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How to Overlay a Heatmap on a Real Map with Python

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

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 ...
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Run Your Python Code up to 80x Faster Using the Cython Library

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 ...
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Taking ResNet to the Next Level

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, ...
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How to Access NASA’s Climate Data — And How It’s Powering the Fight Against Climate Change Pt. 1

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 ...
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STOP Building Useless ML Projects – What Actually Works

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 ...
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Data Science: From School to Work, Part V

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 ...
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Hitchhiker’s Guide to RAG with ChatGPT API and LangChain

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 ...
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What PyTorch Really Means by a Leaf Tensor and Its Grad

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 ...
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From Configuration to Orchestration: Building an ETL Workflow with AWS Is No Longer a Struggle

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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