Data Cleaning in Python vs. Data Quality Tools
Introduction In the era of big data, the importance of clean and high-quality data cannot be overstated. Data cleaning is a crucial step in the data preprocessing p...
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Mobile drivers’ licenses: A humbler take on self-sovereign identity and personal data protection
I’ve been interested in self-sovereign identity for a number of years now, ever since I interviewed Phil Windley, a founder of the Internet Identity Workshop (IIW) and ...
New Book: Practical GenAI and Machine Learning – Projects and Datasets
This book is for participants in my AI and machine learning certification program. However, it is now free and available to everyone. With tutorials, enterprise-grade pro...
5 critical metrics every data scientist should monitor in hybrid cloud environments
Experienced data scientists will find it helpful to think of hybrid cloud environments as a kind of high-tech ecosystem—complex and full of pitfalls that could swallow ...
Scaling FAIR data sharing in an R&D culture
Interview with Ben Gardner of AstraZeneca Image by Gerd Altmann from Pixabay Ben Gardner’s experience working with drug discovery teams goes back two decades, when he w...
How can data and analytics transform financial IT?
Top 5 financial IT solutions transforming the industry As technology advances, customers expect to access instant services through their phones regardless of their locati...
What data scientists overlook when it comes to knowledge graphs
Image by Ahmad Ardity from Pixabay The good news is that the data science community is taking more of an interest in knowledge graphs lately. But unsurprisingly, some dat...
The AI radiologists replacement saga: Don’t be misled by the scaremongering – science v.s. science fiction
Seven years ago, an unexpected nationwide shortage of radiologists was triggered by a single statement from Professor Geoffrey Hinton. The statement was:“I think if...
How to build a robust data science portfolio from scratch
It’s always wise to craft a killer data science portfolio if you want to get noticed in this increasingly competitive and in-demand niche. Of course, achieving this is ...
Use cases show that on-package accelerators benefit HPC/AI workloads from computation to data movement and security
Customer success stories illuminate how hardware accelerators speed necessary infrastructure to support all aspects of an accelerated AI and HPC computing datacenter....