Pearson correlation coefficient : The Pearson correlation coefficient is a measure of the strength and direction of the linear relationship between two continuous variables. It is represented by the symbol “r” and is calculated using the formula: r = ∑ (x – x̄)(y – ȳ) / √(∑ (x – x̄)^2 ∑ (y – ȳ)^2) Where […]

Pattern Recognition : Pattern recognition is a subfield of machine learning that deals with the identification and classification of patterns in data. It involves training a machine learning model to recognize patterns in data and make predictions or decisions based on those patterns. There are many different approaches to pattern recognition, but some common examples […]

Parameter : A parameter is a characteristic or factor that can be varied in order to measure its effect on a particular system or process. In other words, it is a specific value or range of values that can be changed in order to test the impact it has on a particular outcome. There are […]

Pandas : Pandas is a powerful and popular data manipulation library in Python. It is used to process and analyze data in a variety of formats, including CSV, Excel, and SQL databases. With its powerful features and easy-to-use interface, it has become a go-to tool for data scientists and analysts around the world. One of […]