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 ...
Read more LLM-as-a-Judge: A Practical Guide | Towards Data Science
If features powered by LLMs, you already know how important evaluation is. Getting a model to say something is easy, ...
Read more Understanding Application Performance with Roofline Modeling
with calculating an application’s performance is that the real-world performance and theoretical performance can differ. With an ecosystem of products ...
Read more Why You Should Not Replace Blanks with 0 in Power BI
watching Jeffrey Wang as a live stream guest with Reid Havens, and one of the dozen wonderful things that Jeffrey shared ...
Read more Beyond Model Stacking: The Architecture Principles That Make Multimodal AI Systems Work
1. It with a Vision While rewatching Iron Man, I found myself captivated by how deeply JARVIS could understand a ...
Read more Understanding Matrices | Part 2: Matrix-Matrix Multiplication
In the first story [1] of this series, we have: Addressed multiplication of a matrix by a vector, Introduced the ...
Read more Beyond Code Generation: Continuously Evolve Text with LLMs
the initial response from an LLM doesn’t suit you? You rerun it, right? Now, if you were to automate that… ...
Read more Why Open Source is No Longer Optional — And How to Make it Work for Your Business
DeepSeek’s flagship chatbot took the world by storm at the beginning of this year. Its meteoric rise to the top ...
Read more 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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