Do we need inductive bias? How simple models can reach the performance of complex models- 20766Murphy2025-03-23
Background Linear regression is by far the most common algorithm we learn in data science. Every practitioner has heard of it and used it. However, for some problems, it is not suitable and we need to ‘generalise’ it. This is where generalized- 23395Murphy2025-03-23
Running the object detection model on the low-power devices- 23581Murphy2025-03-23
Hint: start with the free stuff- 26689Murphy2025-03-23
Your code will no longer be a mystery- 22722Murphy2025-03-23
High-cardinality categorical variables are variables for which the number of different levels is large relative to the sample size of a data set. In Part I of this series, we did an empirical comparison of different machine learning methods and found that- 22726Murphy2025-03-23
Some Initial Exploration with Code Interpreter- 21759Murphy2025-03-23
A quick guide inspired by Storytelling with Data- 23581Murphy2025-03-23
How to make Langchain chains work with Async calls to LLMs, speeding up the time it takes to run a sequential long chain.- 20174Murphy2025-03-23
Understand the math behind the popular gradient boosting algorithm and how to use it in practice- 27047Murphy2025-03-23
Plotting the process of Sklearn K-Fold, Shuffle & Split, and Time Series Split cross-validation and showing validating results using Python- 25794Murphy2025-03-23
Using pyconcorde to find optimal solutions to real-world routing problems- 28096Murphy2025-03-23
Advanced aggregates and rolling averages at lightning speed with Polars- 23098Murphy2025-03-23
Selected states colored by the year they entered the union (all images by the author unless otherwise noted) Animated maps are a great tool for grabbing attention and conveying information. Whether you’re a businessperson preparing a presentation, a- 22323Murphy2025-03-23
Overview While setting up an Azure VM, it is important to understand the pricing model and service offerings well in advance before setting up the environment. If not, we may end up paying exorbitant bills that could have been avoided if cost-optimization- 25127Murphy2025-03-23
Learn how to prevent data quality issues with a few lines of code in Python- 22173Murphy2025-03-23
How a real-time programmatic data exchange would change everything- 26097Murphy2025-03-23
In the last few days, I had some troubles with Python dependencies on my Windows machine. I tried to install new packages to test them. Indeed, they were installed and I could see all the details with $ pip show [library_name] but when I tried to import t- 25919Murphy2025-03-23
An intuitive introduction to signal aliasing with Python- 26077Murphy2025-03-23
My philosophy centers around attempting simple solutions before resorting to complex ones. By exploring the easy methods in this article, you may find the performance increase you need, sparing yourself the intricacies and countless hours required for imp- 23453Murphy2025-03-23
Why is ChatGPT only trained up until 2021?
Learn how to rearrange your code to achieve significant speed improvements.
