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Implement "Attention is all you need"
...from scratch using PyTorch.
9 hrs ago
•
Avi Chawla
5
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Implement "Attention is all you need"
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Building Efficient RAG Systems with Binary Quantization
40x faster and 32x memory efficient.
Aug 21
•
Avi Chawla
3
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Building Efficient RAG Systems with Binary Quantization
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2
0:42
The AI Engineering Roadmap
Beginner-focused, with full resources.
Aug 20
•
Avi Chawla
17
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The AI Engineering Roadmap
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JSON prompting for LLMs
...explained visually.
Aug 19
•
Avi Chawla
5
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JSON prompting for LLMs
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1
Fine-tuning Gemma 3 270M Locally
A step towards hyper-efficient local AI
Aug 18
•
Avi Chawla
12
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Fine-tuning Gemma 3 270M Locally
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Reproducibility and Versioning for ML Systems (With Implementation)
The full MLOps/LLMOps blueprint.
Aug 16
•
Avi Chawla
7
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Reproducibility and Versioning for ML Systems (With Implementation)
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8 RAG Architectures for AI Engineers
...explained with visuals.
Aug 15
•
Avi Chawla
18
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8 RAG Architectures for AI Engineers
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Contextualized Chunk Embedding Model
Cut vector DB costs by ~200x.
Aug 14
•
Avi Chawla
9
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Contextualized Chunk Embedding Model
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1
[IMPORTANT] Shape The DailyDoseofDS Newsletter
...so that we can help you in your AI career.
Aug 13
•
Avi Chawla
4
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Daily Dose of Data Science
[IMPORTANT] Shape The DailyDoseofDS Newsletter
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12 MCP, RAG, and Agents Cheat Sheets for AI Engineers
...explained with visuals.
Aug 12
•
Avi Chawla
25
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Daily Dose of Data Science
12 MCP, RAG, and Agents Cheat Sheets for AI Engineers
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Building a Browser Automation Agent
...powered by 100% local stack.
Aug 11
•
Avi Chawla
2
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Daily Dose of Data Science
Building a Browser Automation Agent
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0:25
The Full MLOps/LLMOps Blueprint
...covered with foundations, projects, and real-world insights.
Aug 9
•
Avi Chawla
10
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Daily Dose of Data Science
The Full MLOps/LLMOps Blueprint
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