Jesus Rodriguez, Towards Data Science
There are several aspects that distinguish AI environments. The shape and frequency of the data, the nature of the problem , the volume of knowledge available at any given time are some of the elements that differentiate one type of AI environment from another. Deep diving into those characteristics will guide the strategies of AI experts in areas such as algorithm selections, neural network architectures, optimization techniques and many other relevant aspects of the lifecycle of AI applications. Understanding an AI environment is an incredibly complex task but there are several key dimensions that provide clarity on that reasoning.
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