Background; I switched careers from healthcare (laboratory science) to a business/tech career years ago. It's absolutely doable.
Random comments for you:
IT is a huge field and can be used as an over-arching term for true IT work (admin, network, security) to Development/Engineer (web, mobile, software development).
If you haven't already, narrow down that work you want to do, and then start learning on your own.
There are plenty of places online where you can start by getting-your-feet wet in a particular field, to training for certifications.
There are very few places that will train you from scratch (mostly because you can learn so much for free on the web these days).
Both Google and Amazon has free (or nearly free) training for many IT programs (assuming you are leaning toward IT - cloud management, network, security work). https://cloud.google.com/training and https://aws.amazon.com/training/
If you want to learn to code, there are many organizations that help people and women transition into development jobs, although I would suggest getting your feet wet in programming using YouTube videos'. They are free and you can see what development language "speaks" to you.
Once you have learned the basics, your path to your first job will be (a little) easier. You don't necessarily need job experience to get an IT/Dev job but you do need to have some skills.
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