Machine Learning

Seven Factors Driving AI Adoption

Image by Editor | Midjourney   There were days when algorithms crafting art and creating music were considered a work of science-fiction but not anymore....

R for Data Science: A Hands-On Approach | by Budha Publication | Oct, 2024

In the realm of data science, R has established itself as a premier programming language, particularly favored for statistical analysis and data visualization....

Fine-tuning LLMs with 32-bit, 8-bit, and Paged AdamW Optimizers

Finding the right trade-off between memory efficiency, accuracy, and speedFine-tuning large language models (LLMs) has become an essential yet resource-intensive task, demanding considerable...

10 Critical AI Concepts Explained in 5 Minutes

Image by Editor | Ideogram   With a daily presence in headlines and increasingly rapid advances, AI is undeniably the talk of the town. Staying...

Implementing Sequential Algorithms on TPU | by Chaim Rand | Oct, 2024

Accelerating AI/ML Model Training with Custom Operators — Part 3.AThese results demonstrate the potential for running full ML computation graphs on TPU, even...

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