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Cython VS Google's Python Class

Compare Cython VS Google's Python Class and see what are their differences

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Cython logo Cython

Cython is a language that makes writing C extensions for the Python language as easy as Python...

Google's Python Class logo Google's Python Class

Assorted educational materials provided by Google.
  • Cython Landing page
    Landing page //
    2023-10-15
  • Google's Python Class Landing page
    Landing page //
    2023-09-24

Cython features and specs

  • Performance Improvement
    Cython can significantly increase the execution speed of Python code by translating it into C, and allowing for static typing. This can lead to performance gains for computationally intensive tasks.
  • Compatibility with Python
    Cython is designed to be fully compatible with Python, meaning that most Python code can be compiled with Cython without any modifications.
  • Integration with C/C++
    Cython facilitates easy integration with C and C++ code, enabling the use of native libraries and expanding the modularity and capability of Python programs.
  • Ease of Use
    With syntax similar to Python, Cython is relatively easy for Python developers to learn, especially compared to learning C or C++ for performance improvements.
  • Automatic C Extension Modules
    Cython can automatically generate C extension modules, which can be imported and used in Python as regular modules, simplifying the process of creating performant extensions.

Possible disadvantages of Cython

  • Complexity in Debugging
    Debugging in Cython can be more challenging than in pure Python due to the transition from Python to C, requiring tools and knowledge of both languages for effective debugging.
  • Portability Issues
    Code generated by Cython may not be as portable as pure Python code, especially across different operating systems and architectures, due to dependencies on C compilers.
  • Build Process Overhead
    Using Cython introduces additional build process requirements, including the need for a C compiler, which can increase the complexity of the deployment process.
  • Learning Curve
    Although similar to Python, mastering Cython involves understanding C concepts and how Cython compiles Python code into C, which can entail a learning curve.
  • Limited Benefits for I/O Bound Applications
    Cython excels in CPU-bound tasks but may offer limited performance benefits for I/O-bound applications, where the bottleneck is not compute speed but data input/output rates.

Google's Python Class features and specs

  • Free Access
    The class is available for free online, making it accessible to anyone with internet access who is interested in learning Python.
  • Beginner-Friendly
    Designed for people with little or no coding experience, the class starts with the basics of Python programming, making it ideal for beginners.
  • Comprehensive Content
    Covers a wide range of topics from basic syntax to advanced functions, data structures, and more, providing a well-rounded introduction to Python.
  • Hands-On Exercises
    Includes exercises and code examples that allow learners to practice and apply what they've learned, reinforcing comprehension and retention.
  • Google-Endorsed Quality
    As a course offered by Google, learners can trust that the material is presented clearly and structured effectively by industry experts.

Possible disadvantages of Google's Python Class

  • Outdated Information
    Some of the materials and examples may be outdated, as Python and its libraries have evolved over time, possibly leading to confusion for learners expecting the latest practices.
  • Lack of Interactivity
    The static nature of the materials, such as downloadable slides and text resources, might not engage all learning styles as effectively as interactive platforms would.
  • Limited Advanced Topics
    While comprehensive for beginners, the class might not delve deeply into more advanced topics, which could limit its usefulness for intermediate or advanced learners.
  • Prerequisite Knowledge
    Assumes some familiarity with general programming concepts, which might be a hurdle for absolute beginners who have no coding background.
  • No Formal Certification
    Completing the class does not provide a recognized certification, which may be a downside for those looking to add credentials to their professional profiles.

Cython videos

+ Add

Stefan Behnel - Get up to speed with Cython 3.0

More videos:

  • Review - Cython: A First Look
  • Review - Simmi Mourya - Scientific computing using Cython: Best of both Worlds!

Google's Python Class videos

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Category Popularity

0-100% (relative to Cython and Google's Python Class)

Cython

Google's Python Class

Website Builder
100 100%
Website Builder
0% 0
Online Learning
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Online Learning
100% 100
Website Design
100 100%
Website Design
0% 0
Education
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Education
100% 100

User comments

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Social recommendations and mentions

Based on our record, Cython should be more popular than Google's Python Class. It has been mentiond 48 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Cython mentions (48)

  • I Use Nim Instead of Python for Data Processing
    >Not type safe That's the point. Look up what duck typing means in Python. Your program is meant to throw exceptions if you pass in data that doesn't look and act how it needs to. This means that in Python you don't need to do defensive programming. It's not like in C where you spend many hundreds of lines safe-guarding buffer lengths, memory allocation, return codes, static type sizes, and so on. That means that... - Source: Hacker News / 9 months ago
  • Ask HN: C/C++ developer wanting to learn efficient Python
    Https://cython.org can help with that. - Source: Hacker News / about 1 year ago
  • How to make a c++ python extension?
    The approach that I favour is to use Cython. The nice thing with this approach is that your code is still written as (almost) Python, but so long as you define all required types correctly it will automatically create the C extension for you. Early versions of Cython required using Cython specific typing (Python didn't have type hints when Cython was created), but it can now use Python's type hints. Source: almost 2 years ago
  • Codon: Python Compiler
    Just for reference, * Nuitka[0] "is a Python compiler written in Python. It's fully compatible with Python 2.6, 2.7, 3.4, 3.5, 3.6, 3.7, 3.8, 3.9, 3.10, and 3.11." * Pypy[1] "is a replacement for CPython" with builtin optimizations such as on the fly JIT compiles. * Cython[2] "is an optimising static compiler for both the Python programming language and the extended Cython programming language... Makes writing C... - Source: Hacker News / about 2 years ago
  • Any faster Python alternatives?
    Profile and optimize the hotspots with cython (or whatever the cool kids are using these days... It's been a while.). Source: about 2 years ago
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Google's Python Class mentions (22)

  • [AMA] Gano $200,000+ MXN al mes a mis 23 años
    Https://youtu.be/rfscVS0vtbw Https://developers.google.com/edu/python/. Source: almost 2 years ago
  • Best resources to learn Python?
    The original Google Python crash course was made for people like you in mind! Self paced with exercises set up for you to jump right in. Source: about 2 years ago
  • !CS 1005c Syllabus! Help
    Google Education Python Course: https://developers.google.com/edu/python/. Source: over 2 years ago
  • I want to learn Python as a hobby
    This is how I started, and was enough to get me started on a large automation project for work: https://developers.google.com/edu/python. Source: over 2 years ago
  • SCARED!! after first interaction with my manager.
    I think he might have chosen you for math skills. This tends to be good starting point for junior SE/DE. Follow some starter course for python if needed. Get familiar with pandas first, pyspark 2e. Some SQL can also do wonders. Source: over 2 years ago
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What are some alternatives?

When comparing Cython and Google's Python Class, you can also consider the following products

Numba - Numba gives you the power to speed up your applications with high performance functions written...

The New Boston video series - Enjoy the videos and music you love, upload original content, and share it all with friends, family, and the world on YouTube.

PyInstaller - PyInstaller is a program that freezes (packages) Python programs into stand-alone executables...

Think Python - Learning Resources

nuitka - Nuitka is a Python compiler.

A Byte of Python - A Byte of Python is a Python programming tutorial and learning book that teaches you how to program with the Python programming language.

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