Python Programming

Interacting with web elements is a core part of automating browsers with Selenium. However, you may occasionally run into the frustrating “element not interactable” exception when trying to click, send keys, or otherwise interact with an element on a page. In this comprehensive guide, you’ll learn what causes this error and the various ways to […]

When trying to assess the performance of our machine learning model for various classification tasks, accuracy might not be enough. Most of the time when we use an imbalanced dataset, the accuracy of the model might be misleading in evaluating how good our model is. In these cases, we need other metrics such as precision

The ROC-AUC score tells us how well a machine learning model can separate things into different groups. ROC-AUC stands for “Receiver Operating Characteristic – Area Under Curve”. The score is between 0.5 and 1. A score of 0.5 means the model is guessing randomly. A score of 1 means it perfectly separates the groups every

While the OpenCV package offers a variety of features, the contrib modules provide useful extras for specialized tasks. The process of installing these modules means handling dependencies and pointing installers to non-standard module locations hosted online. Thankfully, with a bit of direction, adding OpenCV contrib modules on Anaconda is straightforward enough for intermediate Python developers.

HDF an abbreviation for Hierarchical data format, is a data storage format used to store huge amounts of data and many such huge files inside a single file, in a hierarchical format. This file format is similar to the file structure of storage in our computers/laptops for example – C:Users\Profile\Desktop. Many times when we are

File handling is one of the most fundamental concepts taught in any programming language course. Knowing how to open, read, and manipulate files and close them is important. Domains like machine learning and data science always require us to read multiple files, sometimes all at once. Machine learning engineers and data scientists might have to

Python is a versatile, high-level programming language known for its simplicity and readability. Key features of Python are dynamic typing, automatic memory management, and comprehensive standard libraries. When it comes to managing Python environments and dependencies, Conda is a powerful environment and package management tool. This article will walk us through the steps to install

Creating a conda environment with a specific Python version is common in various fields like data science and machine learning, scientific computing, and bioinformatics. It ensures the compatibility and consistency of the project. Different projects or applications may have dependencies on a particular version of Python. Creating a conda environment with a defined Python version

Bash scripts are powerful tools for automating tasks in the Unix/Linux environment. Combining the flexibility of Bash with the capabilities of Python allows you to create robust and efficient scripts. In this article, we will explore the process of calling Python script from bash with the example. To call a Python script from Bash in

Conda is a powerful open-source package and environment manager for Python that allows users to create, manage, and switch between virtual environments. Changing a Python version of the conda virtual environment is crucial when transitioning between projects that require different Python versions or when updating an existing project to a new Python release. The Conda