاسعد میکوں تیڈی کنڈ نال خوش تھی بہانواں میں گانواں ہا
#قومی_زبان
DROP EVERYTHING
The ultimate step-by-step projects roadmap for BECOMING an AI Researcher is now available online to read FOR FREE
Covers building
- Tokenizers / embeddings
- Positional methods
- Attention / multi-head attention
- Transformer blocks
- Training loops / objectives
- Sampling dashboards
- Speculative decoding
- KV cache / MQA / GQA / MLA
- Long context
- FlashAttention / hardware budgets
- MoE routers
- State-space / diffusion LMs
- Data pipelines / synthetic data
- Scaling laws
- SFT / DPO / RLHF / GRPO / RLVR
- Quantization
- Serving systems
- Evaluation harnesses
- RAG / tools / agents
- Multimodal adapters
- Interpretability / safety
- Full capstone model system
The loop for every project
- Build it
- Plot it
- Break it
- Explain it
- Ship the artifact
You should read this, and if you cannot now then you most definitely wanna bookmark it for later
DM me when you're working at a frontier lab
Stop wasting hours trying to learn AI. 📘📚
I have already done it for you.
With one list. Zero confusion. And no fluff
📹 Videos:
1. LLM Introduction: https://t.co/kJDquHyQuR
2. LLMs from Scratch: https://t.co/0tVKf67LWE
3. Agentic AI Overview (Stanford): https://t.co/F3eMqlyx7o
4. Building and Evaluating Agents: https://t.co/p2wAwQkmc1
5. Building Effective Agents: https://t.co/soZEzoU6eu
6. Building Agents with MCP: https://t.co/7rXLH619p4
7. Building an Agent from Scratch: https://t.co/JVVEvlwcvH
8. Philo Agents: https://t.co/oALtKeEhg1
🗂️ Repos
1. GenAI Agents: https://t.co/SzAvw64ZA3
2. Microsoft's AI Agents for Beginners: https://t.co/MYCOwStucr
3. Prompt Engineering Guide: https://t.co/zFZJT6V60r
4. Hands-On Large Language Models: https://t.co/S5E4390RIk
5. AI Agents for Beginners: https://t.co/MYCOwStucr
6. GenAI Agentshttps://lnkd.in/dEt72MEy
7. Made with ML: https://t.co/mAb4b9Li9o
8. Hands-On AI Engineering:https://t.co/2QvXB3WJhe
9. Awesome Generative AI Guide: https://t.co/dYaAsRgfO6
10. Designing Machine Learning Systems: https://t.co/jRxshvMgJt
11. Machine Learning for Beginners from Microsoft: https://t.co/6u48FQng1g
12. LLM Course: https://t.co/o0NnbEjH6X
🗺️ Guides
1. Google's Agent Whitepaper: https://t.co/cs0P2Tt165
2. Google's Agent Companion: https://t.co/Qnv3PsJZIx
3. Building Effective Agents by Anthropic: https://t.co/5ZfcMllO9N.
4. Claude Code Best Agentic Coding practices: https://t.co/zX9ep8ER0h
5. OpenAI's Practical Guide to Building Agents: https://t.co/uwdBKet060
📚Books:
1. Understanding Deep Learning: https://t.co/Rix5N440Y8
2. Building an LLM from Scratch: https://t.co/V20ES23ZH8
3. The LLM Engineering Handbook: https://t.co/avpqPTA0I8
4. AI Agents: The Definitive Guide - Nicole Koenigstein: https://t.co/8bgDLtebU0
5. Building Applications with AI Agents - Michael Albada: https://t.co/W70co41CCW
6. AI Agents with MCP - Kyle Stratis: https://t.co/vF8VqTeyfA
7. AI Engineering: https://t.co/eJrAoLMW0Z
📜 Papers
1. ReAct: https://t.co/SFgUispJcP
2. Generative Agents: https://t.co/q50bu1PPnQ.
3. Toolformer: https://t.co/CFssbdAXvQ
4. Chain-of-Thought Prompting: https://t.co/n84jvdyxWL.
🧑🏫 Courses:
1. HuggingFace's Agent Course: https://t.co/yhVP0jcs6w
2. MCP with Anthropic: https://t.co/w9LxesXtjx
3. Building Vector Databases with Pinecone: https://t.co/GeI4yarzHH
4. Vector Databases from Embeddings to Apps: https://t.co/eMrFYZaY8d
5. Agent Memory: https://t.co/hjbH72Qwqr
Repost for your network ♻️
Instead of watching an hour of Netflix, watch this 2-hour Stanford lecture on AI careers. It will teach you more about winning in the AI race than all the AI content you’ve scrolled past this year.
I just found out MIT Press released a free Deep Learning fundamentals book with theory, code, and slides.
Learning these fundamentals is key if you want to get serious with AI.
The book includes DL math, training techniques, CNNs, graph neural nets, and transformers.
scholarships got cancelled because of this. they cancelled the flight and raise the price for new dates. Please look into this. @GovtofPakistan@CMShehbaz
not just one time, they cancelled 3 times, from 6 to 9, then 11, and i just received a message that again cancelled till 13th of sept, Financial loss, in last mint stdnts have to buy expnsiv tickets, scholrshps students can’t make it to reg days. #bansereneAirlines@Pakistan_CAA
The worst ever #airline award goes to Serene Airline l, Cancelation of flights by this airline is a mental torture, government of #Pakistan must cancel all lisences of #Serene Airline , this is very serious #CAA
@MeerDesire yesterday I called them and they said this time it will not be delayed and today morning I received the message, its delayed again. not for hours but 2 days.