The long game: Feedback loops and desiloed systems by design (Part II of II)
The previous post covered the problem of oversiloing. Systems thinking, I pointed out, can help reduce the practice of siloing when it’s not necessary. In earlier...
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How Metadata Improves Security, Quality, and Transparency
How does Spotify battle against a giant like Apple? One word: data. With machine learning and AI, Spotify creates value for its users by providing a more personalized and...
Tips for Weaving and Implementing a Successful Data Mesh
For years, organizations have been working steadily to consolidate their data into a single place via a data warehouse, or more recently, a data lake. Data lakes offer ke...
AI SEO: How AI Helps You Optimize Content for Search Results
AI has been making its way into the marketing world over the last few years. Businesses have touted it as the solution to their problems and a way to incorporate technolo...
Understanding the Role of Augmented Data Catalogs in Data Governance
Every time we think we have grasped a new technology and its use. Sometimes that shift is an increase in the technology itself that seemingly intensifies the original ver...
Security Issues in The Metaverse
Issues that will affect the metaverse range from hacking to cyberbullying. Proposed solutions are far from perfect. We may see end-to-end encryption disappear soon. The o...
Google Colab to a Ploomber pipeline: ML at scale
In this short blog, we’ll review the process of taking a POC data science pipeline (ML/Deep learning/NLP) that was conducted on Google Colab, and transforming it into a...
Biases in CLIP and the Stanford HAI report
The Stanford HAI (Human cantered artificial intelligence) report is out. I track this report every year and it always has some good insights. The report is a bit more foc...
How to Modernize Enterprise Data and Analytics Platform (Part 1 of 4)
Data and Analytics Platform is a sub-platform of the Enterprise Digital Business Technology Platform. It contains information management and analytical capabilities. Intr...
Is the Data Scientist the Weak Link in Data-driven Value Creation?
I attended an in-person customer event sponsored by Dataiku last week. Very fun. Man, do I miss the provocative and enlightening discussions that occur in the...