AI Series: Part 2 – Machine Learning and Deep Learning in Enterprise

Machine learning and deep learning can be powerful toolkits for enterprise CIOs – but how can you tell which framework is best for your business? The prospect of deep learning doing all the heavy lifting when it comes to building a prediction model sounds very exciting. However, it poses significant challenges when it comes to organizational problem solving due to the following reasons. Cloud-based compute is usually the most feasible option, but may not sit well with companies that are very guarded about their data going off premise. On the other hand, on-premise servers and staff to run and maintain them are very costly.