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The Data Science Glossary Chart
75 key terms all data scientists should know.
 • 
Avi Chawla
The Mathematical Intuition Behind the Curse of Dimensionality
The surprising phenomena that arise when dealing with data in high dimensions.
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Avi Chawla
CopilotKit CoAgents: Build Human-in-the-loop AI Agents With Ease
4 key features that make it 10x easier to develop AI Agents.
 • 
Avi Chawla
What is Early Exaggeration in tSNE?
...and a way to improve it.
 • 
Avi Chawla
How to Inspect Decision Trees After Training with PCA
Understanding the structural formulation of decision trees and how it can be problematic at times.
 • 
Avi Chawla
How to Structure and Test Your Code for ML Development?
The highly overlooked yet critical skill for data scientists.
 • 
Avi Chawla
A Counterintuitive Behaviour of PyTorch DataLoader
...which most PyTorch users aren't aware of.
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Avi Chawla
3
Deep Learning Models Can Learn Non-Existing Patterns
Here's an example and how to prevent it.
 • 
Avi Chawla
2
Accelerate Pandas 20x using FireDucks
...by changing just one line of code.
 • 
Avi Chawla
A Crash Course on Graph Neural Networks — Part 3
Implementation included.
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Avi Chawla
CPython vs. Cython: How to Speed-up Native Python Programs
...within minimal effort.
 • 
Avi Chawla
A Subtle Trick to Optimize Neural Network Training
A technique I accidentally discovered.
 • 
Avi Chawla
1
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