📌 Modern Enterprise Data Modeling

🗂 Category: DATA ENGINEERING

🕒 Date: 2024-07-20 | ⏱️ Read time: 13 min read

How to address the shortcomings of shallow, outdated models and future-proof your modeling strategy

📌 Full Guide to Building a Professional Portfolio with Python, Markdown, Git, and GitHub Pages

🗂 Category:

🕒 Date: 2024-07-20 | ⏱️ Read time: 11 min read

This article is a end-to-end guide to build a professional portfolio for developpers and data…

📌 Event Study Designs: A Beginner’s Guide

🗂 Category: DATA SCIENCE

🕒 Date: 2024-07-20 | ⏱️ Read time: 10 min read

Event Study Designs: What are they and what are they not.

📌 Monocular Depth Estimation with Depth Anything V2

🗂 Category: DEEP LEARNING

🕒 Date: 2024-07-24 | ⏱️ Read time: 11 min read

How do neural networks learn to estimate depth from 2D images?

📌 Organizations’ Machine Learning Investment Is (or Should Be) Incremental

🗂 Category: DATA SCIENCE

🕒 Date: 2024-07-23 | ⏱️ Read time: 8 min read

Embedding ML systems into production is still a hard thing to do (for most companies)

📌 Evolution of Data Science: New Age Skills for the Modern End-to-End Data Scientist

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-07-23 | ⏱️ Read time: 27 min read

From Python scripting to data engineering, MLOps, and GenAI

📌 From Ephemeral to Persistence with LangChain: Building Long-Term Memory in Chatbots

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-07-23 | ⏱️ Read time: 8 min read

A detailed walkthrough on transforming simple chatbots into sophisticated AI assistants with long-term memory and…

📌 Summer Olympic Games Through the Lens of Data

🗂 Category: DATA SCIENCE

🕒 Date: 2024-07-23 | ⏱️ Read time: 13 min read

Using Python and Wikipedia to draw geographical and network maps of the medal-winning countries.

📌 I Used to Hate Overfitting, But Now I’m Grokking It

🗂 Category: DATA SCIENCE

🕒 Date: 2024-07-23 | ⏱️ Read time: 9 min read

The surprising generalisation beyond overfitting

📌 Line By Line, Let’s Reproduce GPT-2: Section 1

🗂 Category:

🕒 Date: 2024-07-23 | ⏱️ Read time: 26 min read

This blog post will go line-by-line through the code in Section 1 of Andrej Karpathy’s…

📌 Counterfactuals in Language AI

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2024-07-23 | ⏱️ Read time: 34 min read

with open source language models and LLMs

📌 Three Mind-Blowing Ideas in Physics: The Stationary Action Principle, Lorentz Transformations, and…

🗂 Category: DATA SCIENCE

🕒 Date: 2024-07-23 | ⏱️ Read time: 31 min read

How mathematical innovations yield increasingly more accurate models of the physical world

📌 Understanding Positional Embeddings in Transformers: From Absolute to Rotary

🗂 Category: DEEP LEARNING

🕒 Date: 2024-07-20 | ⏱️ Read time: 19 min read

A deep dive into absolute, relative, and rotary positional embeddings with code examples

📌 Battling Open Book Exams with Open Source LLMs

🗂 Category: DATA SCIENCE

🕒 Date: 2024-07-19 | ⏱️ Read time: 10 min read

In the age where everyone uses ChatGPT for work and school, I am taking advantage…

📌 Streamlining Object Detection with Metaflow, AWS, and Weights & Biases

🗂 Category:

🕒 Date: 2024-07-19 | ⏱️ Read time: 18 min read

How to create a production-grade pipeline for object detection

📌 Evaluating ChatGPT’s Data Analysis Improvements: Interactive Tables and Charts

🗂 Category: CHATGPT

🕒 Date: 2024-07-19 | ⏱️ Read time: 11 min read

Is ChatGPT becoming a BI tool?

📌 Constrained Sentence Generation Using Gibbs Sampling and BERT

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2024-07-19 | ⏱️ Read time: 11 min read

A fast and effective approach to generating fluent sentences from given keywords using public pre-trained…

📌 Product Quasi-Experimentation: Statistical Techniques When Standard A/B Testing Is Not Possible

🗂 Category: DATA SCIENCE

🕒 Date: 2024-07-19 | ⏱️ Read time: 6 min read

A guide to the most popular techniques when randomized A/B testing is not possible

📌 YOLO inference with Docker via API

🗂 Category: DEEP LEARNING

🕒 Date: 2024-07-19 | ⏱️ Read time: 16 min read

Learn how to orchestrate object detection inference via a REST API with Docker

📌 A Python Engineer’s Introduction to 3D Gaussian Splatting (Part 3)

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-07-18 | ⏱️ Read time: 9 min read

Part 3 of our Gaussian Splatting tutorial, showing how to render splats onto a 2D…

📌 Towards Generalization on Graphs: From Invariance to Causality

🗂 Category: DATA SCIENCE

🕒 Date: 2024-07-18 | ⏱️ Read time: 19 min read

This blog post shares recent papers on out-of-distribution generalization on graph-structured data