Abstract Syntax Tree Courses and Certifications

Abstract Syntax Trees

Explore Abstract Syntax Trees, the foundation of tools like Babel and ESLint, through a series of concise lessons using ASTExplorer.net.

• egghead.io
• 3 minutes
• Self-Paced
• Paid Course

Learn With Jason

Transform Content With Abstract Syntax Trees

Explore abstract syntax trees (ASTs) and learn to transform files using unified, remark, and rehype. Dive into practical applications and techniques for content manipulation.

• YouTube
• 1 hour 36 minutes
• Self-Paced
• Free Video

Mozilla Hacks

Tomorrow's JavaScript Debugger - Shaping Your Own JS Debugger in 2018

Explore shaping your own JavaScript debugger in 2018, covering installation, features, and community engagement for developers seeking advanced debugging techniques.

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

ACM SIGPLAN

Automatically Generated Supernodes for AST Interpreters Improve Virtual-Machine Performance

Explore a novel technique for improving AST interpreter performance through automatically generated supernodes, enhancing execution speed and reducing JIT compiler pressure in programming language implementations.

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

PyCon Israel

Fun with Python Abstract Syntax Trees - Code Analysis and Manipulation

Explore Python's AST module capabilities to analyze, alter, and generate code through practical examples of logging, code reordering, and mutant testing manipulations.

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

ACM SIGPLAN

Fast and Easy ASTs for Flexible Embedded Interpreters

Discover how to incorporate abstract syntax trees into embedded interpreters for self-hosted language systems with minimal bootstrapping infrastructure across multiple host languages.

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

PHP UK Conference

Climbing the Abstract Syntax Tree

Explore PHP 7's Abstract Syntax Tree: its impact on code execution, compiler simplification, and new possibilities for code introspection, analysis, and modification.

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

Confreaks

Amazing Feats of the Abstract Syntax Tree in PowerShell - PowerShell Summit 2023

Explore the Abstract Syntax Tree's capabilities in PowerShell, unlocking advanced scripting techniques and enhancing code analysis skills.

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

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

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

Raw Coding

C# Expression Trees Explained - Reading and Creating Examples

Explore C# expression trees: structure, reading, creation, and practical applications. Gain insights into this powerful feature for dynamic code generation and analysis.

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

CppNow

Building Useful Tools with LLVM and Clang for Fun and Profit

Explore LLVM and clang libraries for custom C++ tools. Learn AST representation, static analysis, and source-to-source transformations to enhance workflow and productivity.

• YouTube
• 1 hour 23 minutes
• Self-Paced
• Conference Talk

CppCon

How to Build Your First C++ Automated Refactoring Tool - Lecture

Learn to create C++ automated refactoring tools using Clang, scaling expert knowledge and ensuring best practices across large codebases. Discover practical applications for improving code quality efficiently.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

OpenSecurityTraining2

Reverse Engineering 3201 - Symbolic Analysis

Master symbolic analysis techniques using SAT solvers, SMT theory, z3Py, and angr for advanced reverse engineering challenges and binary bomb defusing.

• YouTube
• 3 hours 11 minutes
• Self-Paced
• Free Video

Strange Loop Conference

Pattern Matching at Scale Using Finite State Machine

Explore pattern matching at scale using finite state machines for big data analysis. Learn to build a framework for expressing user journey patterns and applying them across billions of events using Spark.

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