the microbit machine learning tool lets you train test and improve a machine learning model that can recognize different actions or movements here's a quick tour of how it works you'll need two microbits you'll hold or wear the first microbit follow the instructions on screen for setting up microbit one then unplug it and attach a battery pack if you have a wrist strap you can attach microbit one to your arm the second microbit stays connected to your computer with a USB cable follow the instructions on screen for setting up microbit 2 at the bottom of the screen you'll see live movement data from microbit 1's accelerometer sensor each colored line represents a different direction or Dimension you're moving the microbit in Step One add some data decide which actions you want the microbit machine learning tool to recognize clapping and waving are good ones to start with name your first action then start moving click the red button to collect your first sample of data collect at least three samples of your first action and do the same for at least one other action step two train the model this means that the machine learning tool makes a set of rules to estimate which action you're doing when moving microbit one step three test the model try making each of your actions the screen shows which action the model estimates that you're making the percentage number is how confident or sure the model is now try it yourself and see what different movements you can train the microbit machine learning tool to recognize