📌 Real-Time Interactive Sentiment Analysis in Python

🗂 Category: DATA VISUALIZATION

🕒 Date: 2025-05-07 | ⏱️ Read time: 8 min read

How to visualize sentiment using a procedural smiley face in Python with OpenCV and Tkinter

📌 Uh-Uh, Not Guilty

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-05-07 | ⏱️ Read time: 7 min read

Who will take the blame for AI mistakes, and what can you do about it?

📌 From RGB to HSV — and Back Again

🗂 Category: COMPUTER VISION

🕒 Date: 2025-05-07 | ⏱️ Read time: 7 min read

A practical introduction to color spaces with Python and OpenCV

📌 We Need a Fourth Law of Robotics in the Age of AI

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-05-06 | ⏱️ Read time: 6 min read

Artificial Intelligence has become a mainstay of our daily lives, revolutionizing industries, accelerating scientific discoveries,…

📌 Retrieval Augmented Classification: Improving Text Classification with External Knowledge

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-05-06 | ⏱️ Read time: 11 min read

When and How to best use LLMs as text classifiers

📌 How I Built Business-Automating Workflows with AI Agents

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-05-06 | ⏱️ Read time: 12 min read

How I make money helping businesses boost their productivity and cut costs by automating supply…

📌 The Total Derivative: Correcting the Misconception of Backpropagation’s Chain Rule

🗂 Category: MATH

🕒 Date: 2025-05-06 | ⏱️ Read time: 27 min read

What you think you know about backpropagation might be wrong.

📌 Make Your Data Move: Creating Animations in Python for Science and Machine Learning

🗂 Category: DATA VISUALIZATION

🕒 Date: 2025-05-06 | ⏱️ Read time: 6 min read

Go beyond static plots with matplotlib.

📌 Benchmarking Tabular Reinforcement Learning Algorithms

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-05-06 | ⏱️ Read time: 27 min read

Comparing all methods from Part I of Sutton’s book on gridworld environments

📌 Think. Know. Act. How AI’s Core Capabilities Will Shape the Future of Work

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-05-06 | ⏱️ Read time: 13 min read

It’s not just about technical depth, it’s about strategic clarity

📌 The CNN That Challenges ViT | ConvNeXt

🗂 Category: DEEP LEARNING

🕒 Date: 2025-05-05 | ⏱️ Read time: 24 min read

A PyTorch implementation on the ConvNeXt architecture

📌 Diffusion Models, Explained Simply

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-05-05 | ⏱️ Read time: 7 min read

From noise to art: how to generate high-quality images using diffusion models

📌 Making Sense of KPI Changes

🗂 Category: DATA SCIENCE

🕒 Date: 2025-05-05 | ⏱️ Read time: 15 min read

A practical guide to understanding what’s really going on

📌 Fine-Tuning vLLMs for Document Understanding

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-05-05 | ⏱️ Read time: 25 min read

Learn how you can fine-tune visual language models for specific tasks

📌 Website Feature Engineering at Scale: PySpark, Python & Snowflake

🗂 Category: DATA SCIENCE

🕒 Date: 2025-05-05 | ⏱️ Read time: 9 min read

Introduction and Problem Imagine you’re staring at a database containing thousands of merchants across multiple…

📌 From a Point to L∞

🗂 Category: MATH

🕒 Date: 2025-05-02 | ⏱️ Read time: 9 min read

How AI uses distance

📌 Build and Query Knowledge Graphs with LLMs

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-05-02 | ⏱️ Read time: 28 min read

Going from document ingestion to smart queries — all with open tools and guided setup

📌 Attaining LLM Certainty with AI Decision Circuits

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-05-02 | ⏱️ Read time: 15 min read

Uncertainty is nothing new in technology  —  all modern systems overcome uncertain inputs and outputs…

📌 The Shape‑First Tune‑Up Provides Organizations with a Means to Reduce MongoDB Expenses by 79%

🗂 Category: DATA ENGINEERING

🕒 Date: 2025-05-02 | ⏱️ Read time: 9 min read

A real-world engineering fix that saved over $12K/month on MongoDB without upgrading infrastructure.

📌 Why I stopped Using Cursor and Reverted to VSCode

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-05-02 | ⏱️ Read time: 6 min read

Is GitHub Copilot the best AI-assistant for Data Scientists?

📌 The Difference between Duplicate and Reference in Power Query

🗂 Category: DATA ENGINEERING

🕒 Date: 2025-05-02 | ⏱️ Read time: 9 min read

In Power Query, we can duplicate or reference existing tables. But what are the differences…