Compilers Courses and Certifications

Paul G. Allen School

CSEP 501 - Compilers for Computer Languages - Lecture 7

Explore advanced compiler optimization techniques, focusing on data-flow analysis and its applications in program transformation and code improvement.

• YouTube
• 2 hours 44 minutes
• Self-Paced
• Free Video

Data Science Conference

Optimizing AI Inference with ML Compilers and Hardware

Explore how ML compilers and hardware innovations optimize AI inference, addressing LLM complexity challenges and showcasing specialized hardware solutions for efficient AI deployment.

• YouTube
• 34 minutes
• Self-Paced
• Free Video

ACM SIGPLAN

Challenges and Opportunities for Sparse Compilers in Large Language Models

Explore challenges and opportunities for sparse compilers in large language models, focusing on advancements in compiler technology for AI applications.

• YouTube
• 16 minutes
• Self-Paced
• Free Video

Centre International de Rencontres Mathématiques

Polyhedral Sets, Lattice Points, Optimizing Compilers and Computer Algebra - Lecture 1

Explore core algorithms of polyhedral geometry, covering rational polyhedra, lattice points, and applications in optimizing compilers. Learn both theoretical concepts and practical implementations.

• YouTube
• 1 hour 27 minutes
• Self-Paced
• Free Video

Centre International de Rencontres Mathématiques

Polyhedral Sets, Lattice Points, Optimizing Compilers and Computer Algebra - Lecture 2

Delve into core algorithms of polyhedral geometry, exploring rational polyhedra, lattice points, and quantifier elimination techniques used in optimizing compilers. Second lecture in a mathematical series.

• YouTube
• 1 hour 22 minutes
• Self-Paced
• Free Video

IIT Kharagpur;  NPTEL

Compiler Design

1 rating

Compilers have become part and parcel of today’s computer systems. They are responsible for making the user’s computing requirements, specified as a piece of program, understandable to the underlying machine.

• Swayam
• 12 weeks
• Self-Paced
• Free Online Course

Chhattisgarh Swami Vivekanand Technical University;  IGNOU

Formal Language and Automata Theory- An Application in Compiler Design

Explore formal languages, automata theory, and their application in compiler design. Learn about finite automata, grammars, parsing techniques, and code generation.

• Swayam
• 12 weeks
• Self-Paced
• Free Online Course

Webpack Plugins System

Learn the Webpack 4 plugin system, tour the Webpack source code and learn to build custom plugins and custom Webpack loaders.

• Frontend Masters
• 1-2 hours
• Self-Paced
• Paid Course

Building Your Own Programming Language

Learn language building techniques: Lexing, Parsing, Tokenization, Traversing Abstract Syntax Trees, and Transpiling to JavaScript and make your own language now!

• Frontend Masters
• 3-4 hours
• Self-Paced
• Paid Course

OpenSecurityTraining2

The Life of Binaries - PE and ELF File Format Analysis 2013

Dive into PE and ELF binary formats through hands-on analysis, exploring headers, imports, exports, and dynamic linking with interactive scavenger hunt exercises.

• YouTube
• 9 hours 38 minutes
• Self-Paced
• Free Video

C++ for Embedded Development - Advantages and Techniques

Explore C++ for embedded systems, debunking myths and showcasing its advantages in safety and efficiency. Learn key features and best practices for constrained-device development.

• YouTube
• 52 minutes
• Self-Paced
• Free Video

JSConf

Build Your Own Programming Language with JavaScript

2 ratings

Learn to create your own programming language using JavaScript, exploring interpreters, compilers, parsers, and syntax through practical examples and hands-on coding.

• YouTube
• 25 minutes
• Self-Paced
• Conference Talk

CppCon

LLVM Optimization Remarks - Helping the Compiler Generate Better Code

1 rating

Explore LLVM optimization remarks to enhance code performance. Learn to decipher compiler logs, identify missed optimizations, and leverage tools like opt-viewer for actionable insights.

• YouTube
• 57 minutes
• Self-Paced
• Free Video

Meta

React Applications Structure Analysis Using AST - React.js Conf 2015

Explore how to leverage the Abstract Syntax Tree (AST) to unlock new possibilities in React applications, enabling powerful code analysis and transformations.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

NDC Conferences

Blazor in More Depth

Explore advanced Blazor features with its architects, covering server-side streaming, Razor Class Libraries, APIs, build systems, and compiler internals for a deeper understanding of the framework.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Conference Talk