Compilers Courses and Certifications

Compilers: Theory and Practice

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

• Udacity
• 16 hours
• On-Demand
• Free Online Course

Compilers

34 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 Techniques

Master compiler construction fundamentals from lexical analysis to code generation, including hands-on implementation of a Python-based compiler and practical understanding of parsing techniques.

• XuetangX
• On-Demand
• Free Online Course

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

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

AI Engineer

Compilers in the Age of LLMs

Discover how LLMs transform Python functions into portable native binaries for AI inference, enabling local and cloud deployment with familiar OpenAI client experience.

• YouTube
• 18 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

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

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

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

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

Code Sync

Well-typed Programs Can Go Wrong: Type Checkers in Compilers

Explore how randomized software testing enhances compiler type checker reliability, with insights from 250+ bugs found in Java, Kotlin, Scala, and Groovy compilers affecting type inference and polymorphism.

• YouTube
• 23 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

Gopher Academy

Exploring the Go Compiler: Adding a Four Loop

Dive into the Go compiler's inner workings through implementing a "four" loop, understanding parsing, optimization, and machine code generation processes for better Go development.

• YouTube
• 21 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