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machine learning

You Can’t Find the Needle If You Don’t Know It Exists

This blog is adapted from my book titled “Inside the Cockpit: Navigating the Complexity of Drug Development with AI and Blockchain”. Full copies are available here.  In December 2014, a twenty-nine-year-old investor named Vivek Ramaswamy bought a patent from GlaxoSmithKline (GSK) for $5 million. The patent covered an Alzheimer’s drug candidate that had failed GSK’s …

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Innoplexus’s Proprietary CAAV Framework for Intelligent Big Data Analysis

The amount of data currently being produced by the life sciences industry is exploding. Medical information alone is expected to double every 73 days by 2020,1 and much of this data is unstructured. If we want to put this extremely complex, vast ocean of data to use, we need to crawl, aggregate, analyze, and visualize …

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What is Machine Learning?

Machine learning (ML) is an integral sub-field of AI or Artificial Intelligence that applies statistical, logical and mathematical techniques in order for computers to progressively learn data processing without exclusive programming. AI plays a vital role in powering innovation. Just to clarify the difference: The field of data mining has acquired most of its motivation …

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How does Artificial Intelligence work?

Artificial Intelligence garners more frontpage headlines every day. Artificial Intelligence, or AI, is the technology enabling machines to learn from experience and perform human-like tasks. Ping-ponging between utopian and dystopian, opinions vary wildly regarding the current and future applications, or worse, implications, of artificial intelligence. Without the proper moorings, our minds tend to drift into …

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Why machines need to speak the language of Life Sciences

Do you remember the days when NLP, known as Neuro-Linguistic Programming was all the rage in self-help books and motivational speaking? You remember the self-help gurus preaching the use of Neuro-Linguistic Programming as a method to help you achieve near superpowers to attain your goals by “modelling” the skills of so-called exceptional people. Well, since …

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