📌 I Reduced My Pandas Runtime by 95% — Here’s What I Was Doing Wrong

🗂 Category: PROGRAMMING

🕒 Date: 2026-04-26 | ⏱️ Read time: 18 min read

Most slow Pandas code “works”, until it doesn’t. Learn how to spot hidden bottlenecks, avoid…

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📌 Comparing Explicit Measures to Calculation Groups in Tabular Models

🗂 Category: DATA MODELING

🕒 Date: 2026-04-27 | ⏱️ Read time: 6 min read

With the advent of UDFs and their combination with calculation groups, I see a lot…

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📌 A Career in Data Is Not Always a Straight Line, and That’s Okay

🗂 Category: AUTHOR SPOTLIGHTS

🕒 Date: 2026-04-27 | ⏱️ Read time: 9 min read

Sabrine Bendimerad on why flexibility is a crucial data science skill, the risks of outsourcing…

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📌 The Next Frontier of AI in Production Is Chaos Engineering

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2026-04-28 | ⏱️ Read time: 18 min read

Blast-radius control tells you how much to break. Intent tells you what breaking it will…

#DataScience #AI #Python

📌 PyTorch NaNs Are Silent Killers — So I Built a 3ms Hook to Catch Them at the Exact Layer

🗂 Category: DEEP LEARNING

🕒 Date: 2026-04-28 | ⏱️ Read time: 11 min read

NaNs don’t crash your training — they quietly destroy it. After losing hours to a…

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📌 Let the AI Do the Experimenting

🗂 Category: AGENTIC AI

🕒 Date: 2026-04-28 | ⏱️ Read time: 14 min read

Using autoresearch to optimise marketing campaigns under budget constraints

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📌 Correlation Doesn’t Mean Causation! But What Does It Mean?

🗂 Category: DATA SCIENCE

🕒 Date: 2026-04-28 | ⏱️ Read time: 6 min read

What does correlation tells us?

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📌 Ensembles of Ensembles of Ensembles: A Guide to Stacking

🗂 Category: MACHINE LEARNING

🕒 Date: 2026-04-29 | ⏱️ Read time: 9 min read

The best machine learning model is not one model

#DataScience #AI #Python

📌 Agentic AI: How to Save on Tokens

🗂 Category: AGENTIC AI

🕒 Date: 2026-04-29 | ⏱️ Read time: 26 min read

Caching, lazy-loading, routing, compaction, and more

#DataScience #AI #Python

📌 System Design Series: Apache Flink from 10,000 Feet, and Building a Flink-powered Recommendation Engine

🗂 Category: DATA SCIENCE

🕒 Date: 2026-04-29 | ⏱️ Read time: 17 min read

A deep dive into how Apache Flink works, why it exists, and learning it while…

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📌 4 YAML Files Instead of PySpark: How We Let Analysts Build Data Pipelines Without Engineers

🗂 Category: DATA ENGINEERING

🕒 Date: 2026-04-29 | ⏱️ Read time: 10 min read

How we replaced Python pipelines with dlt, dbt, and Trino — and cut delivery time…

#DataScience #AI #Python

📌 A Gentle Introduction to Stochastic Programming

🗂 Category: MATHEMATICS

🕒 Date: 2026-04-30 | ⏱️ Read time: 15 min read

How to make decisions when your spreadsheet is lying about the future

#DataScience #AI #Python

📌 Proxy-Pointer RAG: Multimodal Answers Without Multimodal Embeddings

🗂 Category: LARGE LANGUAGE MODEL

🕒 Date: 2026-04-30 | ⏱️ Read time: 15 min read

Structure is all you need

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📌 How to Study the Monotonicity and Stability of Variables in a Scoring Model using Python

🗂 Category: DATA SCIENCE

🕒 Date: 2026-04-30 | ⏱️ Read time: 10 min read

How can you validate that your variables tell a consistent risk?

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📌 Why AI Engineers Are Moving Beyond LangChain to Native Agent Architectures

🗂 Category: AGENTIC AI

🕒 Date: 2026-04-30 | ⏱️ Read time: 8 min read

Frameworks accelerated the first wave of LLM apps, but production demands a different architecture.

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📌 How to Get Hired in the AI Era

🗂 Category: CAREER ADVICE

🕒 Date: 2026-05-01 | ⏱️ Read time: 7 min read

What people actually look for when hiring juniors that stand out.

#DataScience #AI #Python

📌 Churn Without Fragmentation: How a Party-Label Bug Reversed My Headline Finding

🗂 Category: DATA SCIENCE

🕒 Date: 2026-05-01 | ⏱️ Read time: 11 min read

A data quality case study from English local elections on categorical normalisation, metric validation, and…

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📌 Ghost: A Database for Our Times?

🗂 Category: AGENTIC AI

🕒 Date: 2026-05-01 | ⏱️ Read time: 12 min read

The first database built for AI Agents

#DataScience #AI #Python