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…
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…
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…
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?…
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…
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…
Regarding math problems, theories, or conjectures, some are not proven on a large scale and some are as mysterious and unsolved as they were when introduced. Mathematicians and researchers worldwide are working continuously to prove these theorems and we occasionally…
Effect size measure is one of the most important tools in statistical analysis. Effect size measures determine the strength of the relationship between two groups and their degree of difference. For example, if we have two groups in a class…
Information entropy is the amount of uncertainty involved in predicting the outcome of an event. The higher the entropy, the more uncertain the outcome. This article explains the concept of information entropy, provides its mathematical representation, and demonstrates its calculation…
In today’s world where we have face recognition security systems and driverless cars, we need to know how images and image processing work. Some numerous tools and tricks make image processing easier. Using models such as convolutional neural networks and…