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A Misconception About Pandas Inplace
Jun 18, 2024

A Misconception About Pandas Inplace

The counterintuitive behaviour of inplace operations.

Why is Kernel Trick Called a "Trick"?
Jun 17, 2024

Why is Kernel Trick Called a "Trick"?

...what are kernels and what they help us with?

20 Most Common Magic Methods
Jun 16, 2024

20 Most Common Magic Methods

Magic methods: The gem of Python OOP.

A Common Misconception About Model Reproducibility
Jun 15, 2024

A Common Misconception About Model Reproducibility

...And here's what reproducibility truly means.

A Unique Perspective on What Hidden Layers and Activation Functions Do
Jun 14, 2024

A Unique Perspective on What Hidden Layers and Activation Functions Do

Intuitive guide to handling non-linearity with neural networks.

A Practical Guide to Scaling ML Model Training
Jun 13, 2024

A Practical Guide to Scaling ML Model Training

GPUs - GPU Clusters - Distributed Training.

t-SNE vs. SNE — What's the difference?
Jun 12, 2024

t-SNE vs. SNE — What's the difference?

Addressing the crowding problem.

Data Version Control
Jun 11, 2024

Data Version Control

The underappreciated, yet critical skill that data scientists overlook.

Shuffle Feature Importance
Jun 10, 2024

Shuffle Feature Importance

An intuitive and reliable technique to measure feature importance.

Why Sklearn's Linear Regression Has No Hyperparameters?
Jun 09, 2024

Why Sklearn's Linear Regression Has No Hyperparameters?

What are we missing here?

MissForest and kNN Imputation for Data Missing at Random
Jun 08, 2024

MissForest and kNN Imputation for Data Missing at Random

...with a practical demonstration.

4 Strategies for Multi-GPU Training
Jun 07, 2024

4 Strategies for Multi-GPU Training

...explained visually.

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