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The Data Science Glossary Chart
75 key terms all data scientists should know.
11 hrs ago
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Avi Chawla
27
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The Data Science Glossary Chart
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The Mathematical Intuition Behind the Curse of Dimensionality
The surprising phenomena that arise when dealing with data in high dimensions.
Sep 11
•
Avi Chawla
24
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The Mathematical Intuition Behind the Curse of Dimensionality
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CopilotKit CoAgents: Build Human-in-the-loop AI Agents With Ease
4 key features that make it 10x easier to develop AI Agents.
Sep 10
•
Avi Chawla
17
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CopilotKit CoAgents: Build Human-in-the-loop AI Agents With Ease
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What is Early Exaggeration in tSNE?
...and a way to improve it.
Sep 9
•
Avi Chawla
15
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What is Early Exaggeration in tSNE?
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How to Inspect Decision Trees After Training with PCA
Understanding the structural formulation of decision trees and how it can be problematic at times.
Sep 8
•
Avi Chawla
21
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How to Inspect Decision Trees After Training with PCA
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How to Structure and Test Your Code for ML Development?
The highly overlooked yet critical skill for data scientists.
Sep 7
•
Avi Chawla
24
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How to Structure and Test Your Code for ML Development?
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A Counterintuitive Behaviour of PyTorch DataLoader
...which most PyTorch users aren't aware of.
Sep 6
•
Avi Chawla
27
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A Counterintuitive Behaviour of PyTorch DataLoader
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Deep Learning Models Can Learn Non-Existing Patterns
Here's an example and how to prevent it.
Sep 5
•
Avi Chawla
26
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Deep Learning Models Can Learn Non-Existing Patterns
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Accelerate Pandas 20x using FireDucks
...by changing just one line of code.
Sep 4
•
Avi Chawla
56
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Accelerate Pandas 20x using FireDucks
blog.dailydoseofds.com
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A Crash Course on Graph Neural Networks — Part 3
Implementation included.
Sep 3
•
Avi Chawla
24
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A Crash Course on Graph Neural Networks — Part 3
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CPython vs. Cython: How to Speed-up Native Python Programs
...within minimal effort.
Sep 2
•
Avi Chawla
37
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CPython vs. Cython: How to Speed-up Native Python Programs
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A Subtle Trick to Optimize Neural Network Training
A technique I accidentally discovered.
Sep 1
•
Avi Chawla
37
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A Subtle Trick to Optimize Neural Network Training
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