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Euclidean Distance vs. Mahalanobis Distance
Euclidean distance is not always useful.
14 hrs ago
•
Avi Chawla
4
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Euclidean Distance vs. Mahalanobis Distance
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RAG vs Agentic RAG
...explained visually.
Dec 20
•
Avi Chawla
13
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RAG vs Agentic RAG
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Our Agentic Workflow to Write and Publish Social Content
...with CrewAI and Llama 3.2 (100% local).
Dec 19
•
Avi Chawla
10
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Our Agentic Workflow to Write and Publish Social Content
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2
6:19
The Intuition Behind Using ‘Variance’ in PCA
Variance = Information.
Dec 18
•
Avi Chawla
4
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The Intuition Behind Using ‘Variance’ in PCA
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[Hands-on] Building A Multi-agent News Generator
...using Cohere’s Command R7B and CrewAI.
Dec 17
•
Avi Chawla
3
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[Hands-on] Building A Multi-agent News Generator
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1:29
What is Temperature in LLMs?
Predictable ↔ Random.
Dec 16
•
Avi Chawla
9
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What is Temperature in LLMs?
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2
A crash course on RAG systems—Part 6
...with implementation.
Dec 14
•
Avi Chawla
11
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A crash course on RAG systems—Part 6
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Train Classical ML Models on Large Datasets
Extending the Bagging objective.
Dec 13
•
Avi Chawla
10
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Train Classical ML Models on Large Datasets
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[Hands-on] Tool calling in LLMs
Integrate specialized tools with LLMs.
Dec 12
•
Avi Chawla
12
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[Hands-on] Tool calling in LLMs
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LoRA/QLoRA—Explained From a Business Lens
From 350 GB to 25 MB.
Dec 11
•
Avi Chawla
4
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LoRA/QLoRA—Explained From a Business Lens
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Generate Synthetic Datasets with Llama3
...for fine-tuning other LLMs.
Dec 10
•
Avi Chawla
6
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Generate Synthetic Datasets with Llama3
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1
Breathing KMeans vs KMeans
Robustify KMeans with centroid addition and removal.
Dec 9
•
Avi Chawla
9
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Breathing KMeans vs KMeans
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