Browsing: Data Science
Make beautiful multi-scale plots with matplotlib in 3 easy steps.Large-magnitude outliers, tiny features, and sharp spikes are common frustrations to data visualization. All three can make…
A deep dive into the strategies I learned for harnessing the power of Large Language ModelsCelebrating a milestone — The real win was the priceless learning…
Image created with Microsoft DesignerUnderstanding vision capabilities of Large Multimodal ModelsThe recent advances in Generative AI have enabled the development of Large Multimodal Models (LMMs) that…
MSE, Log Loss, Cross Entropy, RMSE, and the Foundational Principles of Popular Loss FunctionsPhoto by William Warby on UnsplashWelcome back! In the ‘Courage to Learn ML’…
How to add Llama Guard to your RAG pipelines to moderate LLM inputs and outputs and combat prompt injectionImage generated by DALL-E 3 by the authorLLM…
Once in a while, for more efficient allocation of resources, the Government may collect data from individuals or households about their demographic characteristics, such as age,…
Here we won’t start from scratch. As stated earlier, we already developed the code that builds a Pyomo model of the TSP and solves it in…
A comprehensive guide to the best open-source GIS software11 min read·23 hours agoPhoto by Louis Hansel on UnsplashMore than 10 years ago when I started my…
My learnings from Databricks customer engagementsFigure 1: a technical diagram of how to write apache spark. Image by author.At Databricks, I help large retail organizations deploy…
Photo by Jason Goodman on UnsplashHow to up-level your structured problem solving skills and communication skillsSo you have brushed up on ML concepts, practiced Python and…