NumPy

NumPy provides a comprehensive package for scientific computing using a python programming language. The NumPy library provides support to big multi-dimensional arrays and matrices. NumPy fully integrated package contains several features that makes it ideal for scientific computing, calculation of multi-dimensional arrays, matrices and even high level mathematics calculations.

The first feature of NumPy is the powerful N-dimensional array object that is used in the multi-dimensional arrays. Data scientists and developers performing broadcasting are also sorted out as NumPy provides detailed and easy to use functions. NumPy also provides C or C++ tools to developers and data scientists. The C++ or C tools are integrated making them to be easily used by end users. The C and C++ tools also come with Fortran code used by data scientists. NumPy provides developers, end users, and data scientists useful linear algebra capabilities. The linear algebra capabilities are useful in the high level mathematics calculations.

The useful Fourier transform capabilities provided by NumPy are also useful in the high level mathematics calculations. NumPy also provides the random number capabilities to developers and data scientists for calculating high level matrices along other high level calculations.

NumPy enables data scientists, end users and developers use generic data in the scientific computing. This is achieved as NumPy provides an efficient multi-dimensional container for such type of scientific computing. The multi-dimensional container is also capable of defining the data types available in scientific computing. NumPy having the ability to define the data types enables it to seamlessly and quickly integrate with a broad range of databases used in scientific computing.

You may also like to read, Predictive Analytics Free Software, Top Predictive Analytics Software, Predictive Analytics Software API, Top Free Data Mining Software, Top Data Mining Software,and Data Ingestion Tools.

Top Predictive Lead Scoring Software, Top Artificial Intelligence Platforms, Top Predictive Pricing Platforms,and Top Artificial Neural Network Software, and Customer Churn, Renew, Upsell, Cross Sell Software Tools

More Information on Predictive Analysis Process

Predictive Analytics Process Flow

For more information of predictive analytics process, please review the overview of each components in the predictive analytics process: data collection (data mining), data analysis, statistical analysis, predictive modeling and predictive model deployment.