Introduction to Explainable AI -- for beginners

Machine learning (ML)-powered AI systems are already affecting every aspect of our lives, from banking, healthcare, industry, and transportation to communications, entertainment, and gaming. The rush to embrace artificial intelligence is at an all-time high. More firms are processing large amounts of data, building models using cutting-edge algorithms, and deploying them into products. We don't often spend the same rigor verifying and validating these models as we do in traditional Software deployment since we're so focused on time-to-market. We will have a team of quality assurance engineers test the system on different combinations of data before putting it in production to ensure it achieves expected outcomes and does not produce undesired results.