Daily Dose of Data Science

Daily Dose of Data Science

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LLMs

7 LLM Generation Parameters
...explained visually
13 hrs ago • 
Avi Chawla
3
8 Key LLM Development Skills for AI Engineers
...covered with resources and explained visually.
Sep 2 • 
Avi Chawla
6
[Hands-on] Audio RAG with 200x Cheaper Vector DB Costs
...while also outperforming OpenAI and Cohere.
Sep 1 • 
Avi Chawla
2
0:28
Data and Pipeline Engineering for ML Systems (With Implementation)
The full MLOps/LLMOps blueprint.
Aug 30 • 
Avi Chawla
7
Corrective RAG Agentic Workflow
...explained visually and implemented.
Aug 27 • 
Avi Chawla
3
0:35
4 Layers of Agentic AI Systems
...explained visually.
Aug 25 • 
Avi Chawla
8
Data and Pipeline Engineering for ML Systems (With Implementation)
The full MLOps/LLMOps blueprint.
Aug 23 • 
Avi Chawla
6
Implement "Attention is all you need"
...from scratch using PyTorch.
Aug 22 • 
Avi Chawla
9
1
The AI Engineering Roadmap
Beginner-focused, with full resources.
Aug 20 • 
Avi Chawla
21
JSON prompting for LLMs
...explained visually.
Aug 19 • 
Avi Chawla
5
1
Fine-tuning Gemma 3 270M Locally
A step towards hyper-efficient local AI
Aug 18 • 
Avi Chawla
13
Reproducibility and Versioning for ML Systems (With Implementation)
The full MLOps/LLMOps blueprint.
Aug 16 • 
Avi Chawla
7
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