📌 A Bird’s Eye View of Linear Algebra: The Basics

🗂 Category: MATH

🕒 Date: 2025-05-29 | ⏱️ Read time: 16 min read

We think basis-free, we write basis-free, but when the chips are down we close the…

📌 A Practical Introduction to Google Analytics

🗂 Category: DATA SCIENCE

🕒 Date: 2025-05-29 | ⏱️ Read time: 10 min read

Learn the key concepts and reports of Google Analytics while practising with the platform

📌 The Hidden Security Risks of LLMs

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-05-29 | ⏱️ Read time: 6 min read

And why self-hosting might be the safer bet

📌 I Transitioned from Data Science to AI Engineering: Here’s Everything You Need to Know

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-05-29 | ⏱️ Read time: 14 min read

A personal guide to the skills, tools, and mindset behind the title

📌 The Simplest Possible AI Web App

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-05-29 | ⏱️ Read time: 11 min read

The great simplification experiment

📌 From Data to Stories: Code Agents for KPI Narratives

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-05-29 | ⏱️ Read time: 27 min read

HuggingFace’s smolagents framework in action

📌 Multi-Agent Communication with the A2A Python SDK

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-05-28 | ⏱️ Read time: 9 min read

The Agent Card helps discover agents, but how does communication between agents actually work in…

📌 JAX: Is This Google’s NumPy killer?

🗂 Category: PROGRAMMING

🕒 Date: 2025-05-28 | ⏱️ Read time: 16 min read

Auto differentiation and JIT compilation make a compelling case.

📌 Detecting Malicious URLs Using LSTM and Google’s BERT Models

🗂 Category: DEEP LEARNING

🕒 Date: 2025-05-28 | ⏱️ Read time: 18 min read

A progressive approach to implementing AI-powered webpage detection applications into production

📌 Tree of Thought Prompting: Teaching LLMs to Think Slowly

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-05-28 | ⏱️ Read time: 7 min read

Playing Minesweeper with Augmented Reasoning

📌 Bayesian Optimization for Hyperparameter Tuning of Deep Learning Models

🗂 Category: DEEP LEARNING

🕒 Date: 2025-05-27 | ⏱️ Read time: 12 min read

Explore how Bayesian Optimization outperforms Grid Search in efficiency and performance over binary classification tasks.

📌 How Microsoft Power BI Elevated My Data Analysis and Visualization Workflow

🗂 Category: DATA SCIENCE

🕒 Date: 2025-05-27 | ⏱️ Read time: 8 min read

Explaining useful features every data analyst needs

📌 Reinforcement Learning Made Simple: Build a Q-Learning Agent in Python

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-05-27 | ⏱️ Read time: 11 min read

Inspired by AlphaGo’s Move 37 — learn how agents explore, exploit, and win

📌 Why Regularization Isn’t Enough: A Better Way to Train Neural Networks with Two Objectives

🗂 Category: DEEP LEARNING

🕒 Date: 2025-05-27 | ⏱️ Read time: 32 min read

Why splitting your objectives and your model might be the key to better performance and…

📌 Code Agents: The Future of Agentic AI

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-05-26 | ⏱️ Read time: 17 min read

HuggingFace smolagents framework in action

📌 How to Reduce Your Power BI Model Size by 90%

🗂 Category: DATA ENGINEERING

🕒 Date: 2025-05-26 | ⏱️ Read time: 21 min read

Have you ever wondered what makes Power BI so fast and powerful when it comes…

📌 The Best AI Books & Courses for Getting a Job

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-05-26 | ⏱️ Read time: 8 min read

A comprehensive guide to the books and courses that helped me learn AI

📌 Understanding Matrices | Part 1: Matrix-Vector Multiplication

🗂 Category: MATH

🕒 Date: 2025-05-26 | ⏱️ Read time: 13 min read

The physical meaning of multiplying a matrix by a vector, and how it works on…

📌 Demystifying Policy Optimization in RL: An Introduction to PPO and GRPO

🗂 Category: DEEP LEARNING

🕒 Date: 2025-05-26 | ⏱️ Read time: 16 min read

A beginner-friendly guide to PPO and GRPO: simplifying policy optimization in reinforcement learning

📌 Prototyping Gradient Descent in Machine Learning

🗂 Category:

🕒 Date: 2025-05-23 | ⏱️ Read time: 10 min read

Mathematical theorem and credit transaction prediction using Stochastic / Batch GD