A 3rd gen iPad cannot be upgraded beyond iOS 9.3.5/9.3.6.
A 3rd gen iPad is a nearly 8-year old device, now!
Its internal hardware is too old, underpowered and completely incompatible with any current and future versions of iOS.
Sorry. It is what it is at this very late date.
If you need an iPad that can run the latest and greatest versions of iOS, as well as, the most current apps available, then, you will need to purchase a new iPad from Apple or a discounted, refurbished iPad from Apple’s Refurbished & Clearance section of Apple’s Website.
AND, it is s moot point, anyhow, now.
Old apps for both iOS 9 and 10 and earlier are disappearing for good, now!
These old iPad 2,3, 4, 1st gen iPad Mini models are nearing 8 and 9-years old, now.
As of the beginning of 2019, many, MANY third party app developers are all more quickly and completely dropping older app support for all old 7, 8 and 9-year iPads that are running 2-3 year old and earlier iOS versions.
Third party app developers are removing all of their older, legacy versions of their apps from Apple's App Store servers, now.
Older versions of apps are going to be gone for good, now!
Getting older versions of app for these old iPad models, initially from Apple’s iOS App Store is getting to be very difficult and problematic, now, and will only be getting much worse in the year 2020.
These old iPads are now reaching their complete end of life and support.
Old iPads that can no longer be upgraded/updated will have NO MORE APPS AVAILABLE for initial download, at all, soon, from the Apple iOS App Store, for such old iOS devices in the very near future.
Older versions of apps for older iPads will be completely gone, very soon!
Time to now seriously consider a new or discounted, refurbished iPad from Apple.
Sorry & Best of Luck to You!