📌 Marginal Effect of Hyperparameter Tuning with XGBoost

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-08-29 | ⏱️ Read time: 17 min read

Demystifying Bayesian hyperparameter optimization and comparing hyperparameter tuning paradigms

📌 Toward Digital Well-Being: Using Generative AI to Detect and Mitigate Bias in Social Networks

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-08-29 | ⏱️ Read time: 9 min read

This research answered the question: How can machine learning and artificial intelligence help us to…

📌 Unlocking Multimodal Video Trannoscription with Gemini

🗂 Category: LLM APPLICATIONS

🕒 Date: 2025-08-29 | ⏱️ Read time: 66 min read

Explore how to transcribe videos with speaker identification in a single prompt

📌 How to Import Pre-Annotated Data into Label Studio and Run the Full Stack with Docker

🗂 Category: DATA SCIENCE

🕒 Date: 2025-08-29 | ⏱️ Read time: 9 min read

From VOC to JSON: Importing pre-annotations made simple

📌 Implementing the Hangman Game in Python

🗂 Category: PROGRAMMING

🕒 Date: 2025-08-28 | ⏱️ Read time: 11 min read

A beginner-friendly project to understand variables, loops, and conditions in Python

📌 Stepwise Selection Made Simple: Improve Your Regression Models in Python

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-08-28 | ⏱️ Read time: 21 min read

Dimensionality reduction in linear regression: classical stepwise methods and a Python application on real-world data

📌 Graph Coloring for Data Science: A Comprehensive Guide

🗂 Category: DATA SCIENCE

🕒 Date: 2025-08-28 | ⏱️ Read time: 11 min read

From theoretical puzzles to practical applications

📌 A Visual Guide to Tuning Decision-Tree Hyperparameters

🗂 Category: DATA SCIENCE

🕒 Date: 2025-08-28 | ⏱️ Read time: 11 min read

How hyperparameter tuning visually changes decision trees

📌 August Must-Reads: LLM Costs, Research Agents, and More

🗂 Category: THE VARIABLE

🕒 Date: 2025-08-28 | ⏱️ Read time: 2 min read

Our most-read and -shared stories of the past month

📌 Air for Tomorrow: Why Openness in Air Quality Research and Implementation Matters for Global Equity

🗂 Category: DATA SCIENCE

🕒 Date: 2025-08-27 | ⏱️ Read time: 10 min read

Understand how open source can help you unravel air quality

📌 Get AI-Ready: How to Prepare for a World of Agentic AI as Tech Professionals

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-08-27 | ⏱️ Read time: 6 min read

Explore how Agentic AI is reshaping the tech careers, from data to decision-making, and how…

📌 Everything I Studied to Become a Machine Learning Engineer (No CS Background)

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-08-27 | ⏱️ Read time: 9 min read

The books, courses, and resources I used in my journey.

📌 Time Series Forecasting Made Simple (Part 4.1): Understanding Stationarity in a Time Series

🗂 Category: DATA SCIENCE

🕒 Date: 2025-08-27 | ⏱️ Read time: 11 min read

An intuitive guide to stationarity in a time series

📌 A Brief History of GPT Through Papers

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-08-27 | ⏱️ Read time: 16 min read

Language models are becoming really good. But where did they come from?

📌 The Math You Need to Pan and Tilt 360° Images

🗂 Category: MATH

🕒 Date: 2025-08-27 | ⏱️ Read time: 12 min read

Panning a spherical image is just a horizontal roll, but tilting it vertically is much…

📌 How to Develop Powerful Internal LLM Benchmarks

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-08-26 | ⏱️ Read time: 7 min read

Learn how to compare LLMs using your own interal benchmark

📌 Plato’s Cave and the Shadows of Data

🗂 Category: DATA SCIENCE

🕒 Date: 2025-08-26 | ⏱️ Read time: 4 min read

On truth, illusion, and the limits of what data can reveal

📌 Using Google’s LangExtract and Gemma for Structured Data Extraction

🗂 Category: DATA SCIENCE

🕒 Date: 2025-08-26 | ⏱️ Read time: 9 min read

Extracting structured information effectively and accurately from long unstructured text with LangExtract and LLMs

📌 Google’s URL Context Grounding: Another Nail in RAG’s Coffin?

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-08-26 | ⏱️ Read time: 13 min read

Google’s hot streak in AI-related releases continues unabated. Just a few days ago, it released…

📌 LLM Monitoring and Observability: Hands-on with Langfuse

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-08-25 | ⏱️ Read time: 22 min read

Learn the fundamentals of LLM monitoring and observability, from tracing to evaluation and setting up…

📌 Why Your Prompts Don’t Belong in Git

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-08-25 | ⏱️ Read time: 5 min read

The hidden cost of storing prompts in your source code