Browsing: Data Science
10 min read·Dec 11, 2023CLIP, which stands for Contrastive Language-Image Pretraining, is a deep learning model developed by OpenAI in 2021. CLIP’s embeddings for images and…
PYTHON PROGRAMMINGTuples are a powerful Python type — but named tuples even more so!Named tuples join the strengths of names and tuples. Photo by Ainur Iman…
A Clinical Perspective on Medical InnovationImage generated by Dall-E 3Being an oncologic surgeon is my primary job and passion. It allows me to interact with people…
Learning to code when AI assistants already master the skillImage created by author using Midjourney.The revelation came in the summer of 2023, when I took on…
Boost the performance of your supervised fine-tuned modelsImage by authorPre-trained Large Language Models (LLMs) can only perform next-token prediction, making them unable to answer questions. This…
Teaching Chatbots to Say “I Don’t Know”10 min read·10 hours agoPhoto by visuals on UnsplashWho is Evelyn Hartwell?Evelyn Hartwell is an American author, speaker, and life…
Decision trees and random forests are widely adopted classification and regression techniques in machine learning. Decision trees are favored for their interpretability, while random forests stand…
Turn a government PDF into a financial planning toolPhoto by Robert Murray on Unsplash!Hierarchical data is a data model where items are linked to each other…
Photo by Mathew Schwartz on UnsplashIn the previous article, we discussed the surprising behavior of data in higher dimensions. We found that volume tends to accumulate…
There exist publicly accessible data which describe the socio-economic characteristics of a geographic location. In Australia where I reside, the Government through the Australian Bureau of…