📌 From Configuration to Orchestration: Building an ETL Workflow with AWS Is No Longer a Struggle

🗂 Category: DATA ENGINEERING

🕒 Date: 2025-06-19 | ⏱️ Read time: 7 min read

A step-by-step guide to leverage AWS services for efficient data pipeline automation

📌 Core Machine Learning Skills, Revisited

🗂 Category: THE VARIABLE

🕒 Date: 2025-06-19 | ⏱️ Read time: 3 min read

With all the buzz around agents, LLMs, and the tools they power, it’s sometimes easy…

📌 Beyond Code Generation: Continuously Evolve Text with LLMs

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-06-19 | ⏱️ Read time: 17 min read

Long-running content evolution and an introduction to result analysis

📌 Animating Linear Transformations with Quiver

🗂 Category: DATA VISUALIZATION

🕒 Date: 2025-06-18 | ⏱️ Read time: 8 min read

A useful tool in your quiver

📌 A Multi-Agent SQL Assistant You Can Trust with Human-in-Loop Checkpoint & LLM Cost Control

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-06-18 | ⏱️ Read time: 19 min read

Your very own SQL assistant built with Streamlit, SQLite, & CrewAI

📌 Can We Use Chess to Predict Soccer?

🗂 Category: DATA SCIENCE

🕒 Date: 2025-06-18 | ⏱️ Read time: 29 min read

An adaptation of Elo ratings for soccer implemented in Python

📌 Computer Vision’s Annotation Bottleneck Is Finally Breaking

🗂 Category: SPONSORED CONTENT

🕒 Date: 2025-06-18 | ⏱️ Read time: 8 min read

A Technical Deep Dive into Auto-Labeling

📌 Abstract Classes: A Software Engineering Concept Data Scientists Must Know To Succeed

🗂 Category: DATA SCIENCE

🕒 Date: 2025-06-17 | ⏱️ Read time: 14 min read

Simple concepts that differentiate a professional from amateurs.

📌 LLaVA on a Budget: Multimodal AI with Limited Resources

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-06-17 | ⏱️ Read time: 8 min read

Let’s get started with multimodality

📌 Apply Sphinx’s Functionality to Create Documentation for Your Next Data Science Project

🗂 Category: DATA SCIENCE

🕒 Date: 2025-06-17 | ⏱️ Read time: 6 min read

Three cases to use the Sphinx tool as a pro

📌 Grad-CAM from Scratch with PyTorch Hooks

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-06-17 | ⏱️ Read time: 16 min read

A hands-on look at an explainable AI (XAI) technique that helps reveal why a convolutional…

📌 Let’s Analyze OpenAI’s Claims About ChatGPT Energy Use

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-06-16 | ⏱️ Read time: 7 min read

ChatGPT uses an average of 0.34 Wh per query, according to a blog post by…

📌 Regularisation: A Deep Dive into Theory, Implementation, and Practical Insights

🗂 Category: DATA SCIENCE

🕒 Date: 2025-06-16 | ⏱️ Read time: 70 min read

A detailed guide on controlling overfitting and increasing the stability of your models.

📌 Build an AI Agent to Explore Your Data Catalog with Natural Language

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-06-16 | ⏱️ Read time: 7 min read

Leverage LLMs to query your Databricks Data Catalog

📌 I Won $10,000 in a Machine Learning Competition — Here’s My Complete Strategy

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-06-16 | ⏱️ Read time: 7 min read

Complete guide to feature selection, threshold optimization, and neural network architecture for ML competitions

📌 Agents, APIs, and the Next Layer of the Internet

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-06-16 | ⏱️ Read time: 13 min read

Part I: Shipping Containers for Thought Every so often a simple idea rewires everything. The…

📌 Stop Building AI Platforms

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-06-13 | ⏱️ Read time: 7 min read

When small and medium companies achieve success in building Data and ML platforms, building AI…

📌 What If I had AI in 2018: Rent the Runway Fulfillment Center Optimization

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-06-13 | ⏱️ Read time: 7 min read

An LLM in 2018 would not have trivialized a complex project, although it could have…

📌 AI Is Not a Black Box (Relatively Speaking)

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-06-13 | ⏱️ Read time: 7 min read

Compared to the opacity around human intelligence, AI is more transparent in some very tangible…