Explore the world of TinyML applications through a comprehensive talk delivered at TinyML Summit 2021. Dive into the innovative approach of containerizing TinyML applications and discover how this technology can revolutionize critical functions in healthcare, field operations, and telecom. Learn about open-source tools like Rune and Hammer, and witness the creation of a demo application. Gain insights into the differences between CloudML and TinyML, explore practical use cases such as cough detection for public spaces, and understand key concepts like Rune File and confidence levels. Discover the benefits of open-source development and containerization in TinyML. Get guidance on how to start your TinyML journey, explore the roadmap for future developments, and engage with audience questions to deepen your understanding of this cutting-edge technology.