PinnedChristopher TaoinTowards Data ScienceTop 30 GitHub Python Projects At The Beginning Of 2024Repositories with the most stars!·14 min read·Jan 4, 2024--11--11
PinnedChristopher TaoMy Top 10 Popular Articles (Updated In Dec 2021)Most viewed & clapped articles 11/2019–12/2021 by Christopher Tao2 min read·Dec 26, 2021--1--1
PinnedChristopher TaoinTowards Data ScienceDo Not Use “+” to Join Strings in PythonA comparison of the approaches for joining strings in Python, using “+” and join() method.·5 min read·May 10, 2020--37--37
PinnedChristopher TaoinTowards AIEveryone Can Understand Machine Learning — Regression Tree ModelIntroduction to Regression Tree Model without formula, equations, and scientific statement·8 min read·Sep 27, 2020--3--3
Christopher TaoinTowards Data SciencePython Decoration Is Very Useful, But When To Use Them?Summarised five typical usage patterns of Python decorators·9 min read·2 days ago--3--3
Christopher TaoinTowards Data ScienceUnderstanding Race Conditions In the Context of PythonPython GIL can’t guarantee thread safety·8 min read·May 6, 2024----
Christopher TaoinTowards Data ScienceHow to Boost the Performance of Python Using Caching TechniquesAdvanced but out-of-the-box caching decoration in Python·8 min read·Apr 29, 2024--1--1
Christopher TaoinTowards Data ScienceWhat is the Python LEGB Rule? Why It is Important?The namespaces and resolution order help to improve the performance and robustness of Python programming·10 min read·Apr 22, 2024--2--2
Christopher TaoinTowards Data ScienceHow to Use Python Built-In Decoration to Improve Performance SignificantlyHow to implement a caching mechanism in Python, and when not to use it?·9 min read·Apr 14, 2024--2--2
Christopher TaoinTowards Data SciencePython List Comprehension Is Not Just Syntactic Sugar“Pythonic” is not a good reason. Why is the performance better? When not to use it?·8 min read·Apr 8, 2024--4--4