Beyond ROC-AUC and KS: The Gini Coefficient, Explained Simply
discussed about classification metrics like ROC-AUC and Kolmogorov-Smirnov (KS) Statistic in previous blogs. In this blog, we will explore another ...
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Learning Triton One Kernel At a Time: Vector Addition
, a little optimisation goes a long way. Models like GPT4 cost more than $100 millions to train, which makes ...
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Building a Video Game Recommender System with FastAPI, PostgreSQL, and Render: Part 2
Getting Started In part 1 we walked through the process of setting up a board game recommendation system leveraging FastAPI ...
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Python Can Now Call Mojo | Towards Data Science
, ML engineers, and software developers, optimising every bit of performance from our codebases can be a crucial consideration. If ...
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An Interactive Guide to 4 Fundamental Computer Vision Tasks Using Transformers
and Vision Model? Computer Vision is a subdomain in artificial intelligence with a wide range of applications focusing on image ...
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Using Python to Build a Calculator
Calculators date back to the 17th century, with the first calculator created in the form of a mechanical device. Over ...
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How to Become a Machine Learning Engineer (Step-by-Step)
machine learning engineers are currently the highest-paid tech professionals in the UK? According to Levels.fyi, the average salary is almost ...
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Docling: The Document Alchemist | Towards Data Science
Why do we still wrestle with documents in 2025? in any data-driven organisation, and you’ll encounter a host of PDFs, Word ...
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Is Your Training Data Representative? A Guide to Checking with PSI in Python
To get the most out of this tutorial, you should have a solid understanding of how to compare two distributions. ...
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How to Build an AI Budget-Planning Optimizer for Your 2026 CAPEX Review: LangGraph, FastAPI, and n8n
was the UI for complex budget planning, with an AI agent handling the optimisation behind the scenes? If I could ...
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