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An accessible walkthrough of fundamental properties of this popular, yet often misunderstood metric from a predictive modeling perspectivePhoto by Josh Rakower on UnsplashR² (R-squared), also known…
Image created by me with Microsoft Image Creator Since OpenAI unleashed ChatGPT to the public, a flurry of discussions has emerged online about a new…
Image by Author Profiling Python code is helpful to understand how the code works and identify opportunities for optimization. You’ve probably profiled your Python scripts…
For additional ideas on how to improve the performance of your RAG pipeline to make it production-ready, continue reading here:This section discusses the required packages and…
In this blog, we will explore the essential task of filling out receipt books, a foundational element of financial record-keeping for both small and large businesses.…
Optical character recognition (OCR) software help convert non-editable document formats such as PDFs, images, or paper documents into machine-readable formats that are editable & searchable. OCR…
Careers in data are not for everyone — you need patience to work with evolving business, security, and infrastructure requirements and a good amount of mental…
IntroductionDiving into the world of accounting, reconciling accounts becomes a routine yet crucial task, especially when bank or credit card statements roll in. After meticulous adjustments,…
The travel industry often struggles with long processing times at check-in and security, causing congestion. Manual verification of IDs and travel documents is time-consuming.Immigration officers have…
LDA Convergence Explained with a Dog Pedigree Model“What if my a priori understanding of dog breed group distribution is inaccurate? Is my LDA model doomed?”My wife…