Decision Tree Fundamentals
Presentation on decision tree fundamentals such as finding best split, gini, entropy, misclassification error, gain ratio, numerical examples. Full presentation at Than...
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Is Analytics-driven Innovation the Ultimate Oxymoron?
Sometimes it just takes a simple, provocative statement to kick-off the innovation process – to remove an everyday given like driving a car or possessing a landline pho...
Magic Dust for Artificial Intelligence Product Managers
In a meeting with engineering leadership, I was told, “We’ll tack on the AI later.” While doing ethnographic testing with a β customer, I was asked if ...
Positive impact of AI on employee experience
Abhijeet, the HR head has deployed artificial intelligence in his organization with the objective of taking care of his employees and to stay ahead of the competition. He...
How Data Warehousing Support in Faster Decision Making For Rapid Growth of Organisation?
The role of data is changing significantly with advanced methodologies used for upgrading sales and integrating business intelligence in the organisational schema for bet...
Kubernetes in 10 minutes
Kubernetes is a technology that allows us to isolate an application. That is good but how can we scale this? Of course, we should create new containers. But, how many con...
Does "All models are wrong, but some are useful" quote apply to Machine learning models?
Models are simplification or approximation of reality and hence they will not capture all of reality. “All models are wrong, but some are useful” is a famous quote by...
Deploying machine learning models using Agile
In the previous post, ten strategies to implement ai on the cloud and edge, I discussed strategies for end to end deployment for machine learning modules. How this relate...
Just How Much Do You Trust Your AI?
Summary: Just how much should you trust your AI systems? Best practice points to constant review, strong governance, and the willingness to override results that seem...
What are the recent advances in Cognitive radio and its functionalities
With the rapid growth of wireless communication there are many advances that are discovered and still in development due to the demand of innovations, competitions inves...