Edge Impulse is running a "3 days of embedded ML" event starting tomorrow https://www.edgeimpulse.com/imagine .
I thought that I'd mention it in case others wanted to attend. There are quite a few interesting talks and workshops. I noticed that Adam Taylor is doing a workshop on Thursday using the Sony Spresense to deploy ML on an agricultural robot.