Skip to content How to Overlay a Heatmap on a Real Map with Python
need a simple, engaging, and scalable method for presenting geospatial data, they often turn to a heatmap. This 2D visualization ...
Read more Hitchhiker’s Guide to RAG: From Tiny Files to Tolstoy with OpenAI’s API and LangChain
, I walked you through setting up a very simple RAG pipeline in Python, using OpenAI’s API, LangChain, and your ...
Read more Run Your Python Code up to 80x Faster Using the Cython Library
excellent language for rapid prototyping and code development, but one thing I often hear people say about using it is ...
Read more Taking ResNet to the Next Level
If you read the title of this article, you might probably think that ResNeXt is directly derived from ResNet. Well, ...
Read more How to Access NASA’s Climate Data — And How It’s Powering the Fight Against Climate Change Pt. 1
can’t think of a more important dataset. Just today, I saw a headline like this: ‘Heat Waves Are Getting More ...
Read more STOP Building Useless ML Projects – What Actually Works
all the time: “What projects should I do to get a job in data science or machine learning?” This question ...
Read more Data Science: From School to Work, Part V
Make it work, then make it beautiful, then if you really, really have to, make it fast. 90 percent of ...
Read more Hitchhiker’s Guide to RAG with ChatGPT API and LangChain
generate tons of words and responses based on general knowledge, but what happens when we need answers requiring accurate and ...
Read more What PyTorch Really Means by a Leaf Tensor and Its Grad
isn’t yet another explanation of the chain rule. It’s a tour through the bizarre side of autograd — where gradients ...
Read more From Configuration to Orchestration: Building an ETL Workflow with AWS Is No Longer a Struggle
to lead the cloud industry with a whopping 32% share due to its early market entry, robust technology and comprehensive ...
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