Explainable Artificial Intelligence

Introduction In the era of data science, artificial intelligence is making impossible feats possible. Driverless cars, IBM Watson's question-answering system, cancer detection, electronic trading, etc. are all made possible through the advanced decision making ability of artificial intelligence. The deep layers of neural networks have a magical ability to recreate the human mind and its functionalities. When humans make decisions, they have the ability to explain their thought process behind it. They can explain the rationale; whether its driven by observation, intuition, experience or logical thinking ability.