Python Tutorials and Examples

Undeniably, the crucial component of any project(small, large, or any real-world project) is the data we work on. Especially for machine learning and data science projects, gathering and cleaning datasets is the most significant step of the project pipeline. Data collection and preprocessing of the data should be performed correctly so that the model learns […]

In Linux, handling and analyzing file systems is easy because it provides commands like ‘du’ which provides the summary of directories and their sizes. But, you can also achieve a similar purpose by using modules in Python. Here we deep dive into its implementation. Also Read: How to check if a process is still running

Python is a language that can be used in collaboration with other tools in our system. It is because of its versatility and ease that Python is changing the way we communicate with our devices. Today, we will learn how to run Python functions from the command line. Also Read: Python argparse Module – Parse

The random forest model in Python is a powerful and versatile algorithm that is used for both regression and classification tasks. The “forest” in random forest comes from the fact that a bunch of decision trees are clubbed together to formulate the model, hence the name random forest. It comes under the category of ensemble

In intraday trading, predicting the direction of stock prices, market prices, and other risk factors is of utmost importance as a lot of money is leveraged. This is done with the help of bot trading which implements different machine learning models. But how ill these models evaluate the unknown parameters present in the market? Well,

All machine learning enthusiasts have a frustrating time with which parameters to use to make their models effective. Bad parameters or features can potentially ruin the model and can also have adverse consequences. So how do we tackle this problem? Feature Selection is your answer. Feature selection is one of the most essential steps in

The ‘if’ statement is one of the most widely used conditional statements in Python. It is simple and easy to implement as is one of the very first things that beginners learn when they are learning any programming language. Even at a professional level, it forms an essential part of almost every program and software.

In today’s world, we get products recommended everywhere or anywhere we go. From Amazon to Flipkart to Myntra, we just keep on buying the best-rated products recommended to us. Have you ever wondered how this happens? All this is made possible by machine learning. Machine learning models are algorithms that essentially predict a scenario based