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Wednesday, December 31, 2025

Production-Ready LLMs Made Simple with the NeMo Agent Toolkit

December 31, 2025 by Data Analyst

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What Advent of Code Has Taught Me About Data Science

December 31, 2025 by Data Analyst

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Chunk Size as an Experimental Variable in RAG Systems

December 31, 2025 by Data Analyst

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The Machine Learning “Advent Calendar” Bonus 2: Gradient Descent Variants in Excel

December 31, 2025 by Data Analyst

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Tuesday, December 30, 2025

Overcoming Nonsmoothness and Control Chattering in Nonconvex Optimal Control Problems

December 30, 2025 by Data Analyst

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The Machine Learning “Advent Calendar” Bonus 1: AUC in Excel

December 30, 2025 by Data Analyst

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Agents Under the Curve (AUC)

December 30, 2025 by Data Analyst

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Monday, December 29, 2025

How to Facilitate Effective AI Programming

December 29, 2025 by Data Analyst

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Machine Learning vs AI Engineer: What Are the Differences?

December 29, 2025 by Data Analyst

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Implementing Vibe Proving with Reinforcement Learning

December 29, 2025 by Data Analyst

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Sunday, December 28, 2025

Breaking the Hardware Barrier: Software FP8 for Older GPUs

December 28, 2025 by Data Analyst

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Hugging Face Transformers in Action: Learning How To Leverage AI for NLP

December 28, 2025 by Data Analyst

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Saturday, December 27, 2025

Exploring TabPFN: A Foundation Model Built for Tabular Data

December 27, 2025 by Data Analyst

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How IntelliNode Automates Complex Workflows with Vibe Agents

December 27, 2025 by Data Analyst

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Friday, December 26, 2025

Think Your Python Code Is Slow? Stop Guessing and Start Measuring

December 26, 2025 by Data Analyst

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How to Build an AI-Powered Weather ETL Pipeline with Databricks and GPT-4o: From API To Dashboard

December 26, 2025 by Data Analyst

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Thursday, December 25, 2025

Keeping Probabilities Honest: The Jacobian Adjustment

December 25, 2025 by Data Analyst

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Why MAP and MRR Fail for Search Ranking (and What to Use Instead)

December 25, 2025 by Data Analyst

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Wednesday, December 24, 2025

The Machine Learning “Advent Calendar” Day 24: Transformers for Text in Excel

December 24, 2025 by Data Analyst

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Is Your Model Time-Blind? The Case for Cyclical Feature Encoding

December 24, 2025 by Data Analyst

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4 Techniques to Optimize AI Coding Efficiency

December 24, 2025 by Data Analyst

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Bonferroni vs. Benjamini-Hochberg: Choosing Your P-Value Correction

December 24, 2025 by Data Analyst

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Tuesday, December 23, 2025

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

December 23, 2025 by Data Analyst

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How Agents Plan Tasks with To-Do Lists

December 23, 2025 by Data Analyst

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

December 23, 2025 by Data Analyst

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Synergy in Clicks: Harsanyi Dividends for E-Commerce

December 23, 2025 by Data Analyst

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Monday, December 22, 2025

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

December 22, 2025 by Data Analyst

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The Geometry of Laziness: What Angles Reveal About AI Hallucinations

December 22, 2025 by Data Analyst

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Understanding Vibe Proving

December 22, 2025 by Data Analyst

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What Happens When You Build an LLM Using Only 1s and 0s

December 22, 2025 by Data Analyst

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Sunday, December 21, 2025

How to Do Evals on a Bloated RAG Pipeline

December 21, 2025 by Data Analyst

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Tools for Your LLM: a Deep Dive into MCP

December 21, 2025 by Data Analyst

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Saturday, December 20, 2025

Understanding the Generative AI User

December 20, 2025 by Data Analyst

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

December 20, 2025 by Data Analyst

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Friday, December 19, 2025

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

December 19, 2025 by Data Analyst

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Agentic AI Swarm Optimization using Artificial Bee Colonization (ABC)

December 19, 2025 by Data Analyst

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How I Optimized My Leaf Raking Strategy Using Linear Programming

December 19, 2025 by Data Analyst

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Six Lessons Learned Building RAG Systems in Production

December 19, 2025 by Data Analyst

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Thursday, December 18, 2025

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

December 18, 2025 by Data Analyst

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

December 18, 2025 by Data Analyst

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

December 18, 2025 by Data Analyst

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

December 18, 2025 by Data Analyst

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Wednesday, December 17, 2025

A Practical Toolkit for Time Series Anomaly Detection, Using Python

December 17, 2025 by Data Analyst

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The Machine Learning “Advent Calendar” Day 17: Neural Network Regressor in Excel

December 17, 2025 by Data Analyst

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Production-Grade Observability for AI Agents: A Minimal-Code, Configuration-First Approach

December 17, 2025 by Data Analyst

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3 Techniques to Effectively Utilize AI Agents for Coding

December 17, 2025 by Data Analyst

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Tuesday, December 16, 2025

When (Not) to Use Vector DB

December 16, 2025 by Data Analyst

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Separate Numbers and Text in One Column Using Power Query

December 16, 2025 by Data Analyst

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The Machine Learning “Advent Calendar” Day 16: Kernel Trick in Excel

December 16, 2025 by Data Analyst

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Lessons Learned After 8 Years of Machine Learning

December 16, 2025 by Data Analyst

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