34 Great Articles and Tutorials on Clustering
This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, decision trees, ensembles, correlati...
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“Please, explain.” Interpretability of black-box machine learning models
In February 2019 Polish government added an amendment to a banking law that gives a customer a right to receive an explanation in case of a negative credit decision. It�...
5 Dimensions to Consider for Governments Turning to AI
Artificial Intelligence might not be the newest entrant in smart technology but, its redefined usage is. It has recently gained mass popularity. Now, it is being accepted...
AI/ML Lessons for Creating a Platform Strategy – Part 2
Summary: McKinsey says platform companies will represent 30% of global business revenue by next year (2020). In Part 1 of this article we started to lay out some impo...
No Matter What You Call It, It’s all the Same Thing
Summary: A little history lesson about all the different names by which the field of data science has been called, and why, whatever you call it, it’s all the same th...
Creating Autonomous Entities: Optimizing Systems of Subsystems
I continue to be infatuated with the potential of autonomous entities that self-monitor, self-diagnose, self-fix and self-learn without human intervention. The vision o...
Impact of Hybrid Cloud on the AI Driven Future Enterprise
The cloud is one of the quickest and most rapidly growing deployment options for businesses around the globe. With the recent surge toward intelligent enterprises, we’r...
Faster Innovation and Development with a Full-Stack AI Strategy
The future is here and companies that have incorporated the latest innovations led by AI in their business processes are reaping the rewards. A full-stack AI strategy i...
Tensorflow 2.0 coding workshop notebooks
At our meetup Data Science for Internet of Things, Dan Howarth conducted a workshop on tensorflow 2.0 we plan to convert it into another book on data science central. fo...
Neuromorphic Chips and the Future of Your Cell Phone
Summary: The ability to train large scale CNNs directly on your cell phone without sending the data round trip to the cloud is the key to next gen AI applications like ...