For a long time, computer scientists struggled to develop artificial intelligence that could solve difficult symbolic math. At best, it could solve high school math problems—and not even well enough ...

Catalog description: Presents the underlying theory behind machine learning in proofs-based format. Answers fundamental questions about what learning means and what can be learned via formal models of ...

Machine learning is a subfield of artificial intelligence, which explores how to computationally simulate (or surpass) humanlike intelligence. While some AI techniques (such as expert systems) use ...