Healthcare uses big data for patient admission prediction, personalized treatments and practice management optimization. Telecoms carry out location-based device analysis and optimize prices, call centres and networks. Financial services use it for customer analytics, risk assessment
Many industries are investing in big data analytics (BDA) solutions. There are many benefits, but there are also concerns around the quality and management of data, as well as how it is generated, used, stored and protected.
The digital transformation is fuelling the 4th industrial revolution and redefining how businesses and industries work. Transformative technologies such as Artificial Intelligence (AI) and Big Data are enabling the transformation across industries.
It is difficult to eliminate bias from many of the algorithms that increasingly are becoming part of our daily lives, from search engines to facial recognition systems. Here are the four of the most common kinds of bias related to machine learning systems.