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How Tokenization and Fine-Tuning Optimize Sentiment Analysis: A Practical Case Study

_Why Tokenization and Fine-Tuning Are Crucial In today’s world, automated management of large volumes of data has become indispensable for improving operational efficiency across various…

The Role of Datasets in Machine Learning and Model Optimization

The use of datasets is at the core of every successful machine learning application. Whether you're managing customer reviews or large volumes of text, knowing…

Complete Guide to Setting Up Nginx, Grafana, InfluxDB, and K6 on Ubuntu 24.04 for Load Testing

In today’s world, where web applications must handle increasing traffic and sudden surges, having a load testing platform is essential for performance optimization. By using…

How Fyonda harnesses Elasticsearch and Kibana to handle log data

Introduction At Fyonda, we deal with massive amounts of data every day. Logs from web servers like Nginx and various applications can pile up quickly,…