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Six Lessons Learned Building RAG Systems in Production

Six Lessons Learned Building RAG Systems in Production

by Dr. Owns | Dec 19, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Best practices for data quality, retrieval design, and evaluation in production RAG systems The post Six Lessons Learned Building RAG Systems in Production appeared first on Towards Data Science. ​Best practices for data quality, retrieval design, and evaluation in...
Six Lessons Learned Building RAG Systems in Production

2025 Must-Reads: Agents, Python, LLMs, and More

by Dr. Owns | Dec 18, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Don’t miss our most popular articles of the past year! The post 2025 Must-Reads: Agents, Python, LLMs, and More appeared first on Towards Data Science. ​Don’t miss our most popular articles of the past year! The post 2025 Must-Reads: Agents, Python, LLMs,...
Six Lessons Learned Building RAG Systems in Production

The Machine Learning “Advent Calendar” Day 18: Neural Network Classifier in Excel

by Dr. Owns | Dec 18, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Understanding forward propagation and backpropagation through explicit formulas The post The Machine Learning “Advent Calendar” Day 18: Neural Network Classifier in Excel appeared first on Towards Data Science. ​Understanding forward propagation and backpropagation...
Six Lessons Learned Building RAG Systems in Production

4 Ways to Supercharge Your Data Science Workflow with Google AI Studio

by Dr. Owns | Dec 18, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

With concrete examples of using AI Studio Build mode to learn faster, prototype smarter, communicate clearer, and automate quicker. The post 4 Ways to Supercharge Your Data Science Workflow with Google AI Studio appeared first on Towards Data Science. ​With concrete...
Six Lessons Learned Building RAG Systems in Production

The Subset Sum Problem Solved in Linear Time for Dense Enough Inputs

by Dr. Owns | Dec 18, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

An optimal solution to the well-known NP-complete problem, when the input values are close enough to each other. The post The Subset Sum Problem Solved in Linear Time for Dense Enough Inputs appeared first on Towards Data Science. ​An optimal solution to the...
Six Lessons Learned Building RAG Systems in Production

Generating Artwork in Python Inspired by Hirst’s Million-Dollar Spots Painting

by Dr. Owns | Dec 18, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Using Python to generate art The post Generating Artwork in Python Inspired by Hirst’s Million-Dollar Spots Painting appeared first on Towards Data Science. ​Using Python to generate art The post Generating Artwork in Python Inspired by Hirst’s Million-Dollar Spots...
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