Power-up API Testing with EchoAPI's AIWhen you’re building an application, one thing you can’t skip is API testing. Whether it’s a login flow, payment gateway, or a complex e-commerce workflow, ensuring your APIs behave correctly saves you from nasty surprises in production. I had alread...Sep 25, 2025·9 min read
How To Connect Database With PythonIn this article, we’ll learn how to connect MySQL database with Python using the PyMySQL database driver. Connect Database with Python First, we need to install a MySQL database driver called PyMySQL that will help us bridge Python and MySQL. pip ins...Nov 2, 2024·2 min read
Insert Multiple Data Within Database Using Single SQL Query in PythonIn this article, we’ll learn how to insert multiple entries or data in the database using a single SQL query in Python. Insert Multiple Entries in the Database We’ll see how we can insert multiple entries in the two different databases SQLite and MyS...Oct 23, 2024·4 min read
Pandas df.ffill() and df.bfill()The DataFrame.ffill() (forward fill) propagates missing or NaN values using the previous valid value in a column or row, while DataFrame.bfill() (backward fill) propagates them using the next valid value. Let's see how and when to use them. DataFrame...Oct 23, 2024·10 min read
How to Disable GIL in Python 3.13?The Python organization has released the official version of Python 3.13, which includes many major changes. One of the major changes we get is making GIL (Global Interpreter Lock) optional in Python 3.13. In this article, you’ll see how to disable G...Oct 23, 2024·3 min read
How To Install Redis on Windows Successfully?Redis is an in-memory database that actually makes it the fastest among all the databases. What does "in-memory" mean? It means that it stores the data in temporary memory or RAM, in the form of key-value pairs. This makes it perfect for serving resu...Oct 12, 2024·3 min read
Enabling Copy on Write in Pandas for Efficient Memory ManagementPandas supports Copy-on-Write, an optimization technique that helps improve memory use, particularly when working with large datasets. Starting from version 2.0 of Pandas, the Copy-on-Write (CoW) has taken effect but has not been fully implemented. M...Oct 10, 2024·6 min read
