Abstract Syntax Tree Courses and Certifications

Abstract Syntax Trees

9 ratings at egghead.io

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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

Scala Advanced, Part 3 - Functional Programming, Performance

110 ratings at Udemy

Advanced Functional Programming, Macros, Parser-Combinators, Performance, Profiling, Optimizing

• Udemy
• 4 hours 54 minutes
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Paid Course

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
• On-Demand
• Conference Talk

Defending against PowerShell Attacks

Learn defensive strategies against PowerShell attacks, exploring security measures, logging techniques, and best practices to protect systems from malicious PowerShell usage.

• YouTube
• 40 minutes
• On-Demand
• Conference Talk

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

Graham Neubig

Neural Nets for NLP 2018 - Neural Semantic Parsing

Explore neural semantic parsing techniques, including tree-based models, code generation, weakly supervised learning, and various meaning representations. Learn about graph structures and neural approaches to semantic role labeling.

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

React Conferences by GitNation

Magic With Babel Macro

Explore the possibilities of Babel Macro and gain insights into Abstract Syntax Tree. Learn how to enhance your React development workflow with powerful code transformation techniques.

• YouTube
• 20 minutes
• On-Demand
• Conference Talk

React Conferences by GitNation

Let's Talk GraphQL With Your Services

Explore transforming existing services to GraphQL using Abstract Syntax Trees and TypeScript. Learn data models, thinking patterns, and best practices for seamless integration.

• YouTube
• 21 minutes
• On-Demand
• Conference Talk

Ruby Central

Squashing Security Bugs with Rubocop

Learn to detect and prevent security vulnerabilities in Ruby code using Rubocop. Explore custom cops, abstract syntax trees, and security antipatterns to enhance code quality and safety.

• YouTube
• 27 minutes
• On-Demand
• Conference Talk

Ruby Central

All Comments Must Be Haiku! Custom Linting with RuboCop

Customize RuboCop to enforce unique coding standards, including haiku comments. Learn linting basics, abstract syntax trees, and powerful custom tooling for code quality.

• YouTube
• 1 hour 17 minutes
• On-Demand
• Conference Talk