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

🗂 Category: DATA SCIENCE

🕒 Date: 2025-12-24 | ⏱️ Read time: 7 min read

How cyclical encoding improves machine learning prediction

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📌 4 Techniques to Optimize AI Coding Efficiency

🗂 Category: PROGRAMMING

🕒 Date: 2025-12-24 | ⏱️ Read time: 8 min read

Learn how to code more effectively using AI

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

🗂 Category: STATISTICS

🕒 Date: 2025-12-24 | ⏱️ Read time: 11 min read

Multiple hypothesis testing, P-values, and Monte Carlo

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📌 Keeping Probabilities Honest: The Jacobian Adjustment

🗂 Category: DATA SCIENCE

🕒 Date: 2025-12-25 | ⏱️ Read time: 10 min read

An intuitive explanation of transforming random variables correctly.

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

🗂 Category: DATA SCIENCE

🕒 Date: 2025-12-25 | ⏱️ Read time: 9 min read

MAP and MRR look intuitive, but they quietly break ranking evaluation. Here’s why these metrics…

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

🗂 Category: PROGRAMMING

🕒 Date: 2025-12-26 | ⏱️ Read time: 13 min read

A hands-on tour of using cProfile + SnakeViz to find (and fix) the “hot” paths…

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

🗂 Category: DATA ENGINEERING

🕒 Date: 2025-12-26 | ⏱️ Read time: 11 min read

A step-by-step guide from weather API ETL to dashboard on Databricks

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📌 Exploring TabPFN: A Foundation Model Built for Tabular Data

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-12-27 | ⏱️ Read time: 11 min read

Understanding the architecture, training pipeline and implementing TabPFN in practice

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📌 How IntelliNode Automates Complex Workflows with Vibe Agents

🗂 Category: AGENTIC AI

🕒 Date: 2025-12-27 | ⏱️ Read time: 6 min read

Many AI systems focus on isolated tasks or simple prompt engineering. This approach allowed us…

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

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-12-28 | ⏱️ Read time: 9 min read

A practical guide to Hugging Face Transformers and to how you can analyze your resumé…

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📌 Breaking the Hardware Barrier: Software FP8 for Older GPUs

🗂 Category: DEEP LEARNING

🕒 Date: 2025-12-28 | ⏱️ Read time: 8 min read

Deep learning workloads are increasingly memory-bound, with GPU cores sitting idle while waiting for data…

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📌 How to Facilitate Effective AI Programming

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-12-29 | ⏱️ Read time: 7 min read

How to ensure your coding agent has the same context as you

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📌 Machine Learning vs AI Engineer: What Are the Differences?

🗂 Category: CAREER ADVICE

🕒 Date: 2025-12-29 | ⏱️ Read time: 7 min read

One of the most confusing questions in tech right now is: What is the difference…

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📌 Implementing Vibe Proving with Reinforcement Learning

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-12-29 | ⏱️ Read time: 9 min read

How to make LLMs reason with verifiable, step-by-step logic (Part 2)

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📌 Overcoming Nonsmoothness and Control Chattering in Nonconvex Optimal Control Problems

🗂 Category: ROBOTICS

🕒 Date: 2025-12-30 | ⏱️ Read time: 17 min read

With some hints for good numerics

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

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-12-30 | ⏱️ Read time: 8 min read

AUC measures how well a model ranks positives above negatives, independent of any chosen threshold.

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📌 Agents Under the Curve (AUC)

🗂 Category: AGENTIC AI

🕒 Date: 2025-12-30 | ⏱️ Read time: 15 min read

Towards understanding if your agentic solution is actually better

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📌 Production-Ready LLMs Made Simple with the NeMo Agent Toolkit

🗂 Category: AGENTIC AI

🕒 Date: 2025-12-31 | ⏱️ Read time: 23 min read

From simple chat to multi-agent reasoning and real-time REST APIs

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