Avi Chawla - Daily Dose of Data Science (Page 9)

A Hands-on Demo on Autoencoders

Machine Learning Nov 18, 2024 • 3 min read

A Hands-on Demo on Autoencoders

...along with applications.

A Crash Course on Building RAG Systems – Part 3 (With Implementation)

RAG Nov 17, 2024 • 16 min read

A Crash Course on Building RAG Systems – Part 3 (With Implementation)

A deep dive into making RAG systems faster (with implementations).

Avi Chawla, Akshay Pachaar

Use Box Plots with Caution!

Data Analysis Nov 16, 2024 • 3 min read

Use Box Plots with Caution!

They Can Be Misleading.

How to Assess Correlation on Ordinal Data?

Correlation Analysis Nov 15, 2024 • 3 min read

How to Assess Correlation on Ordinal Data?

The limitations of Pearson correlation.

Categorization of Clustering Algorithms

Clustering Nov 14, 2024 • 3 min read

Categorization of Clustering Algorithms

...explained in a single frame.

Accuracy Can Be Deceptive

Machine Learning Nov 13, 2024 • 4 min read

Accuracy Can Be Deceptive

... and how to catch it.

Build a Multi-agent Research Assistant With SwarmZero

LLMs Nov 12, 2024 • 4 min read

Build a Multi-agent Research Assistant With SwarmZero

Your own PerplexityAI (100% local).

Run LLMs Locally with Ollama

LLMs Nov 11, 2024 • 4 min read

Run LLMs Locally with Ollama

A step-by-step hands-on guide.

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