Editors Pick

Tips on how to Overlay a Heatmap on a Real Map with Python

need a straightforward, engaging, and scalable method for presenting geospatial data, they often turn to a . This 2D visualization divides a map into equal-sized grid cells and uses color to represent the...

What Can the History of Data Tell Us Concerning the Way forward for AI?

I actually have decided to jot down concerning the history of information for several reasons. First, I work in data, and I wish to know the history of my field. Second, I imagine one...

Easy Guide to Multi-Armed Bandits: A Key Concept Before Reinforcement Learning

make smart decisions when it starts out knowing nothing and may only learn through trial and error? This is strictly what one in all the best but most vital models in reinforcement learning is...

Reducing Time to Value for Data Science Projects: Part 3

Parts 1 and a couple of of this series focussed on the technical aspect of improving the experimentation process. This began with rethinking how code is created, stored and used, and ended with utilising...

Hitchhiker’s Guide to RAG: From Tiny Files to Tolstoy with OpenAI’s API and LangChain

, I walked you thru organising a quite simple RAG pipeline in Python, using OpenAI’s API, LangChain, and your local files. In that post, I cover the very basics of making embeddings out of...

Software Engineering within the LLM Era

engineering space, debates about whether using LLMs in coding is or a foul idea are raging. On the extremes, there are some individuals who think that any use of LLMs in coding...

Rethinking Data Science Interviews within the Age of AI

AI is rewriting the day-to-day of knowledge scientists. , data scientists must learn improve productivity and unlock recent possibilities with AI. Meanwhile, this transformation also poses a challenge to hiring managers: find...

Fairness Pruning: Precision Surgery to Reduce Bias in LLMs

a brand new model optimization method may be difficult, however the goal of this text is crystal clear: to showcase a pruning technique designed to not make models smaller, but to make them...

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