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Rohit Kumar Tiwari

@analyticalrohit.bsky.social
54 followers 22 following 931 posts

Simplifying AI for Everyone | Sr. Data Scientist | Creator @ AwesomeNeuron | Top 1% @ Topmate | Writes to 20K+ @ LinkedIn | GenAI, LLMs, Agents Join 10K+ AI Folks → awesomeneuron.substack.com

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Reposted by Rohit Kumar Tiwari
Rohit Kumar Tiwari @analyticalrohit.bsky.social · 30/06/2026
This 185-page book unlocks the secrets of deep learning.
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Rohit Kumar Tiwari @analyticalrohit.bsky.social · 30/06/2026
This 185-page book unlocks the secrets of deep learning.
121
Reposted by Rohit Kumar Tiwari
Rohit Kumar Tiwari @analyticalrohit.bsky.social · 29/06/2026
MIT literally packed 7 hours with everything. You need to know about GenAI for FREE.
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Rohit Kumar Tiwari @analyticalrohit.bsky.social · 29/06/2026
MIT literally packed 7 hours with everything. You need to know about GenAI for FREE.
111
Reposted by Rohit Kumar Tiwari
Rohit Kumar Tiwari @analyticalrohit.bsky.social · 28/06/2026
PyTorch Fundamentals: Your First Steps into Hands-on Deep Learning. Github (900+ stars): github.com/analyticalro... Introduction to PyTorch fundamentals, covering tensor initialization, operations, indexing, and reshaping.
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Rohit Kumar Tiwari @analyticalrohit.bsky.social · 28/06/2026
PyTorch Fundamentals: Your First Steps into Hands-on Deep Learning. Github (900+ stars): github.com/analyticalro... Introduction to PyTorch fundamentals, covering tensor initialization, operations, indexing, and reshaping.
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Reposted by Rohit Kumar Tiwari
Rohit Kumar Tiwari @analyticalrohit.bsky.social · 27/06/2026
⭕️BOOKMARK Worthy: This guy literally built a full set of notebooks that actually teach deep learning, from basics to transformers.
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Rohit Kumar Tiwari @analyticalrohit.bsky.social · 27/06/2026
⭕️BOOKMARK Worthy: This guy literally built a full set of notebooks that actually teach deep learning, from basics to transformers.
111
Reposted by Rohit Kumar Tiwari
Rohit Kumar Tiwari @analyticalrohit.bsky.social · 26/06/2026
Builds GPT-like LLMs from scratch in PyTorch > Breaks the LLM architecture into simple parts. > Beginner friendly. > Fully hands on. > Everything explained step by step. > Just 10 notebooks.
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Rohit Kumar Tiwari @analyticalrohit.bsky.social · 26/06/2026
Builds GPT-like LLMs from scratch in PyTorch > Breaks the LLM architecture into simple parts. > Beginner friendly. > Fully hands on. > Everything explained step by step. > Just 10 notebooks.
111
Reposted by Rohit Kumar Tiwari
Rohit Kumar Tiwari @analyticalrohit.bsky.social · 25/06/2026
You don’t need expensive courses to learn GenAI. Microsoft offers 18-lesson comprehensive course. Generative AI for Beginners for free.
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Rohit Kumar Tiwari @analyticalrohit.bsky.social · 25/06/2026
You don’t need expensive courses to learn GenAI. Microsoft offers 18-lesson comprehensive course. Generative AI for Beginners for free.
111
Reposted by Rohit Kumar Tiwari
Rohit Kumar Tiwari @analyticalrohit.bsky.social · 24/06/2026
I wasted months trying to understand RAG. So I created this clear step-by-step guide. Master RAG: > with clear explanations > and intuitive visuals
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Rohit Kumar Tiwari @analyticalrohit.bsky.social · 24/06/2026
I wasted months trying to understand RAG. So I created this clear step-by-step guide. Master RAG: > with clear explanations > and intuitive visuals
111
Reposted by Rohit Kumar Tiwari
Rohit Kumar Tiwari @analyticalrohit.bsky.social · 23/06/2026
Top 10 Stanford's Courses on AI & ML. If you want to learn AI the right way, start here. No shortcuts. No hype. No fluff.
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Rohit Kumar Tiwari @analyticalrohit.bsky.social · 23/06/2026
Top 10 Stanford's Courses on AI & ML. If you want to learn AI the right way, start here. No shortcuts. No hype. No fluff.
111
Reposted by Rohit Kumar Tiwari
Rohit Kumar Tiwari @analyticalrohit.bsky.social · 22/06/2026
This 115-page book unlocks the secrets of LLM fine tuning.
