CPython Courses and Certifications

EuroPython Conference

Hack the CPython

Explore CPython's dynamic nature, from modifying AST to hooking evaluation loops. Learn internals step-by-step and discover creative ways to extend Python's functionality at runtime.

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

EuroPython Conference

Fast Python! Coding Competitions with CPython and PyPy

Discover strategies for winning coding competitions using Python, exploring problem-solving techniques, stress management, and the advantages of PyPy over raw processing speed.

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

PyCon US

Demystifying Python's Internals - Diving into CPython by Implementing a New Operator

Explore CPython's internals by implementing a pipe operator, covering tokenization, grammar, parsing, and bytecode generation for a deeper understanding of Python's core mechanics.

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

EuroPython Conference

Making CPython Fast Using Trace-Based Optimisations

Explore trace-based optimizations to enhance CPython's performance, covering VM modifications, bytecode challenges, SPAM instructions, and key optimization techniques.

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

EuroPython Conference

How We Are Making CPython Faster - Past, Present and Future

Explore CPython's performance improvements in Python 3.11 and future releases. Learn about streamlining techniques, speed-up strategies, and potential performance gains in upcoming versions.

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

EuroPython Conference

CPython Bugs and Risky Features

Explore security risks in CPython, including directory vulnerabilities, code injection possibilities, and socket issues. Learn about potential threats and mitigation strategies for Python developers and administrators.

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

EuroPython Conference

Learn CPython by Breaking It

Explore CPython internals, demystify C extensions, and gain insights into Python's inner workings. Suitable for all skill levels, with guided explanations of C code.

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

EuroPython Conference

Auditing Hooks and Security Transparency for CPython

Explore CPython's new security features: auditing hooks and verified open call. Learn how to detect and prevent malicious use of Python, integrating with OS security frameworks.

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

EuroPython Conference

Monkey-Patching CPython with Ctypes to Conform to Party Doctrine

Explore CPython internals by modifying integer addition at runtime using only Python and ctypes. Gain insights into Python's data model, compilation, and execution process.

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

EuroPython Conference

Playing with CPython Objects Internals

Explore CPython object internals, from simple to complex types. Learn to manipulate instance data using ctypes and perform unconventional operations on Python objects.

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

PyCon US

Leveraging a Custom CPython Data Model for High Performance

Explore high-performance microprocessor design using a custom CPython data model for efficient data analysis, visualization, and problem-solving in integrated circuit development.

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

Intermediate Python: Memory, Decorator, Async, Cython & more

285 ratings at Udemy

Stand out from the mass. Become a Python expert and understand what the CPython API, PyBind11 and more is.

• Udemy
• 6 hours 17 minutes
• On-Demand
• Paid Course

PyCon US

Inside CPython 3.11's New Specializing, Adaptive Interpreter

Explore Python 3.11's new specializing, adaptive interpreter, its self-optimizing techniques, and performance improvements, with insights on future enhancements and optimization challenges.

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

PyCon US

How We Are Making CPython Faster - Past, Present, and Future

Explore CPython's performance improvements, from Python 3.11 to future releases. Learn about optimization techniques and potential speed gains in upcoming versions.

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

EuroPython Conference

Fun with cPython Memory Allocator

Explore cPython memory allocation, debugging techniques, and tools like guppy. Learn to identify and solve memory leaks and fragmentation issues in Python programs.

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