Browsing: Data Science
How can an LLM be applied effectively for biomedical entity linking?Photo by Alina Grubnyak on UnsplashBiomedical text is a catch-all term that broadly encompasses documents such…
Following Hugging Face’s Zephyr recipeGenerated with DALL-EFinding good training hyperparameters for new LLMs is always difficult and time-consuming. With Zephyr Gemma 7B, Hugging Face seems to…
PYTHON PROGRAMMINGLearn how to rearrange your code to achieve significant speed improvements.Photo by Nick Fewings on UnsplashPandas offer a fantastic framework to operate on dataframes. In…
What to do when the unit of observation differs from the unit of randomizationCover, image by AuthorA/B tests are the golden standard of causal inference because…
Intermediate SQL for ETL dev to Data Engineer TransitionPhoto by Campaign Creators on UnsplashThere is nothing called Self join in SQL. Hear me out.Often Data Analysts…
My tips and experience to become a high quality data scientistPhoto by Tima Miroshnichenko: https://www.pexels.com/photo/man-in-white-dress-shirt-using-laptop-7567434/Once you become a data scientist, it’s a great feeling knowing that…
You can find the code in this GitHub repo:https://github.com/amirarsalan90/personal_llm_assistantThe main components of the app include:Llama-cpp-python is a python binding for the great llama.cpp , which implements…
Photo by Annamária Borsos (used with permission)Quantum Machine Learning (QML) represents a fascinating convergence of quantum computing and machine learning technologies. With quantum computing’s potential in…
Unlocking efficient text classification with pre-trained models: a case study using OpenAI’s GPT-3.5-turboImage by https://unsplash.com/es/@tmaTraditionally, any natural language processing text classification project would start with gathering…
GenAIA guide to Retrieval-Augmented Generation design choices.20 min read·10 hours agoBuilding Retrieval-Augmented Generation systems, or RAGs, is easy. With tools like LamaIndex or LangChain, you can…