📌 The ONLY Data Science Roadmap You Need to Get a Job

🗂 Category:

🕒 Date: 2025-07-31 | ⏱️ Read time: 10 min read

Are you looking to become a data scientist and don’t know where to start? In…

📌 July Must-Reads: Scalable AI, Career Insights, and More

🗂 Category: THE VARIABLE

🕒 Date: 2025-07-31 | ⏱️ Read time: 3 min read

Don’t miss the most popular stories of the past month

📌 The Misconception of Retraining: Why Model Refresh Isn’t Always the Fix

🗂 Category: DATA SCIENCE

🕒 Date: 2025-07-30 | ⏱️ Read time: 7 min read

Retraining is easy; knowing when not to is the real challenge. In machine learning, performance…

📌 Confusion Matrix Made Simple: Accuracy, Precision, Recall & F1-Score

🗂 Category: DATA SCIENCE

🕒 Date: 2025-07-30 | ⏱️ Read time: 8 min read

How to evaluate classification models and understand which metric matters the most.

📌 What Is Data Literacy in 2025? It’s Not What You Think

🗂 Category: DATA VISUALIZATION

🕒 Date: 2025-07-30 | ⏱️ Read time: 20 min read

In today’s fast-paced, distraction-heavy world, data literacy isn’t just about understanding charts or analyzing numbers—it’s…

📌 Automated Testing: A Software Engineering Concept Data Scientists Must Know To Succeed

🗂 Category: DATA SCIENCE

🕒 Date: 2025-07-30 | ⏱️ Read time: 21 min read

Why you should read this article Most data scientists whip up a Jupyter Notebook, play…

📌 Skills vs. AI Skills

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-07-29 | ⏱️ Read time: 7 min read

Which skills are timeless, and where is the gap?

📌 How Your Prompts Lead AI Astray

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-07-29 | ⏱️ Read time: 7 min read

Practical tips to recognise and avoid prompt bias.

📌 How to Evaluate Graph Retrieval in MCP Agentic Systems

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-07-29 | ⏱️ Read time: 9 min read

A framework for measuring retrieval quality in Model Context Protocol agents.

📌 Physics-Informed Neural Networks for Inverse PDE Problems

🗂 Category: PHYSICS

🕒 Date: 2025-07-29 | ⏱️ Read time: 11 min read

Solving the Heat Equation using DeepXDE.

📌 Mastering NLP with spaCY — Part 1

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-07-29 | ⏱️ Read time: 6 min read

Learn about tokenization, lemmatization and the core operations.

📌 The Stanford Framework That Turns AI into Your PM Superpower

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-07-28 | ⏱️ Read time: 6 min read

A human-centric guide to AI automation for product managers.

📌 Talk to my Agent

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-07-28 | ⏱️ Read time: 9 min read

The exciting new world of designing conversation driven APIs for LLMs.

📌 End-to-End AWS RDS Setup with Bastion Host Using Terraform

🗂 Category: DATA SCIENCE

🕒 Date: 2025-07-28 | ⏱️ Read time: 11 min read

Learn how to automate secure AWS infrastructure using Terraform — including VPC, public/private subnets, a…

📌 Declarative and Imperative Prompt Engineering for Generative AI

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-07-25 | ⏱️ Read time: 9 min read

Conceptual overview and practical considerations

📌 What Is a Query Folding in Power BI and Why should You Care?

🗂 Category: DATA ANALYSIS

🕒 Date: 2025-07-25 | ⏱️ Read time: 21 min read

“Will that break a query folding?” “Does your query fold?”… Maybe someone asked you those…

📌 How I Fine-Tuned Granite-Vision 2B to Beat a 90B Model — Insights and Lessons Learned

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-07-25 | ⏱️ Read time: 24 min read

A hands-on journey exploring fine-tuning techniques that unlock the power of small vision models.

📌 When 50/50 Isn’t Optimal: Debunking Even Rebalancing

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-07-24 | ⏱️ Read time: 7 min read

A new theory of class imbalance demonstrates that the optimal training imbalance in a binary…

📌 Getting AI Discovery Right

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-07-24 | ⏱️ Read time: 17 min read

A guide to ideating, validating, and prioritizing your AI use cases

📌 How Do Grayscale Images Affect Visual Anomaly Detection?

🗂 Category: COMPUTER VISION

🕒 Date: 2025-07-24 | ⏱️ Read time: 7 min read

A practical exploration focusing on performance and speed