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Category: NLP

Measuring ROI for a GenAI Initiative in Healthcare
Machine LearningNLP

Measuring ROI for a GenAI Initiative in Healthcare

Geeky CodesDecember 21, 2025December 21, 2025

This blog explores how to measure ROI for Generative AI (GenAI) in healthcare. It outlines key performance indicators (KPIs) related to clinical outcomes, operational efficiency, finance, and patient experience. It emphasizes the importance of clear objectives, baseline measurements, and best practices to successfully assess GenAI’s impact on healthcare organizations.

What is Stochastic Gradient Descent?
Data ScienceDeep LearningMachine LearningNLP

What is Stochastic Gradient Descent?

Geeky CodesJuly 2, 2025July 2, 2025

Stochastic Gradient Descent (SGD) is an optimization algorithm commonly used in machine learning for training models, particularly in large-scale and…

Tokenization in NLP
Data ScienceMachine LearningNLP

Tokenization in NLP

Geeky CodesJuly 2, 2025July 2, 2025

Word Level Tokenzation Splitting text into individual words “the quick brown fox” -> [“the”,”quick”,”brown”,”fox”] BUT Character Level Tokenization Splitting text…

Data ScienceMachine LearningNLP

RAG using Llama 2, Langchain and ChromaDB

Geeky CodesAugust 2, 2024February 6, 2025

Introduction Objective Use Llama 2.0, Langchain and ChromaDB to create a Retrieval Augmented Generation (RAG) system. This will allow us…

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