Building Successful AI Apps: The Dos and Don'ts
Our weekly selection of must-read Editors' Picks and original features- 22245Murphy2025-03-22
How Cheap Mortgages Transformed Poland's Real Estate Market
Insights from a synthetic control group- 28452Murphy2025-03-22
Simplicity Over Black Boxes
Turning complex ML models into simple, interpretable rules with Human Knowledge Models for actionable insights and easy inference- 23759Murphy2025-03-22
Exploring DeepSeek's R1 Training Process
Open-Source Intelligence on Par with Proprietary Models- 29221Murphy2025-03-22
Nine Pico PIO Wats with Rust (Part 1)
Raspberry Pi programmable IO pitfalls illustrated with a musical example- 27822Murphy2025-03-22
Optimising Budgets With Marketing Mix Models In Python
Part 3 of a hands-on guide to help you master MMM in pymc- 20796Murphy2025-03-22
Beyond Causal Language Modeling
A deep dive into "Not All Tokens Are What You Need for Pretraining"- 26159Murphy2025-03-22
Prompting Vision Language Models
Exploring techniques to prompt VLMs- 27899Murphy2025-03-22
The Challenges and Realities of Being a Data Scientist
Some harsh truths behind the field of data science- 25739Murphy2025-03-22
Navigating Data Science Content: Recognizing Common Pitfalls, Part 1
Uncovering and correcting misconceptions in online data science content to help you learn more effectively- 27785Murphy2025-03-22
Extracting Structured Vehicle Data from Images
Build an Automated Vehicle Documentation System that Extracts Structured Information from Images, using OpenAI API, LangChain and Pydantic.- 27021Murphy2025-03-22
Stop Creating Bad DAGs – Optimize Your Airflow Environment By Improving Your Python Code
Valuable tips to reduce your DAGs' parse time and save resources.- 25523Murphy2025-03-22
Small Training Dataset? You Need SetFit
The enterprise-friendly way to train NLP classifiers with Python in 2025- 26779Murphy2025-03-22
DeepSeek-V3 Explained 1: Multi-head Latent Attention
Key architecture innovation behind DeepSeek-V2 and DeepSeek-V3 for faster inference- 27859Murphy2025-03-22
AI Development vs Software Engineering: Key Differences Explained
Why Treating AI Projects Like Traditional Software Development Limits Your Team's Potential for Success- 29979Murphy2025-03-22
Water Cooler Small Talk, Ep 7: Anscombe's Quartet and the Datasaurus
Why descriptive statistics aren't enough and plotting your data is always essential- 30082Murphy2025-03-22
How to Implement Guardrails for Your AI Agents with CrewAI
LLM Agents are non-deterministic by nature: implement proper guardrails for your AI Application.- 24765Murphy2025-03-22
How to Enhance SQL Code Security and Maintainability
Introduction to SQL procedures, their applications and benefits, and how to encrypt SQL code- 22180Murphy2025-03-22
NLP Illustrated, Part 3: Word2Vec
An exhaustive and illustrated guide to Word2Vec with code!- 25432Murphy2025-03-22
How Likely Is a Six Nations Grand Slam in 2025?
The Six Nations is back! This article explores how we can use Data Science & Machine Learning to predict the likelihood of a GrandSlam- 26878Murphy2025-03-22
The current state of continual learning in AI
Why is ChatGPT only trained up until 2021?Optimizing Pandas Code: The Impact of Operation Sequence
Learn how to rearrange your code to achieve significant speed improvements.