The Flywheel of Machine Learning Systems – Good Audience

Many companies want to ride on the wave of machine learning and AI and are looking for ways to develop such systems into their business. The technology of machine learning, artificial intelligence, and deep learning specifically are relatively new, and the number of experts in this domain is limited. The main mistake that some of these companies are doing is to start with the technology and not with the business needs. They are hiring a couple of data scientists and give them access to the databases, and ask them to build something interesting from the data. It is true that you can find some interesting anecdotes in the data, but for a successful system, the process should be different.