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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Analysis of Sales Shift in Retail with Causal Impact: A Case Study at Carrefour
Disclosure: I work at Carrefour. The views expressed in this article are my own. The data and examples presented are ...
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A Visual Guide to Tuning Gradient Boosted Trees
Introduction My previous posts looked at the bog-standard decision tree and the wonder of a random forest. Now, to complete ...
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The Rise of Semantic Entity Resolution
This post introduces the emerging field of semantic entity resolution for knowledge graphs, which uses language models to automate the ...
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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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LangChain for EDA: Build a CSV Sanity-Check Agent in Python
, agents perform actions. That’s exactly what we’re going to try out in today’s article. In this article, we’ll use ...
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Extracting Structured Data with LangExtract: A Deep Dive into LLM-Orchestrated Workflows
Having developed raw LLM workflows for structured extraction tasks, I have observed several pitfalls in them over time. In one ...
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Understanding Matrices | Part 4: Matrix Inverse
of this series [1], [2], and [3], we have observed: interpretation of multiplication of a matrix by a vector, the ...
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