Cython Courses and Certifications

sentdex

Cython Tutorial - Bridging Between Python and C-C++ for Performance Gains

Learn how Cython adds typing and class attributes to Python so code can be translated into C and Python extensions for performance gains.

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

EuroPython Conference

Parallel Programming and Cython

Explore Cython's parallel programming capabilities, from prange loops to threading modules, C++ standard library integration, and new freethreaded Python features like critical sections.

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

EuroPython Conference

Cython and the Limited API - Advantages, Limitations, and Implementation

Explore Cython's Limited API support, its advantages, and implementation. Learn how to build modules, understand limitations, and discover creative solutions for compatibility across Python versions.

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

PyCon US

Cython in Practice: A Deep Dive into Legacy C Integration and Debugging

Dive into Cython's capabilities for integrating legacy C/C++ code with Python, exploring build workflows, common errors, memory management, and debugging techniques using tools like Valgrind.

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

EuroPython Conference

Cython to Speed Up Your Python Code

Discover how to significantly accelerate Python code using Cython, a powerful tool that translates Python to C/C++, enabling static optimizations and seamless integration of Python, C, and C++ features.

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

PyCon US

From 3 to 300 FPS - NES Emulation in Python and Cython

Explore NES emulation in Python, from slow beginnings to 300+ fps using Cython. Learn optimization techniques and challenges in achieving real-time performance.

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

PyCon US

A Low Latency Deep Dive of Python with Cython

Explore Python performance optimization using Cython, with microbenchmarks and code analysis to understand speed improvements. Learn profiling techniques for evaluating Cython in performance-sensitive applications.

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

PyCon US

A Low Latency Deep Dive of Python with Cython

Explore Python performance optimization using Cython, with microbenchmarks and code analysis to understand bottlenecks and achieve significant speed improvements in data analysis applications.

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

EuroPython Conference

Extending Cython with GIL-Free Types

Explore Cython+ extension with GIL-free types, thread-safe reference counting, and ownership-based concurrency, bridging high-level Python semantics with low-level C performance.

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

PyCon US

Will it Blend? Writing a Custom Constraint Solver for Blender with Cython

Explore fast optimization algorithms for geometric form-finding in Blender using Cython, improving Python performance while maintaining code readability and approachability.

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

EuroPython Conference

Cython 3 - Python at the Speed of C

Explore Cython 3's capabilities in accelerating Python code to C-level performance, integrating C/C++ data types, and efficiently interfacing with existing C/C++ codebases.

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

EDUCBA

Optimize Python with Parallel and Accelerated Computing

Connects Python profiling, memory-mapped NumPy, Numba/Cython/C acceleration, and distributed computing with interactive widgets and Julia-based visualization.

• Coursera
• 2 weeks, 5 hours a week
• Self-Paced
• Paid Course

EDUCBA Career Certificate

Jupyter Python Visualization and Optimization

Combine Jupyter-based visual analytics with profiling, acceleration, and parallel computing to build scalable Python workflows for demanding data-driven applications.

• Coursera
• 4 weeks, 10 hours a week
• Self-Paced
• Paid Course

EuroPython Conference

Go to Python

Explore combining Go and Python: learn to create Python extension modules using Go, covering data sharing, callbacks, and garbage collection. Discover the advantages of this powerful combination.

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

PyCon US

Python Performance at Scale - Making Python Faster at Instagram

Explore Instagram's Python optimization strategies, including runtime modifications, inline caching, and JIT compilation, achieving significant performance improvements for large-scale web applications.

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