I would second this. This is a lucrative field, and being from the inside may offer you an insight that not many others have.
You also don't need to know how to code to begin a start-up. I would take the time to learn, but you can get the ball rolling with freelancers. Then, validate your idea and build a prototype.
If you take time to learn programming first, you may miss the current window of relatively easy seed money. Think of an angle, use $40-50K of your nest egg, and get a contractor to build a nice prototype quickly.
If/when you do go out to raise money, you'll have far more success if you can tell a convincing story about why you have an unfair advantage in your chosen space. Leverage your history and experience to its fullest; that's something others cannot compete with you on.