What is the biggest advantage of deep learning?
Artificial intelligence (AI) refers to the simulation of human intelligence in machines that are programmed to think like humans and mimic their actions. The term may also be applied to any machine that exhibits traits associated with a human mind such as learning and problem-solving.
Advantage of Artificial intelligence (AI) :
Following are the benefits or advantages of Deep Learning:
➨Features are automatically deduced and optimally tuned for desired outcome. Features are not required to be extracted ahead of time. This avoids time consuming machine learning techniques.
➨Robustness to natural variations in the data is automatically learned.
➨The same neural network-based approach can be applied to many different applications and data types.
➨Massive parallel computations can be performed using GPUs and are scalable for large volumes of data. Moreover, it delivers better performance results when amount of data is huge.
➨The deep learning architecture is flexible to be adapted to new problems in the future.
This question was asked in Assignment of Artificial Intelligence of BTech- 2nd sem. For other questions please go through the upcoming post.