DeepRacer is a way to learning about self-driving cars, machine learning and reinforcement learning. This is an opportunity for students in Middle School and above to try the concepts of reinforcement learning models as they develop models to train agents. You can find our more below. The Student League platform includes short courses on machine learning, as well as up to 10 hours a month of cloud computing time to train the model.
A great place to start in understanding the differences between AI, ML and DL is this article at Beyond Data Science.
"AI enables the machine to think, that is without any human intervention the machine will be able to take its own decision. It is a broad area of computer science that makes machines seem like they have human intelligence."
"Machine Learning is a subset of Artificial Intelligence that uses statistical learning algorithms to build systems that have the ability to automatically learn and improve from experiences without being explicitly programmed."
"Deep learning is a machine learning technique that is inspired by the way a human brain filters information, it is basically learning from examples. It helps a computer model to filter the input data through layers to predict and classify information."