Compilers Courses and Certifications

Compilers

32 ratings at edX

Learn compiler design principles and techniques, from lexical analysis to code generation, with optional hands-on project building a compiler for the COOL language.

• edX
• 10 weeks, 5-10 hours a week
• On-Demand
• Free Online Course (Audit)

Compilers: Theory and Practice

This course teaches the theory and practice behind building compilers for higher level programming languages.

• Udacity
• On-Demand
• Free Online Course

Windows Runtime Internals

45 ratings at Pluralsight

Discover the compilers, tools, mechanics, and abstractions that make up the Windows Runtime’s component architecture.

• Pluralsight
• 2 hours 41 minutes
• On-Demand
• Free Trial Available

Simons Institute

Using Program Synthesis to Build Compilers

Explore program synthesis techniques for building efficient compilers, focusing on syntax-driven compilation, verification, and evaluation methods.

• YouTube
• 27 minutes
• On-Demand
• Free Video

White Hat Cal Poly

Compilers - Jared Shumway

Explore compiler internals, optimization techniques, and security enhancements to improve code efficiency and write better programs.

• YouTube
• 30 minutes
• On-Demand
• Free Video

Simons Institute

Transparent SNARKs from DARK Compilers

Explore transparent SNARKs and DARK compilers in cryptography. Learn about polynomial commitments, interactive proof systems, and recent advancements in zero-knowledge proofs for blockchain applications.

• YouTube
• 48 minutes
• On-Demand
• Free Video

Mozilla Hacks

Implementing JavaScript in Two Places: Baseline Interpreter and Compiler - Part 5

Explore SpiderMonkey's JS implementation, focusing on the transition from interpreter to baseline interpreter and the distinctions between interpreters and compilers.

• YouTube
• 1 hour 15 minutes
• On-Demand
• Free Video

Scalable Parallel Computing Lab, SPCL @ ETH Zurich

Can I Cook a 5 o'clock Compiler Cake and Eat It at 2? - Optimizing Compilers for High-Performance Computing

Explore ML-enhanced compilers and domain-specific code generators in high-performance computing. Examine the programmability/performance dilemma and potential solutions for future compiler development.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Dyalog User Meetings

Report on Co-dfns: Current State, Developments, and Future Outlook - Dyalog '22

Explore the latest developments in Co-dfns, a high-performance compiler for parallel dfns, and its impact on the computing landscape. Learn about its benefits and future prospects.

• YouTube
• 20 minutes
• On-Demand
• Free Video

ACM SIGPLAN

What Compilers Desire from Weak Memory Semantics

Explore compiler optimization challenges in concurrent programs, focusing on memory models and safety. Investigate deriving models that retain optimization safety across different consistency levels.

• YouTube
• 19 minutes
• On-Demand
• Free Video

ACM SIGPLAN

Falcon: A Scalable Analytical Cache Model

Explore a scalable analytical cache model for affine programs, improving performance prediction efficiency and enabling faster optimization decisions in large-scale software development.

• YouTube
• 17 minutes
• On-Demand
• Free Video

ACM SIGPLAN

Mosaic: An Interoperable Compiler for Tensor Algebra

Explore Mosaic, an innovative compiler for sparse tensor algebra that combines external function calls and code fusion, offering flexibility and performance gains in tensor computations.

• YouTube
• 19 minutes
• On-Demand
• Free Video

ACM SIGPLAN

Integrating Data Layout into Compilers and Code Generators

Explore data layout optimization techniques for high-performance code generation, focusing on tensor contraction computations and sparse polyhedral formats.

• YouTube
• 15 minutes
• On-Demand
• Free Video

ACM SIGPLAN

Morello Software and Compilers

Explore Morello software and compilers, focusing on advanced techniques and innovations in programming language implementation for enhanced security and performance.

• YouTube
• 29 minutes
• On-Demand
• Free Video

Unify

Large Language Models for Compiler Optimization

Explore how large language models can enhance compiler optimization, focusing on a custom 7B parameter Transformer model that generates optimal compiler options for minimizing code size.

• YouTube
• 59 minutes
• On-Demand
• Free Video