📌 Linear Discriminant Analysis (LDA)

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-10-12 | ⏱️ Read time: 13 min read

Discover how LDA helps identify critical data features

📌 Upgrading to Prefect Push Workers on AWS ECS

🗂 Category: DATA ENGINEERING

🕒 Date: 2024-10-12 | ⏱️ Read time: 6 min read

Upgrade from Prefect 2.0 to 3.0 and use the new Push Work Pools that greatly…

📌 Why the 2024 Nobel Prize in (AI for) Chemistry Matters So Much

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-10-12 | ⏱️ Read time: 6 min read

To Demis Hassabis and John Jumper, from DeepMind, and to David Baker, leader of the…

📌 Improve Your RAG Context Recall by 95% with an Adapted Embedding Model.

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2024-10-12 | ⏱️ Read time: 11 min read

Step by Step Model Adaptation Code and Results Attached.

📌 Gaussian Naive Bayes, Explained: A Visual Guide with Code Examples for Beginners

🗂 Category: DATA SCIENCE

🕒 Date: 2024-10-12 | ⏱️ Read time: 8 min read

Bell-shaped assumptions for better predictions

📌 Bursting the AI Hype Bubble Once and for All

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-10-12 | ⏱️ Read time: 11 min read

Misinformation and poor research: a case study

📌 Common Misconceptions About Data Science

🗂 Category: CAREER ADVICE

🕒 Date: 2024-10-11 | ⏱️ Read time: 7 min read

Data science advice that you should question

📌 Understanding Automatic Differentiation in JAX: A Deep Dive

🗂 Category: DEEP LEARNING

🕒 Date: 2024-10-11 | ⏱️ Read time: 12 min read

Unleashing the Gradient: How JAX Makes Automatic Differentiation Feel Like Magic

📌 A Mixed-Methods Approach to Offline Evaluation of News Recommender Systems

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-10-11 | ⏱️ Read time: 8 min read

Combining reader feedback from surveys with behavioral click data to optimize content personalization.

📌 Topic Alignment for NLP Recommender Systems

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-10-11 | ⏱️ Read time: 18 min read

Leveraging topic modeling to align user queries with document themes, enhancing the relevance and contextual…

📌 Automatic Differentiation (AutoDiff): A Brief Intro with Examples

🗂 Category: DEEP LEARNING

🕒 Date: 2024-10-11 | ⏱️ Read time: 11 min read

An introduction to the mechanics of AutoDiff, exploring its mathematical principles, implementation strategies, and applications

📌 Tracking Hurricanes With AI Weather Models

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-10-11 | ⏱️ Read time: 6 min read

Storm chasing for data scientists: A Hurricane Milton case study

📌 Cruel Summer

🗂 Category: DATA SCIENCE

🕒 Date: 2024-10-11 | ⏱️ Read time: 9 min read

Lessons Learned from the Worst Tech Job Market in 20 Years

📌 What Goes Into AI? Exploring the GenAI Technology Stack

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-10-11 | ⏱️ Read time: 21 min read

You’ve heard of OpenAI and Nvidia, but do you know who else is involved in…

📌 TDS Newsletter: To Better Understand AI, Look Under the Hood

🗂 Category: THE VARIABLE

🕒 Date: 2025-09-25 | ⏱️ Read time: 3 min read

AI-powered tools tend to generate extreme reactions: on one side we have the “It’s magic!” and…

📌 Notes on LLM Evaluation

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-09-25 | ⏱️ Read time: 15 min read

A practical, step-by-step guide to building an evaluation pipeline for a real-world AI application

📌 Building a Video Game Recommender System with FastAPI, PostgreSQL, and Render: Part 2

🗂 Category: DATA SCIENCE

🕒 Date: 2025-09-25 | ⏱️ Read time: 17 min read

Deploying a FastAPI + PostgreSQL recommender system as a web application on Render

📌 Building Video Game Recommender Systems with FastAPI, PostgreSQL, and Render: Part 1

🗂 Category: DATA SCIENCE

🕒 Date: 2025-09-25 | ⏱️ Read time: 24 min read

Designing a video game recommendations service with Steams API

📌 My Freelance Experience as a Geo Data Scientist on UpWork after 10 Months

🗂 Category: DATA SCIENCE

🕒 Date: 2024-10-14 | ⏱️ Read time: 8 min read

How to get clients, reviews and stable income

📌 Your eCommerce product performance reports are probably misleading you

🗂 Category:

🕒 Date: 2024-10-14 | ⏱️ Read time: 7 min read

Why single metrics in isolation fall short and how Weighted Composite Scoring can transform your…