artificial intelligence

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Artificial Intelligence (AI) is an ability of a computer or a robot to perform tasks that are usually performed by humans because they require human intelligence and discernment. Speech recognition, decision-making, visual perception are some features that artificial intelligence may possess.

Clustering is a Machine Learning Technique whose aim is to group the data points having similar properties or features. Two types of clustering are Hard clustering and Soft clustering. For example, a retail company may collect the following information on households: Household income. Household size.

 Association Rule Mining helps find relationships between large sets of data items. It involves the use of Machine Learning to analyze data in a database. The association rule requires two steps for getting generated.

Neural Networks act as a backbone of Deep Learning. It is a biologically-inspired programming paradigm that enables a computer to learn from observational data.

CNN refers to Convolutional Neural Network A special technique called Convolution is used. Convolution is a mathematical operation.

 Numpy is a library used for working with arrays. It performs a wide variety of mathematical operations and guarantees efficient calculations.

Pandas refer to a Python package that provides high-performance and easy-to-use data for the Python programming language. It is a perfect tool for wrangling and munging.

SciPy library contains modules for efficient mathematical routines. Its main function is to build upon NumPy and its arrays. It has modules to perform common scientific programming

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