Advanced Compilers: The Self-Guided Online Course
Cornell University has made its PhD-level 'Advanced Compilers' course, CS 6120, available as a self-guided online program. This offers a rare opportunity for deep technical learning in programming language implementation, featuring a curriculum that balances universal compiler topics with research-flavored areas. Its open-source nature and structured yet flexible format make it highly appealing to those seeking rigorous, university-level computer science education without formal enrollment.
The Lowdown
Cornell University's CS 6120: Advanced Compilers, originally a PhD-level course, has been released as a self-guided online offering. Taught by Adrian Sampson, this course delves into the intricate world of programming language implementation, providing a comprehensive curriculum accessible to anyone interested in compiler design and optimization. It blends theoretical knowledge from academic papers with practical, open-source hacking tasks using tools like LLVM and Bril, an educational IR developed specifically for the class.
Key aspects of the self-guided course include:
- Comprehensive Curriculum: Covers essential compiler topics such as intermediate representations, data flow, and classic optimizations, alongside advanced research areas like parallelization, just-in-time compilation, and garbage collection.
- Structured Learning Path: Features a linear timeline of lessons, each comprising video lectures, written notes, and integrated academic papers for reading.
- Hands-on Implementation Tasks: Emphasizes practical application with open-ended coding tasks designed to solidify understanding by transforming abstract concepts into functional code.
- Tools and Frameworks: Utilizes industry-standard LLVM for practical exercises and introduces Bril (Bottom-up IR for Languages), an educational intermediate representation.
- Flexibility: Unlike the 'real' university course, the self-guided version allows learners to ignore task deadlines and progress at their own pace.
- Open Source: The course materials are openly available on GitHub, encouraging community contribution and bug reporting.
This initiative from Cornell provides a valuable resource for aspiring compiler engineers and researchers, offering a rigorous, structured, and free pathway to mastering advanced compiler concepts.