PyTorch : PyTorch is a popular open-source machine learning framework that is widely used for training deep learning models. It is developed by Facebook’s AI Research team and is primarily used for natural language processing (NLP) and computer vision tasks. PyTorch is known for its simplicity, flexibility, and ease of use, making it a popular […]

Python : Python is a high-level, interpreted programming language that is widely used for web development, data analysis, artificial intelligence, and scientific computing. It is known for its simplicity, readability, and flexibility, as well as its large and active community of developers. One of the key features of Python is its use of indentation to […]

PySpark : PySpark is a powerful tool for data analysis, particularly for processing and analyzing large data sets using the Apache Spark framework. It is a Python API for Spark, which allows developers to harness the power of Spark in their Python applications. One example of using PySpark is in the field of machine learning. […]

Probability space : Probability space is a mathematical construct used in probability theory to represent the set of outcomes of a random event or experiment. It consists of three components: a sample space, which is the set of all possible outcomes; a set of events, which are subsets of the sample space; and a probability […]

Probability : Probability is a branch of mathematics that deals with the likelihood of events occurring. It is used to determine the chances of certain outcomes occurring in a given situation. Probability is expressed as a number between 0 and 1, with 0 indicating that an event is impossible and 1 indicating that it is […]

Principal Component Analysis (PCA) : Principal Component Analysis (PCA) is a statistical technique used to reduce the number of variables in a dataset while still retaining as much information as possible. It does this by finding a new set of variables, called principal components, that are a combination of the original variables. The principal components […]

Precision : Precision is the degree of accuracy or exactness of a measurement, calculation, or statement. It is an important concept in many fields, including science, engineering, and mathematics, as it allows for more accurate and reliable results. One example of precision is in the field of medicine. In order to diagnose and treat patients […]

Polynomial Regression : Polynomial regression is a type of regression analysis in which the relationship between the independent variable x and the dependent variable y is modeled as an nth degree polynomial. Polynomial regression can be used to model relationships between variables that are not linear. For example, let’s consider a situation where we want […]

Plotly : Plotly is a data visualization and analytics platform that enables users to create interactive charts, graphs, and maps. It is a powerful tool that can be used to display and analyze data in a visually appealing and easy-to-understand way. One example of how Plotly can be used is to create a scatter plot. […]

Platform as a service (PaaS) : Platform as a service (PaaS) is a cloud computing model that provides a platform for users to develop, run, and manage applications without the need for infrastructure maintenance or software installation. PaaS allows businesses to focus on developing and deploying their applications, rather than worrying about the underlying infrastructure. […]