What is Greenwashing? And How to Use Analytics to Detect It?
Explore how data analytics can help us to detect and prevent greenwashing and promote genuine sustainability.- 21282Murphy2025-03-23
Math in the Real World: Tests, Simulations, and More
Our weekly selection of must-read Editors' Picks and original features- 29914Murphy2025-03-23
Deep dive into pandas Copy-on-Write mode – part I
Explaining how Copy-on-Write works internally- 20729Murphy2025-03-23
Machine Learning for Regression with Imbalanced Data
Why it is so hard to predict outliers in your dataset, and what you can do against it- 21309Murphy2025-03-23
5 Ways Generative AI Changes How Companies Approach Data (And How It Doesn't)
Experts from venture capital, Snowflake, and more discuss how generative AI will benefit data teams and the challenges they must solve.- 20394Murphy2025-03-23
Learn Data Science (or any skills) with "Deliberate Practice"
A look back on what I did right- 27943Murphy2025-03-23
A Gentle Introduction to Open Source Large Language Models
Why everyone is talking about Llamas, Alpacas, Falcons and other animals- 24827Murphy2025-03-23
PyTorch Model Performance Analysis and Optimization – Part 3
How to Reduce "Cuda Memcpy Async" Events and Why You Should Beware of Boolean Mask Operations- 26581Murphy2025-03-23
There's No Such Thing as a Self-Taught Programmer.
It's never too late to change career path, but do it right.- 24365Murphy2025-03-23
Does Rain Predict Rain? US Weather Data and the Correlation of Rain Today and Tomorrow
Introducing useful climate datasets and validating a global warming prediction- 29248Murphy2025-03-23
Using Bayesian Networks to forecast ancillary service volume in hospitals
A Python example using diagnostic input variables- 28865Murphy2025-03-23
Google's Latest Approaches to Multimodal Foundational Model
Multimodal foundational models are even more exciting than large language models. This article reviews Google research's latest progress.- 28252Murphy2025-03-23
Unveiling the Power of Bias Adjustment: Enhancing Predictive Precision in Imbalanced Datasets
Addressing class imbalance is crucial for accurate predictions in data science. This article introduces Bias Adjustment to enhance model...- 20159Murphy2025-03-23
HashGNN: Deep-dive into Neo4j GDS's new node embedding algorithm
In this article, we will explore alongside a small example how HashGNN hashes graph nodes into an embedding space.- 28076Murphy2025-03-23
Spoken language recognition on Mozilla Common Voice – Audio Transformations.
This is the third article on spoken language recognition based on the Mozilla Common Voice dataset. In Part I, we discussed data selection...- 26924Murphy2025-03-23
A Good Description Is All You Need
How to use few shot learning to improve text classification performance- 22662Murphy2025-03-23
Makefile Tutorial
How to use Make and Makefiles to optimise your machine learning pipeline- 27137Murphy2025-03-23
Maximize Your Insights by Choosing the Best Chart: Network, Heatmap, or Sankey?
Beautiful visualizations are great but to maximize the interpretability, you need to choose a chart carefully.- 24377Murphy2025-03-23
How to Use Google's PaLM 2 API with Python
Customize and integrate Google's LLM in your application.- 23929Murphy2025-03-23
Practical Tips for Improving Exploratory Data Analysis
A short guide of making EDA easier (and prettier)- 30055Murphy2025-03-23
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.