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Building a Biomedical Entity Linker with LLMs

How can an LLM be applied effectively for biomedical entity linking? Photo by Alina Grubnyak on Unsplash Biomedical text is a catch-all term that broadly encompasses documents such as research articles, clinical trial reports, and patient records, serving as rich repositories of

The Four R’s of Code Excellence for Data Projects (Part 1)

How to Craft Remarkable Code that Safeguards Machine Learning Pipelines and Your Sanity Alike! Continue reading on Towards Data Science »

Function Interfaces in Python

Function interfaces in Python can be implemented using type hints and protocols. Continue reading on Towards Data Science »

Maximizing AI Efficiency in Production with Caching: A Cost-Efficient Performance Booster

Unlock the Power of Caching to Scale AI Solutions with Langchain Caching Comprehensive Overview Continue reading on Towards Data Science »

Building a Math Application with LangChain Agents

A tutorial on why LLMs struggle with math, and how to resolve these limitations using LangChain Agents, OpenAI and Chainlit In this tutorial, I will demonstrate how to use LangChain agents to create a custom Math application utilising OpenAI’s GPT3.5 model.

Understanding V-Structures and the Role They Play in Causal Validation and Causal Infrence

How to Detect and Correct the Direction of Causal Links in a Directed Acyclic Graph that are Incorrect When Compared to the Underlying Data Continue reading on Towards Data Science »

I Made a Better Testing Plan for Google Gemini in Just 30 Minutes

Testing models: an unglamorous yet critical part of AI product management “We definitely messed up on the image generation. I think it was mostly due to just not thorough testing.” — Sergey Brin, referring to Google’s unsuccessful rollout of Gemini on March

Fine-tune Google Gemma with Unsloth and Distilled DPO on Your Computer

Following Hugging Face’s Zephyr recipe Continue reading on Towards Data Science »

How Computers Work: For The Greenhorns Amongst Us.

A Beginner’s Guide to Understanding How PCs Operate. Continue reading on Towards Data Science »

Demystifying CDC: Understanding Change Data Capture in Plain Words

In my work experiences (in the field of Big Data analysis and Data Engineering), the projects are always different, but they always follow… Continue reading on Towards Data Science »