Machine Learning
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Real Machine Learning — simple, practical, and built on experience.
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📌 Decisioning at the Edge: Policy Matching at Scale

🗂 Category: DATA SCIENCE

🕒 Date: 2026-02-24 | ⏱️ Read time: 13 min read

Policy-to-Agency Optimization with PuLP

#DataScience #AI #Python
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📌 Aliasing in Audio, Easily Explained: From Wagon Wheels to Waveforms

🗂 Category: MACHINE LEARNING

🕒 Date: 2026-02-25 | ⏱️ Read time: 21 min read

Understanding the foundational distortion of digital audio from first principles, with worked examples and visual…

#DataScience #AI #Python
📌 How to Define the Modeling Scope of an Internal Credit Risk Model

🗂 Category: DATA SCIENCE

🕒 Date: 2026-02-25 | ⏱️ Read time: 9 min read

Dataset construction for Internal Ratings-Based (IRB) Probability of Default (PD) models

#DataScience #AI #Python
📌 Scaling Feature Engineering Pipelines with Feast and Ray

🗂 Category: MACHINE LEARNING

🕒 Date: 2026-02-25 | ⏱️ Read time: 11 min read

Utilizing feature stores like Feast and distributed compute frameworks like Ray in production machine learning systems

#DataScience #AI #Python
📌 Breaking the Host Memory Bottleneck: How Peer Direct Transformed Gaudi’s Cloud Performance

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2026-02-25 | ⏱️ Read time: 9 min read

Engineering RDMA-like performance over cloud host NICs using libfabric, DMA-BUF, and HCCL to restore distributed…

#DataScience #AI #Python
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📌 A Generalizable MARL-LP Approach for Scheduling in Logistics

🗂 Category: MACHINE LEARNING

🕒 Date: 2026-02-26 | ⏱️ Read time: 17 min read

Part 1. Hybrid Solution for Dynamic Vehicle Routing — Context and Architecture

#DataScience #AI #Python
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📌 Detecting and Editing Visual Objects with Gemini

🗂 Category: LLM APPLICATIONS

🕒 Date: 2026-02-26 | ⏱️ Read time: 34 min read

A practical guide to identifying, restoring, and transforming elements within your images

#DataScience #AI #Python
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Free access to over 40 courses

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📌 Designing Data and AI Systems That Hold Up in Production

🗂 Category: AUTHOR SPOTLIGHTS

🕒 Date: 2026-02-26 | ⏱️ Read time: 6 min read

A system-level perspective on architecture, agents, and responsible scale

#DataScience #AI #Python
📌 Take a Deep Dive into Filtering in DAX

🗂 Category: DATA ANALYSIS

🕒 Date: 2026-02-26 | ⏱️ Read time: 13 min read

Have you ever wondered what happens when you apply a filter in a DAX expression?…

#DataScience #AI #Python
📌 Coding the Pong Game from Scratch in Python

🗂 Category: PROGRAMMING

🕒 Date: 2026-02-27 | ⏱️ Read time: 18 min read

Implementing the classic Pong game in Python using OOP and Turtle

#DataScience #AI #Python
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📌 Stop Asking if a Model Is Interpretable

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2026-02-27 | ⏱️ Read time: 6 min read

Start asking what question the explanation should answer.

#DataScience #AI #Python
📌 Generative AI, Discriminative Human

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2026-02-27 | ⏱️ Read time: 14 min read

How to think critically about AI in an ocean of hype

#DataScience #AI #Python
📌 The Gap Between Junior and Senior Data Scientists Isn’t Code

🗂 Category: DATA SCIENCE

🕒 Date: 2026-02-27 | ⏱️ Read time: 6 min read

Why my obsession with complex algorithms was actually holding my career back.

#DataScience #AI #Python
📌 Claude Skills and Subagents: Escaping the Prompt Engineering Hamster Wheel

🗂 Category: AGENTIC AI

🕒 Date: 2026-02-28 | ⏱️ Read time: 17 min read

How reusable, lazy-loaded instructions solve the context bloat problem in AI-assisted development.

#DataScience #AI #Python
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📌 Scaling ML Inference on Databricks: Liquid or Partitioned? Salted or Not?

🗂 Category: DATA ENGINEERING

🕒 Date: 2026-02-28 | ⏱️ Read time: 11 min read

A case study on techniques to maximize your clusters

#DataScience #AI #Python
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📌 Zero-Waste Agentic RAG: Designing Caching Architectures to Minimize Latency and LLM Costs at Scale

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2026-03-01 | ⏱️ Read time: 19 min read

Reducing LLM costs by 30% with validation-aware, multi-tier caching

#DataScience #AI #Python
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📌 Context Engineering as Your Competitive Edge

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2026-03-01 | ⏱️ Read time: 13 min read

If you have both unique domain expertise and know how to make it usable to…

#DataScience #AI #Python
📌 Exciting Changes Are Coming to the TDS Author Payment Program

🗂 Category: WRITING

🕒 Date: 2026-03-02 | ⏱️ Read time: 2 min read

Authors can now benefit from updated earning tiers and a higher article cap

#DataScience #AI #Python
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