Importance of Feature Importance
Feature Importance is a technique in machine learning that assigns a score to the input features based on how useful they are at predicting a target output. But how do I know which features to keep …
Tug of War Between Precision & Recall
Why model accuracy alone isn’t okay Imagine if you are working on a dataset to detect credit card fraud in which there is no fraudulent activity in 99% of the observations. It is easy to make …
Thousand-Algorithm Developer
Meet Dr. Padma Polash Paul, a man whose efforts in the field of artificial intelligence and machine learning led to the development of mlOS – the machine learning Operating System. mlOS is a platform to build, …
Is Digital Labor a Threat or Opportunity?
On hearing the term “Artificial Intelligence”, the majority of us think about robotic post-apocalypse movies. And even though we enjoyed watching Will Smith’s performance in “I, Robot”, the fear of robots taking over the world is …
Does Digital Require Radical Disruption?
People often associate digitalization with disruption. Managers have been led to believe that digital transformation means a dramatic change to their company’s value proposition. They, therefore, end up investigating non-existent customer needs and try serving them …
Finding the right AI vendor must be tough!
AI is here. It works. Since it has many uses in all parts of your business, in all industries, choosing an AI vendor must be tough. After all, there are so many! We broadly see 3 …
Should a small business be forced to diminish just because its small?
Everyone knows that Artificial Intelligence (AI) brings a serious competitive advantage. Think Uber vs. local taxis or Amazon vs. local stores. Uber started small and quickly took a huge share out of the local taxi market. …
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