Machine Learning

📌 What Advent of Code Has Taught Me About Data Science 🗂 Category: PROGRAMMING 🕒 Date: 2025-12-31 | ⏱️ Read time: 10 min read Five key learnings that I discovered during a programming challenge and how they apply to… #DataScience #AI #Python

📌 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 #DataScience #AI #Python

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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 #DataScience #AI #Python

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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. #DataScience #AI #Python

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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 #DataScience #AI #Python

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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) #DataScience #AI #Python

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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… #DataScience #AI #Python

📌 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 #DataScience #AI #Python

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