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

🗂 Category: PROGRAMMING

🕒 Date: 2025-12-18 | ⏱️ Read time: 6 min read

Using Python to generate art

#DataScience #AI #Python

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

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-12-18 | ⏱️ Read time: 12 min read

Understanding forward propagation and backpropagation through explicit formulas

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📌 The Machine Learning “Advent Calendar” Day 19: Bagging in Excel

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-12-19 | ⏱️ Read time: 11 min read

Understanding ensemble learning from first principles in Excel

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📌 Agentic AI Swarm Optimization using Artificial Bee Colonization (ABC)

🗂 Category: AGENTIC AI

🕒 Date: 2025-12-19 | ⏱️ Read time: 27 min read

Using Agentic AI prompts with the Artificial Bee Colony algorithm to enhance unsupervised clustering and…

#DataScience #AI #Python

📌 How I Optimized My Leaf Raking Strategy Using Linear Programming

🗂 Category: DATA SCIENCE

🕒 Date: 2025-12-19 | ⏱️ Read time: 13 min read

From a weekend chore to a fun application of valuable operations research principles

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📌 Six Lessons Learned Building RAG Systems in Production

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-12-19 | ⏱️ Read time: 10 min read

Best practices for data quality, retrieval design, and evaluation in production RAG systems

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📌 Understanding the Generative AI User

🗂 Category: PRODUCT MANAGEMENT

🕒 Date: 2025-12-20 | ⏱️ Read time: 11 min read

What do regular technology users think (and know) about AI?

#DataScience #AI #Python

📌 EDA in Public (Part 2): Product Deep Dive & Time-Series Analysis in Pandas

🗂 Category: DATA SCIENCE

🕒 Date: 2025-12-20 | ⏱️ Read time: 9 min read

Learn how to analyze product performance, extract time-series features, and uncover key seasonal trends in…

#DataScience #AI #Python

📌 Tools for Your LLM: a Deep Dive into MCP

🗂 Category: LLM APPLICATIONS

🕒 Date: 2025-12-21 | ⏱️ Read time: 8 min read

MCP is a key enabler into turning your LLM into an agent by providing it…

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📌 How to Do Evals on a Bloated RAG Pipeline

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-12-21 | ⏱️ Read time: 71 min read

Comparing metrics across datasets and models

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📌 The Geometry of Laziness: What Angles Reveal About AI Hallucinations

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-12-22 | ⏱️ Read time: 12 min read

A story about failing forward, spheres you can’t visualize, and why sometimes the math knows…

#DataScience #AI #Python

📌 Understanding Vibe Proving

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-12-22 | ⏱️ Read time: 18 min read

How to make LLMs reason with verifiable, step-by-step logic (Part 1)

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📌 The Machine Learning “Advent Calendar” Day 22: Embeddings in Excel

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-12-22 | ⏱️ Read time: 8 min read

Understanding text embeddings through simple models and Excel

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📌 Synergy in Clicks: Harsanyi Dividends for E-Commerce

🗂 Category: DATA SCIENCE

🕒 Date: 2025-12-23 | ⏱️ Read time: 19 min read

A brief overview of the math behind the Harsanyi Dividend and a real-world application in…

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📌 The Machine Learning “Advent Calendar” Day 21: Gradient Boosted Decision Tree Regressor in Excel

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-12-22 | ⏱️ Read time: 10 min read

Gradient descent in function space with decision trees

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📌 The Machine Learning “Advent Calendar” Day 20: Gradient Boosted Linear Regression in Excel

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-12-22 | ⏱️ Read time: 10 min read

From Random Ensembles to Optimization: Gradient Boosting Explained

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📌 ChatLLM Presents a Streamlined Solution to Addressing the Real Bottleneck in AI

🗂 Category: SPONSORED CONTENT

🕒 Date: 2025-12-22 | ⏱️ Read time: 8 min read

For the last couple of years, a lot of the conversation around AI has revolved…

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📌 The Machine Learning “Advent Calendar” Day 23: CNN in Excel

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-12-23 | ⏱️ Read time: 8 min read

A step-by-step 1D CNN for text, built in Excel, where every filter, weight, and decision…

#DataScience #AI #Python

📌 How Agents Plan Tasks with To-Do Lists

🗂 Category: AGENTIC AI

🕒 Date: 2025-12-23 | ⏱️ Read time: 7 min read

Understanding the process behind agentic planning and task management in LangChain

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📌 Stop Retraining Blindly: Use PSI to Build a Smarter Monitoring Pipeline

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-12-23 | ⏱️ Read time: 6 min read

A data scientist’s guide to population stability index (PSI)

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