Its mission is to drive digitization and transformative change atop what remains the most sustainable mass transit option humanity has - rail travel - using AI plus IoT (Internet of Things) to add intelligence to fixed rails by capturing real-time data on what’s happening on and to the railway network. It’s building out a SaaS business powered by proprietary sensing hardware and AI that drives a predictive maintenance software-as-a-service play which is upgrading railway infrastructure, one switch at a time. But far from the viral buzz swirling around developments in generative AI tools like ChatGPT and DALL-E, Konux, a Munch-based deep tech AI scale-up, has been quietly trucking along applying machine learning to transform transportation on the railways.

Beginners often play the notes they work with their stronger fingers much harder.Unless you’ve been on an extended digital detox this year, you can’t have missed how a certain flavor of AI hype has been accelerating down the tracks like a runaway train. To practice dexterity and intonation (play all keys with even loudness.Why you should exercise scales in general: Play both hands up starting with the left hand on the lowest Eb and stopping when the right hand reaches the highest Eb, then play down to the starting position.Play the right hand up starting from the lowest Eb to the highest, and down starting from the highest Eb to the lowest.Play the left hand up starting from the lowest G to the highest, and down starting from the highest G to the lowest.Play both hands up and down using a metronome and slowly increasing speed - this one is NOT easy, so take your time!.Play the right hand up and down using a metronome and slowly increasing speed.Play the left hand up and down using a metronome and slowly increasing speed.

Play one Eb-Major exercise after the other and only move on after having correctly played the previous exercise 5 times on your piano: 6 Exercises to Practice the Eb Major Scale

E flat major scale e major scale