Machine learning algorithm itself is rarely the main barrier in building AI applications. Instead, the real culprit is the set of complex systems that prepares large-scale training and test data for the ML algorithms.
Apache Spark is a huge leap forward in democratizing AI. However, it does not solve all the problems. Databricks CEO Ali Ghodsi explains how Databricks democratizes AI by making it easier to build end-to-end machine learning pipelines with Apache Spark.