Tag: deep learning
Data Scientist 4.0 – Bridging the World of Manufacturing and Data
Since the announcement of the 4th Industrial Revolution in 2011, multitudes of emerging technologies have transpired around “Industry 4.0”. Technologies such as digital twins, Industrial Internet of Things (IIoT), and cyber-physical systems have come into the scene as core elements, providing the necessary ingredients for a paradigm shift in manufacturing. Technologies around predictive analytics and artificial intelligence are pioneering new approaches with many use cases including predictive maintenance, autonomous process optimization, and pattern recognition - used to identify potential failures in real-time. Because of this, data science is becoming an invaluable discipline for our industry in order to transform information into knowledge.
Pharma 4.0 is here – we need to understand the compliance implications of big data and AI
With Pharma 4.0 comes a paradigm shift in many aspects. We in the pharma industry know all too well that every move we make needs to consider compliance with regulation - it's in everything that we do. Yet we can’t ignore the promise that these new technologies come with while at the same time speculating about the regulatory aspects. Although it may seem overwhelming right now, we must change the way we think. New technologies such as big data, artificial intelligence, machine learning, and deep learning offer unprecedented analysis of real-time data and can even predict trends in processes, operations, and quality. You probably have heard this many times before, but it is truer this time than before.