📌 Pairwise Cross-Variance Classification

🗂 Category: COMPUTER VISION

🕒 Date: 2025-06-03 | ⏱️ Read time: 10 min read

Multi-class zero-shot embedding classification and error checking

📌 Landing your First Machine Learning Job: Startup vs Big Tech vs Academia

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-06-03 | ⏱️ Read time: 22 min read

A practical guide to landing your first Machine Learning job across startups, big tech, and…

📌 Decision Trees Natively Handle Categorical Data

🗂 Category: DATA SCIENCE

🕒 Date: 2025-06-03 | ⏱️ Read time: 6 min read

But mean target encoding is their turbocharger

📌 How to Design My First AI Agent

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-06-03 | ⏱️ Read time: 10 min read

The foundations of designing an AI agent

📌 LLMs + Pandas: How I Use Generative AI to Generate Pandas DataFrame Summaries

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-06-02 | ⏱️ Read time: 11 min read

Local Large Language Models can convert massive DataFrames to presentable Markdown reports — here’s how.

📌 Vision Transformer on a Budget | DeiT

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-06-02 | ⏱️ Read time: 20 min read

Understanding how DeiT works via knowledge distillation —and how to implement it with PyTorch

📌 Inside Google’s Agent2Agent (A2A) Protocol: Teaching AI Agents to Talk to Each Other

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-06-02 | ⏱️ Read time: 26 min read

Exploring how Google’s A2A enables plug-and-play communication between LLM-powered agents across frameworks

📌 Grammar as an Injectable: A Trojan Horse to NLP

🗂 Category: NATURAL LANGUAGE PROCESSING

🕒 Date: 2025-06-02 | ⏱️ Read time: 11 min read

How machines make sense of sentence structure: Combinatory Categorial Grammar

📌 Hands-On Attention Mechanism for Time Series Classification, with Python

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-05-30 | ⏱️ Read time: 9 min read

This is how to use the attention mechanism in a time series classification framework

📌 Agentic RAG Applications: Company Knowledge Slack Agents

🗂 Category:

🕒 Date: 2025-05-30 | ⏱️ Read time: 19 min read

Lessons learnt using LlamaIndex and Modal

📌 The Secret Power of Data Science in Customer Support

🗂 Category: DATA SCIENCE

🕒 Date: 2025-05-30 | ⏱️ Read time: 8 min read

Customer support is a data goldmine. Here’s how to unlock its full potential with data…

📌 Gaining Strategic Clarity in AI

🗂 Category: PRODUCT MANAGEMENT

🕒 Date: 2025-05-30 | ⏱️ Read time: 11 min read

Introducing the AI strategy playbook

📌 LLM Optimization: LoRA and QLoRA

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-05-30 | ⏱️ Read time: 10 min read

Scalable fine-tuning techniques for large language models

📌 Simulating Flood Inundation with Python and Elevation Data: A Beginner’s Guide

🗂 Category: DATA SCIENCE

🕒 Date: 2025-05-30 | ⏱️ Read time: 7 min read

Visualize flood impact using elevation data

📌 How to Build an MCQ App

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-05-30 | ⏱️ Read time: 13 min read

Key steps to using RAG for generating MCQs from Wikipedia articles based on user-defined context

📌 May Must-Reads: Math for Machine Learning Engineers, LLMs, Agent Protocols, and More

🗂 Category: THE VARIABLE

🕒 Date: 2025-05-30 | ⏱️ Read time: 3 min read

A selection of our most-read and -shared articles of the past month

📌 GAIA: The LLM Agent Benchmark Everyone’s Talking About

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-05-29 | ⏱️ Read time: 9 min read

What practitioners need to know about this LLM agent benchmark

📌 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 noscript