Resources

If you are not yet using Intel® oneAPI Data Analytics Library(oneDAL), refer to the following resources to learn what you can do with the library:

Link	Description
oneDAL Home Page	Learn about Intel® oneAPI Data Analytics Library.
Intel Analytics Software on Medium Latest blog posts	Read our blog posts about optimizations and accelerations that are possible with oneDAL and daal4py.
Intel® oneAPI Programming Guide	Learn about oneAPI programming model that oneDAL is a part of.
Intel® oneAPI Base Toolkit	Learn about the tookit that provides a core set of tools and libraries, oneDAL among them, for developing high-performance, data-centric applications across diverse architectures.

Installation

Document	Description
oneDAL System Requirements	Check hardware and software requirements before you install the library.
Install oneDAL	Find out about various ways you can install oneDAL.
Install oneDAL from sources	Use to find detailed instructions on how to install and build oneDAL.
Install daal4py	Find out about channels you can use to install daal4py.
Install daal4py from sources	Use to find detailed instructions on how to install and build daal4py.

Document	Description
Release Notes	Check release notes to see the list of new features and improvements for each release.
Known Issues	Refer to the list of known issues to find workarounds.

Document	Description
Get Started Guide	Learn how to get started with oneDAL.
Sample: Get Started with daal4py	Run this sample code for batch linear regression to learn how to use daal4py.

Document	Description
oneDAL Developer Guide and Reference	Find detailed information about algorithms implemented in oneDAL and their programming interfaces.
daal4py Documentation	Find detailed information about algorithms implemented in daal4py and their programming interfaces.

Sample	Programming Language	Description
End-to-end machine learning workload: Census Sample	Python	Learn how to use Intel® Distribution of Modin and daal4py to build and run an end to end machine learning workload.
Sample: Distributed K-Means with daal4py	Python	Learn how to use daal4py to train a distributed k-means model and use it for prediction.
Sample: Distributed Linear Regression with daal4py	Python	Learn how to use daal4py to train a distributed linear model and use it for prediction.
Samples: Apache Arrow	C++	Learn how to use oneDAL with Apache Arrow library in a C++ application.
Samples: KDB	C++	Learn how to use oneDAL with a KDB database in a C++ application.
Samples: MPI	C++	Learn how to use oneDAL with Intel® MPI library in a C++ application.
Samples: MySQL	C++	Learn how to use oneDAL with a MySQL database in a C++ application.
Samples: Hadoop	Java	Learn how to use oneDAL on a Hadoop cluster in a Java application.
Samples: Java Spark	Java	Learn how to use oneDAL on a Spark cluster in a Java application.
Samples: Scala Spark	Scala	Learn how to use oneDAL on a Spark cluster in a Scala application.

oneDAL is a part of oneAPI, a cross-industry, open, standards-based unified programming model.

Document	Description
oneAPI Specification	Learn specification details of oneAPI programming model.
oneDAL Specification	Use oneDAL specification to create your own implementation of oneDAL.
Contribution Guidelines	Contribute to oneAPI Specification.

Follow Intel Analytics Software to learn tips and tricks for more efficient data analysis with the help of daal4py.

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