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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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Abstract Classes: A Software Engineering Concept Data Scientists Must Know To Succeed

Abstract Classes: A Software Engineering Concept Data Scientists Must Know To Succeed
you should read this article If you are planning to go into data science, be it a graduate or a ...
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Grad-CAM from Scratch with PyTorch Hooks

Grad-CAM from Scratch with PyTorch Hooks
car stops suddenly. Worryingly, there is no stop sign in sight. The engineers can only make guesses as to why ...
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Mobile App Development with Python | Towards Data Science

Mobile App Development with Python | Towards Data Science
Mobile App Development is the process of building an application for mobile devices, such as smartphones and tablets. Generally, mobile ...
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5 Crucial Tweaks That Will Make Your Charts Accessible to People with Visual Impairments

5 Crucial Tweaks That Will Make Your Charts Accessible to People with Visual Impairments
Approximately 4.5% of the world’s population is colorblind. million people worldwide having just one type of visual impairment. The numbers ...
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How I Automated My Machine Learning Workflow with Just 10 Lines of Python

How I Automated My Machine Learning Workflow with Just 10 Lines of Python
is magical — until you’re stuck trying to decide which model to use for your dataset. Should you go with a random ...
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Prescriptive Modeling Unpacked: A Complete Guide to Intervention With Bayesian Modeling.

Prescriptive Modeling Unpacked: A Complete Guide to Intervention With Bayesian Modeling.
In this article, I will demonstrate how to move from simply forecasting outcomes to actively intervening in systems to steer ...
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