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The Generalist: The New All-Around Type of Data Specialist?

Artificial Intelligence

The Generalist: The New All-Around Type of Data Specialist?

(or 2010 s to be more exact) big-data boom brought the introduction of specialization in information roles. What familiar with be only referred to as “Business Intelligence Engineer” was further …

Artificial Intelligence

Plato’s Cave and the Shadows of Data

of my comfort zone and trying a style I haven’t used before. This post will be essayistic and metaphorical, relatively short, drawing on ancient philosophy to reflect on modern data …

Artificial Intelligence

How to Develop Powerful Internal LLM Benchmarks

LLMs being released almost weekly. Some recent releases we’ve had are Qwen3 coing models, GPT 5, Grok 4, all of which claim the top of some benchmarks. Common benchmarks are …

Artificial Intelligence

The Math You Need to Pan and Tilt 360° Images

0. You’re certainly already familiar with spherical or 360 images. They’re used in Google Street View or in virtual house tours to give you an immersive feeling by letting you …

Artificial Intelligence

A Brief History of GPT Through Papers

first in a series on language models and covers the advances leading up to the release of Chat-GPT. 0) Prologue: The Turing test In October 1950, Alan Turing proposed a …

Artificial Intelligence

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

so far, we have discussed different decomposition methods and baseline models. Now, we move on to Time Series Forecasting models like ARIMA, SARIMA, etc. But these forecasting models require the …

Artificial Intelligence

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

learning was hard. There were many courses, books and resources I used along the way that helped me, but being honest, many of them I wouldn’t have taken in hindsight. …

Artificial Intelligence

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

a lot of thoughts these days with the advent of AI and the conversations around AI. we move into an era where artificial intelligence is not just assisting but deciding …

Artificial Intelligence

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

that 99% of the global population breathes air that exceeds WHO annual limits[1], causing $6 trillion in global yearly health costs as per the World Bank[2], with 9 out of …

Artificial Intelligence

A Visual Guide to Tuning Decision-Tree Hyperparameters

Introduction are one of the oldest and most popular forms of machine learning used for classification and regression. It’s unsurprising, then, that there’s a lot of content about them. However, …

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