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Rohit Kumar Tiwari @analyticalrohit.bsky.social · 22/06/2026
This 115-page book unlocks the secrets of LLM fine tuning.
111
Reposted by Rohit Kumar Tiwari
Rohit Kumar Tiwari @analyticalrohit.bsky.social · 21/06/2026
GLM-5.2 is the strongest open model to date. Can you really run GLM 5.2 locally? GLM 5.2 has 744B params (40B active) and a 1M context window. The 2 bit model retains ~82% accuracy after being shrunk from 1.51TB to 238GB an ~84% reduction in size Run on a 256GB Mac or RAM/VRAM setups
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Rohit Kumar Tiwari @analyticalrohit.bsky.social · 21/06/2026
GLM-5.2 is the strongest open model to date. Can you really run GLM 5.2 locally? GLM 5.2 has 744B params (40B active) and a 1M context window. The 2 bit model retains ~82% accuracy after being shrunk from 1.51TB to 238GB an ~84% reduction in size Run on a 256GB Mac or RAM/VRAM setups
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Reposted by Rohit Kumar Tiwari
Rohit Kumar Tiwari @analyticalrohit.bsky.social · 20/06/2026
The best site on the internet for Harness Engineering, completely free. The better the harness, the better the agent. AI coding agents are powerful but without the right controls. > they can be inconsistent > make mistakes > struggle with larger tasks That is where Harness Engineering comes in.
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Rohit Kumar Tiwari @analyticalrohit.bsky.social · 20/06/2026
The best site on the internet for Harness Engineering, completely free. The better the harness, the better the agent. AI coding agents are powerful but without the right controls. > they can be inconsistent > make mistakes > struggle with larger tasks That is where Harness Engineering comes in.
462
Reposted by Rohit Kumar Tiwari
Rohit Kumar Tiwari @analyticalrohit.bsky.social · 19/06/2026
Stanford AI, ML, and math cheatsheets. Github (900+ stars): github.com/analyticalro... ➟ Artificial Intelligence ➟ Transformers and LLMs ➟ Machine Learning ➟ Deep Learning ➟ Probabilities & Statistics ➟ Algebra & Calculus
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Rohit Kumar Tiwari @analyticalrohit.bsky.social · 19/06/2026
Stanford AI, ML, and math cheatsheets. Github (900+ stars): github.com/analyticalro... ➟ Artificial Intelligence ➟ Transformers and LLMs ➟ Machine Learning ➟ Deep Learning ➟ Probabilities & Statistics ➟ Algebra & Calculus
331
Reposted by Rohit Kumar Tiwari
Rohit Kumar Tiwari @analyticalrohit.bsky.social · 18/06/2026
AI Engineering from Scratch. 503 lessons. 20 phases. 320 hours.
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Rohit Kumar Tiwari @analyticalrohit.bsky.social · 18/06/2026
AI Engineering from Scratch. 503 lessons. 20 phases. 320 hours.
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Reposted by Rohit Kumar Tiwari
Rohit Kumar Tiwari @analyticalrohit.bsky.social · 17/06/2026
Mastering these NLP papers places you in the top 1% in AI. The MOST Influential: GPT, BERT, Attention, DeepSeek. - Word2Vec - BERT - GPT-2 - GPT-3 - Attention is All You Need - Mixture of Experts (MOE) - DeepSeekMath (with GRPO)
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Rohit Kumar Tiwari @analyticalrohit.bsky.social · 17/06/2026
Mastering these NLP papers places you in the top 1% in AI. The MOST Influential: GPT, BERT, Attention, DeepSeek. - Word2Vec - BERT - GPT-2 - GPT-3 - Attention is All You Need - Mixture of Experts (MOE) - DeepSeekMath (with GRPO)
311
Reposted by Rohit Kumar Tiwari
Rohit Kumar Tiwari @analyticalrohit.bsky.social · 16/06/2026
PyTorch Fundamentals: Your First Steps into Hands-on Deep Learning. Github (900+ stars): github.com/analyticalro... Introduction to PyTorch fundamentals, covering tensor initialization, operations, indexing, and reshaping.
121
Rohit Kumar Tiwari @analyticalrohit.bsky.social · 16/06/2026
PyTorch Fundamentals: Your First Steps into Hands-on Deep Learning. Github (900+ stars): github.com/analyticalro... Introduction to PyTorch fundamentals, covering tensor initialization, operations, indexing, and reshaping.
121
Reposted by Rohit Kumar Tiwari
Rohit Kumar Tiwari @analyticalrohit.bsky.social · 15/06/2026
Attention powers transformers and modern LLMs. Let’s build it from scratch: Step by step You can find the full blog post and code in the comments.
