Eli Bixby shares resources and advice for developers interested in diving into TensorFlow and machine learning. He recommends the Stanford coursera course on machine learning for beginners, and suggests a Udacity course on TensorFlow for those with machine learning experience. Eli emphasizes that now is a great time to learn machine learning, and encourages developers to familiarize themselves with the terminology through reading blog posts and documentation.