📌 Ridge Regression: A Robust Path to Reliable Predictions

🗂 Category: DATA SCIENCE

🕒 Date: 2025-01-30 | ⏱️ Read time: 11 min read

Learn how regularization reduces overfitting and improves model stability in linear regression.

📌 Bite-Size Data Science: Falling for the Gambler’s Fallacy

🗂 Category: DATA SCIENCE

🕒 Date: 2025-01-30 | ⏱️ Read time: 12 min read

Where the gambler’s fallacy shows up in data science and what to do about it

📌 AI Ethics for the Everyday User – Why Should You Care?

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-01-29 | ⏱️ Read time: 15 min read

A beginner’s guide to understanding the importance of ethics in artificial intelligence

📌 NLP Illustrated, Part 3: Word2Vec

🗂 Category: DATA SCIENCE

🕒 Date: 2025-01-29 | ⏱️ Read time: 13 min read

An exhaustive and illustrated guide to Word2Vec with code!

📌 Prompting Vision Language Models

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-01-29 | ⏱️ Read time: 21 min read

Exploring techniques to prompt VLMs

📌 Exploring DeepSeek’s R1 Training Process

🗂 Category:

🕒 Date: 2025-01-29 | ⏱️ Read time: 11 min read

Open-Source Intelligence on Par with Proprietary Models

📌 How GenAI Tools Have Changed My Work as a Data Scientist

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-01-28 | ⏱️ Read time: 11 min read

An overview of the 4 use cases and 6 GenAI tools I use

📌 How to do Date calculations in DAX

🗂 Category:

🕒 Date: 2025-01-28 | ⏱️ Read time: 6 min read

Moving back and forth in time is a common task for Time Intelligence in DAX.…

📌 Battle of the Ducks

🗂 Category: DATA ENGINEERING

🕒 Date: 2025-01-28 | ⏱️ Read time: 13 min read

DuckDB vs Fireducks: the ultimate throwdown

📌 The Three Phases of Learning Machine Learning

🗂 Category: DATA SCIENCE

🕒 Date: 2025-01-28 | ⏱️ Read time: 7 min read

Part One: The beginner phase

📌 Nine Pico PIO Wats with MicroPython (Part 2)

🗂 Category: PROGRAMMING

🕒 Date: 2025-01-28 | ⏱️ Read time: 16 min read

Raspberry Pi programmable IO pitfalls illustrated with a musical example

📌 Basics of Probability Notations

🗂 Category: DATA SCIENCE

🕒 Date: 2025-01-27 | ⏱️ Read time: 12 min read

Union, Intersection, Independence, Disjoint, Complement: Advanced Probability for Data Science Series (1)

📌 How to Implement Guardrails for Your AI Agents with CrewAI

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-01-27 | ⏱️ Read time: 9 min read

LLM Agents are non-deterministic by nature: implement proper guardrails for your AI Application.

📌 Water Cooler Small Talk, Ep 7: Anscombe’s Quartet and the Datasaurus

🗂 Category: DATA SCIENCE

🕒 Date: 2025-01-27 | ⏱️ Read time: 10 min read

Why denoscriptive statistics aren’t enough and plotting your data is always essential

📌 Small Training Dataset? You Need SetFit

🗂 Category: DATA SCIENCE

🕒 Date: 2025-01-27 | ⏱️ Read time: 9 min read

The enterprise-friendly way to train NLP classifiers with Python in 2025

📌 Beyond Causal Language Modeling

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-01-27 | ⏱️ Read time: 7 min read

A deep dive into “Not All Tokens Are What You Need for Pretraining”

📌 Optimising Budgets With Marketing Mix Models In Python

🗂 Category: DATA SCIENCE

🕒 Date: 2025-01-26 | ⏱️ Read time: 10 min read

Part 3 of a hands-on guide to help you master MMM in pymc

📌 How Cheap Mortgages Transformed Poland’s Real Estate Market

🗂 Category: DATA SCIENCE

🕒 Date: 2025-01-25 | ⏱️ Read time: 19 min read

Insights from a synthetic control group

📌 Choosing Classification Model Evaluation Criteria

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-01-25 | ⏱️ Read time: 9 min read

Is Recall / Precision better than Sensitivity / Specificity?

📌 Multi-Headed Cross Attention – By Hand

🗂 Category: DATA SCIENCE

🕒 Date: 2025-01-24 | ⏱️ Read time: 5 min read

Hand computing a fundamental component of multimodal models

📌 Does It Matter That Online Experiments Interact?

🗂 Category: DATA SCIENCE

🕒 Date: 2025-01-24 | ⏱️ Read time: 5 min read

What interactions do, why they are just like any other change in the environment post-experiment,…