Browsing: Data Science
Photo by ThisisEngineering RAEng on UnsplashDescribing the nature with the help of analytical expressions verified through experiments has been a hallmark of the success of science…
The class neighborhood of a dataset can be learned using soft nearest neighbor lossIn this article, we discuss how to implement the soft nearest neighbor loss…
Data Science FundamentalsBeginner’s practical guide to discrete optimisation in Python10 min read·14 hours agoData Scientists tackle a wide range of real-life problems using data and various…
How to avoid overfitting whilst training your neural networkhttps://www.flaticon.com/free-icons/neural-network. title=”neural network icons.” Neural network icons created by Vectors Tank — Flaticon.BackgroundWhat is Overfitting?Lasso (L1) and Ridge…
Natural Language Processing | Machine Learning | Chat GPTExploring the architecture of OpenAI’s Generative Pre-trained Transformers.“Mixture Expert” by the author using MidJourney. All images by the…
How does caching work, and ways to cache your functionsPhoto by Nana Smirnova on UnsplashWhen repeated function calls are made with the same argument, this causes…
Three simple heuristics for recognising AI eligible project ideasImage by TheDigitalArtist on pixabay.In a product organisation aiming to build AI capabilities into their products and services,…
If you are a Mac or Linux user, you are in luck! This process will be relatively simple by running the following command:pip install torchvision &&…
Make your code more efficient and professional with these language-agnostic methodsPhoto by Shubham Dhage on UnsplashMake it work first, then make it fast. This is one…
I’m glad you brought up this question. To get straight to the point, we typically avoid p values less than 1 because they lead to non-convex…