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Grouping Sets, Rollup and Cube in SQL
May 25, 2024

Grouping Sets, Rollup and Cube in SQL

Three lesser-known grouping operations.

Accelerate tSNE with GPU
May 24, 2024

Accelerate tSNE with GPU

Over 30x faster tSNE than Sklearn.

Professionalize Matplotlib Plots
May 23, 2024

Professionalize Matplotlib Plots

Matplotlib is far more capable than most users think.

8 Elegant Alternatives to Traditional Plots
May 22, 2024

8 Elegant Alternatives to Traditional Plots

Improve your data visualisation toolkit.

Build Interactive Data Apps of Scikit-learn Models Using Taipy
May 21, 2024

Build Interactive Data Apps of Scikit-learn Models Using Taipy

A low-code data pipeline interface to compare various models.

A Beginner-friendly Introduction to KANs
May 20, 2024

A Beginner-friendly Introduction to KANs

An evolving alternative to MLPs.

Accelerate Pandas with GPU Using RAPIDS cuDF
May 19, 2024

Accelerate Pandas with GPU Using RAPIDS cuDF

...without any code changes.

Building Multi-task Learning Models
May 18, 2024

Building Multi-task Learning Models

A practical guide in PyTorch.

Where Did the GPU Memory Go?
May 17, 2024

Where Did the GPU Memory Go?

Estimating memory consumption of GPT-2.

Transfer Learning, Fine-tuning, Multitask Learning and Federated Learning
May 16, 2024

Transfer Learning, Fine-tuning, Multitask Learning and Federated Learning

Four critical model training paradigms that you MUST know for real-world ML modelling.

Probability vs. Likelihood
May 15, 2024

Probability vs. Likelihood

Here's the key difference.

11 Types of Variables in a Dataset
May 14, 2024

11 Types of Variables in a Dataset

Beyond features, targets, etc.

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