Machine Learning

Fixing Faulty Gradient Accumulation: Understanding the Issue and Its Resolution

Years of suboptimal model training?10 min read·12 hours agoWhen fine-tuning large language models (LLMs) locally, using large batch sizes is often impractical due...

Innovative Uses of Machine Learning in Retail for Customer Behavior Analysis (Part 17) | by Ayşe Kübra Kuyucu | Oct, 2024

Machine Learning for Computer Vision — Part 17/18Table of Contents1. Leveraging ML to Understand Consumer Purchasing Patterns2. Predictive Analytics: Forecasting Future Buying Behaviors3....

Using PCA for Outlier Detection. A surprisingly effective means to… | by W Brett Kennedy | Oct, 2024

A surprisingly effective means to identify outliers in numeric dataPCA (principle component analysis) is commonly used in data science, generally for dimensionality reduction...

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