📌 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…

📌 Bringing Structure to Your Data

🗂 Category:

🕒 Date: 2024-10-14 | ⏱️ Read time: 13 min read

Testing assumptions with path models

📌 Building Fact-Checking Systems: Catching Repeating False Claims Before They Spread

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-09-26 | ⏱️ Read time: 12 min read

How retrieval and ensemble methods make fact-checking faster, scalable, and more reliable in a digital…

📌 Why MissForest Fails in Prediction Tasks: A Key Limitation You Need to Keep in Mind

🗂 Category: DATA SCIENCE

🕒 Date: 2025-09-26 | ⏱️ Read time: 23 min read

Why the original MissForest algorithm cannot be directly applied for predictive modeling, and how MissForestPredict…

📌 Using Vision Language Models to Process Millions of Documents

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-09-26 | ⏱️ Read time: 10 min read

Learn how to effectively apply vision language models to problem solving

📌 The Transparent Human

🗂 Category: DATA SCIENCE

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

How data can reveal the true nature of anyone

📌 Cyclic Partition: An Up to 1.5x Faster Partitioning Algorithm

🗂 Category:

🕒 Date: 2024-10-10 | ⏱️ Read time: 27 min read

A sequence partitioning algorithm that does minimal rearrangements of values

📌 All About AI Agents: Autonomy, Reasoning, Alignment, and More

🗂 Category: DATA SCIENCE

🕒 Date: 2024-10-10 | ⏱️ Read time: 4 min read

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