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 ScienceHow to Boost the Performance of Python Using the Caching Techniques?Advanced but out-of-the-box caching decoration in Python·8 min read·3 hours ago----
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--3--3
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
Christopher TaoinTowards Data ScienceYou May Know This Design Pattern In Python, But When To Use It?From tutorial to practical examples of Python Singleton design pattern·8 min read·Mar 31, 2024--4--4
Christopher TaoinTowards Data ScienceMany Articles Tell You Python Tricks, But Few Tell You WhyThree common Python tricks make your program faster, I will explain the mechanisms·8 min read·Mar 24, 2024--12--12