Daily Dose of Data Science

Daily Dose of Data Science Newsletter

Daily no-fluff issues that help you succeed and stay relevant in ML/DS roles. Join 110,000+ data professionals and get a free PDF (530+ pages) with 150+ core DS/ML lessons.

Implementing a Siamese Network

Machine Learning Sep 29, 2024 • 5 min read

Implementing a Siamese Network

A beginner-friendly implementation guide.

Contrastive Learning Using Siamese Networks

Machine Learning Sep 28, 2024 • 5 min read

Contrastive Learning Using Siamese Networks

Building a face unlock system.

Accelerate Pandas 20x using FireDucks

Pandas Sep 4, 2024 • 5 min read

Accelerate Pandas 20x using FireDucks

...by changing just one line of code.

Knowledge Distillation with Teacher Assistant for Model Compression

Machine Learning Aug 29, 2024 • 5 min read

Knowledge Distillation with Teacher Assistant for Model Compression

A better and intuitive technique to model compression.

11 Types of Variables in a Dataset

Aug 1, 2024 • 6 min read

11 Types of Variables in a Dataset

Beyond features, targets, etc.

All-Reduce and Ring-Reduce for Model Synchronization in Multi-GPU Training

Deep Learning Jul 25, 2024 • 6 min read

All-Reduce and Ring-Reduce for Model Synchronization in Multi-GPU Training

Two synchronization algorithms for intermediate-ML models.

The Mathematics Behind RBF Kernel

Jun 19, 2024 • 3 min read

The Mathematics Behind RBF Kernel

...and why it so powerful

Shuffle Feature Importance

Machine Learning Jun 10, 2024 • 4 min read

Shuffle Feature Importance

An intuitive and reliable technique to measure feature importance.

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