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What Does The Google Styling Guide Say About Imports
May 13, 2023

What Does The Google Styling Guide Say About Imports

Understanding the upsides and downsides.

How To Truly Use The Train, Validation and Test Set
May 12, 2023

How To Truly Use The Train, Validation and Test Set

...with an analogy.

Restart Jupyter Kernel Without Losing Variables
May 11, 2023

Restart Jupyter Kernel Without Losing Variables

A cool Jupyter hack.

The Advantages and Disadvantages of PCA To Consider Before Using It
May 10, 2023

The Advantages and Disadvantages of PCA To Consider Before Using It

A quick pros and cons summary of PCA.

Loss Functions: An Algorithm-wise Comprehensive Summary
May 09, 2023

Loss Functions: An Algorithm-wise Comprehensive Summary

Loss functions of common ML algorithms depicted in a single frame.

Is Data Normalization Always Necessary Before Training ML Models?
May 08, 2023

Is Data Normalization Always Necessary Before Training ML Models?

If not, when is it not needed?

Annotate Data With The Click Of A Button Using Pigeon
May 07, 2023

Annotate Data With The Click Of A Button Using Pigeon

Quick data labelling from the comfort of Jupyter.

Enrich Your Confusion Matrix With A Sankey Diagram
May 06, 2023

Enrich Your Confusion Matrix With A Sankey Diagram

An unexplored direction of visualising a confusion matrix.

A Visual Guide to Stochastic, Mini-batch, and Batch Gradient Descent
May 05, 2023

A Visual Guide to Stochastic, Mini-batch, and Batch Gradient Descent

...with advantages and disadvantages.

A Lesser-Known Difference Between For-Loops and List Comprehensions
May 04, 2023

A Lesser-Known Difference Between For-Loops and List Comprehensions

Thinking from a scope perspective.

The Limitation of PCA Which Many Folks Often Ignore
May 03, 2023

The Limitation of PCA Which Many Folks Often Ignore

Not all datasets are linearly separable.

Magic Methods: An Underrated Gem of Python OOP
May 02, 2023

Magic Methods: An Underrated Gem of Python OOP

Most common magic methods in Python summarised in a single frame.

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