The problem of inefficient systems that would benefit from automation is far-reaching, impacting all areas of healthcare operations; from PDM to claims operations, and from billing to customer support. Even though the financial losses we commonly think of when we think of operational inefficiencies are significant, they don’t give a complete picture of the true costs incurred when effective automation is not holistically deployed.
Farming Can Be Rocket Science. AI Can Help. – Farming can involve an astoundingly complex blizzard of dozens of variables, some of which vary over inches of land, as well as minute to minute. This daunting stew of information defies the ability of conventional analysis techniques to make reliable predictions about how farmers’ decisions and techniques will affect results.
Despite recent advances in artificial intelligence (AI) research, human children are still by far the best learners we know of, learning impressive skills like language and high-level reasoning from very little data. Children’s learning is supported by highly efficient, hypothesis-driven exploration: in fact, they explore so well that many machine learning researchers have been inspired…
Multi-output regression involves predicting two or more numerical variables. Unlike normal regression where a single value is predicted for each sample, multi-output regression requires specialized machine learning algorithms that support outputting multiple variables for each prediction. Deep learning neural networks are an example of an algorithm that natively supports multi-output regression problems. Neural network models…
Industry 4.0 – Technology creates new opportunities and change the existing state. Only one thing we know for certain, the only constant we can count on is the change. Technology changes future occupations and make many of current ones will be obsolete. In parallel it also changes the relations inside companies, ways of recruiting, but also a way to manage and evaluate employees. Very soon we will feel the effect of processing Big Data, AI, Machine Learning, Virtual Reality, IoT, Biotechnology, 3D printing, Automation, Autonomous Transport or the different usage of Robots.
We are a privileged generation to live in this era full of technological advancements. Gone are the days when almost everything was done manually, and now we live in the time where a lot of work is taken over by machines, software, and various automatic processes. In this regard, artificial intelligence has a special place…