Machine Learning Development Trends

Enterprises have been using analytical machine learning techniques for years to solve business problems related to making predictions on raw data. Today, perception-based techniques driven by deep learning and neural networks are gaining traction around understanding vision and language, both of which have applications within enterprise settings. When people speak of enterprise artificial intelligence (AI), it is quite common to treat it as a generic term or one large entity without being specific about what technology is being used. This can lead to misunderstandings around what AI can and cannot do, the software and hardware that is required, or even the talent needed to develop the AI solution. However, these techniques should be treated separately from the deep learning branch of AI.