@hateryx

Life Cycle for Fine-Tuning

Oct 4, 2024 · 3 min read · Fine-Tuning an NLP Model to Write Executive Summaries of Meeting Minutes: A Step-by-Step Guide Fine-tuning a natural language processing (NLP) model to summarize meeting minutes effectively is an essential task for automating executive workflows. Bel...

Fundamental Snippet: Database Backup and Recovery

Sep 12, 2023 · 4 min read · Database backups are crucial for safeguarding data, ensuring business continuity, and meeting regulatory requirements. They provide a safety net to recover from various types of data loss scenarios, helping organizations maintain data integrity and o...

Fundamental Snippet: Optimizing Data Pipeline Processes

Aug 6, 2023 · 4 min read · Key data pipeline processes need to be monitored, maintained and optimized to ensure data integrity, efficient resource utilization, improved throughput, better scalability and fault tolerance. The following stages are typically included in a data pi...

Fundamental Snippet: ETL vs ELT

Aug 3, 2023 · 3 min read · I always encounter the term "ETL" when reading a job post for a data engineer role. Eventually, I googled it and finally found its meaning - Extract, Transform, Load. It's an automated process of extracting data from different sources, transforming i...

Business Intelligence Architecture

Jul 18, 2023 · 3 min read · Imagine you have a large, complex puzzle of a map in front of you, consisting of billions of puzzle pieces. The goal is to arrange the puzzle pieces in a way that creates a complete picture of the map, allowing you to make sense of it and obtain accu...