The 16 Best Advanced Analytics Software Applications and Tools for 2021

Solutions Review's listing of the best advanced analytics software, applications, and tools is an annual sneak peek of the top tools included in our Buyer's Guide for Data Science and Machine Learning Platforms. Information was gathered via online materials and reports, conversations with vendor representatives, and examinations of product demonstrations and free trials. The editors at Solutions Review have developed this resource to assist buyers in search of the best advanced analytics software, applications, and tools to fit the needs of their organization. Choosing the right vendor and solution can be a complicated process -- one that requires in-depth research and often comes down to more than just the solution and its technical capabilities. To make your search a little easier, we've profiled the best advanced analytics software providers all in one place.