Daily Dose of Data Science

Daily Dose of Data Science

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Implement "Attention is all you need"
...from scratch using PyTorch.
9 hrs ago • 
Avi Chawla
5

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Daily Dose of Data Science
Daily Dose of Data Science
Implement "Attention is all you need"
​Building Efficient RAG Systems with Binary Quantization​
40x faster and 32x memory efficient.
Aug 21 • 
Avi Chawla
3

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Daily Dose of Data Science
Daily Dose of Data Science
​Building Efficient RAG Systems with Binary Quantization​
2
0:42
The AI Engineering Roadmap
Beginner-focused, with full resources.
Aug 20 • 
Avi Chawla
17

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Daily Dose of Data Science
Daily Dose of Data Science
The AI Engineering Roadmap
JSON prompting for LLMs
...explained visually.
Aug 19 • 
Avi Chawla
5

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Daily Dose of Data Science
Daily Dose of Data Science
JSON prompting for LLMs
1
Fine-tuning Gemma 3 270M Locally
A step towards hyper-efficient local AI
Aug 18 • 
Avi Chawla
12

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Daily Dose of Data Science
Daily Dose of Data Science
Fine-tuning Gemma 3 270M Locally
Reproducibility and Versioning for ML Systems (With Implementation)
The full MLOps/LLMOps blueprint.
Aug 16 • 
Avi Chawla
7

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Daily Dose of Data Science
Daily Dose of Data Science
Reproducibility and Versioning for ML Systems (With Implementation)
8 RAG Architectures for AI Engineers
...explained with visuals.
Aug 15 • 
Avi Chawla
18

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Daily Dose of Data Science
Daily Dose of Data Science
8 RAG Architectures for AI Engineers
Contextualized Chunk Embedding Model
Cut vector DB costs by ~200x.
Aug 14 • 
Avi Chawla
9

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Daily Dose of Data Science
Daily Dose of Data Science
Contextualized Chunk Embedding Model
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
Daily Dose of Data Science
[IMPORTANT] Shape The DailyDoseofDS Newsletter
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
Daily Dose of Data Science
12 MCP, RAG, and Agents Cheat Sheets for AI Engineers
Building a Browser Automation Agent
...powered by 100% local stack.
Aug 11 • 
Avi Chawla
2

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Daily Dose of Data Science
Daily Dose of Data Science
Building a Browser Automation Agent
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
Daily Dose of Data Science
The Full MLOps/LLMOps Blueprint
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