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Rohit Kumar Tiwari @analyticalrohit.bsky.social · 15/06/2026
Attention powers transformers and modern LLMs. Let’s build it from scratch: Step by step You can find the full blog post and code in the comments.
111
Reposted by Rohit Kumar Tiwari
Rohit Kumar Tiwari @analyticalrohit.bsky.social · 14/06/2026
GPT-like LLMs from scratch in PyTorch. 10 notebooks (explained step by step) > Breaks the LLM architecture into simple parts. > Beginner friendly. > Fully hands on. github.com/analyticalro...
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Rohit Kumar Tiwari @analyticalrohit.bsky.social · 14/06/2026
GPT-like LLMs from scratch in PyTorch. 10 notebooks (explained step by step) > Breaks the LLM architecture into simple parts. > Beginner friendly. > Fully hands on. github.com/analyticalro...
111
Reposted by Rohit Kumar Tiwari
Rohit Kumar Tiwari @analyticalrohit.bsky.social · 13/06/2026
GPT-like LLMs from scratch in PyTorch github.com/analyticalro...
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Rohit Kumar Tiwari @analyticalrohit.bsky.social · 13/06/2026
GPT-like LLMs from scratch in PyTorch github.com/analyticalro...
111
Reposted by Rohit Kumar Tiwari
Rohit Kumar Tiwari @analyticalrohit.bsky.social · 11/06/2026
This 230-page book unlocks the secrets of LLMs. Master LLMs step by step: > with clear explanations of core concepts > pre-training, fine-tuning and human alignment
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Rohit Kumar Tiwari @analyticalrohit.bsky.social · 11/06/2026
This 230-page book unlocks the secrets of LLMs. Master LLMs step by step: > with clear explanations of core concepts > pre-training, fine-tuning and human alignment
121
Reposted by Rohit Kumar Tiwari
Rohit Kumar Tiwari @analyticalrohit.bsky.social · 10/06/2026
Builds GPT-like LLMs from scratch in PyTorch > Breaks the LLM architecture into simple parts. > Beginner friendly. > Fully hands on. > Everything explained step by step. > Just 10 notebooks.
111
Rohit Kumar Tiwari @analyticalrohit.bsky.social · 10/06/2026
Builds GPT-like LLMs from scratch in PyTorch > Breaks the LLM architecture into simple parts. > Beginner friendly. > Fully hands on. > Everything explained step by step. > Just 10 notebooks.
111
Reposted by Rohit Kumar Tiwari
Rohit Kumar Tiwari @analyticalrohit.bsky.social · 09/06/2026
This 185-page book unlocks the secrets of deep learning.
121
Rohit Kumar Tiwari @analyticalrohit.bsky.social · 09/06/2026
This 185-page book unlocks the secrets of deep learning.
121
Reposted by Rohit Kumar Tiwari
Rohit Kumar Tiwari @analyticalrohit.bsky.social · 08/06/2026
A Visual Guide to LLMs. I created this clear step-by-step guide. Easy to understand, even if you are new to AI.
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Rohit Kumar Tiwari @analyticalrohit.bsky.social · 08/06/2026
A Visual Guide to LLMs. I created this clear step-by-step guide. Easy to understand, even if you are new to AI.
111
Reposted by Rohit Kumar Tiwari
Rohit Kumar Tiwari @analyticalrohit.bsky.social · 06/06/2026
Best LLMs cheatsheet you’ll ever find. Covers concepts, finetuning, evaluations.
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Rohit Kumar Tiwari @analyticalrohit.bsky.social · 06/06/2026
Best LLMs cheatsheet you’ll ever find. Covers concepts, finetuning, evaluations.
111
Reposted by Rohit Kumar Tiwari
Rohit Kumar Tiwari @analyticalrohit.bsky.social · 05/06/2026
Deep learning is not scary. when you have the best YouTube playlist. Master deep learning step by step: > from the basics to advanced > with clear explanations
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Rohit Kumar Tiwari @analyticalrohit.bsky.social · 05/06/2026
Deep learning is not scary. when you have the best YouTube playlist. Master deep learning step by step: > from the basics to advanced > with clear explanations
111
Reposted by Rohit Kumar Tiwari
Rohit Kumar Tiwari @analyticalrohit.bsky.social · 04/06/2026
Builds GPT-like LLMs from scratch in PyTorch 10 Notebooks. Explained step by step. > Breaks the LLM architecture into simple parts. > Beginner friendly. > Fully hands on.
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Rohit Kumar Tiwari @analyticalrohit.bsky.social · 04/06/2026
Builds GPT-like LLMs from scratch in PyTorch 10 Notebooks. Explained step by step. > Breaks the LLM architecture into simple parts. > Beginner friendly. > Fully hands on.
111