Amazon Sagemaker
Amazon SageMaker is a fully-managed platform that enables developers and data scientists to quickly and easily build, train, and deploy machine learning models at any scale. With Amazon SageMaker, all the barriers and complexity that typically slow down developers who want to use machine learning are removed. The service includes models that can be used together or independently to build, train, and deploy your machine learning models.
Intel®DAAL DecisionForest Classification
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Build a Decision Forest Classification model with Intel® Data Analytics Acceleration Library (DAAL)
Product Overview
The decision forest classification algorithm is based on an ensemble of tree-structured classifiers built using the general technique of bootstrap aggregation (bagging) and random choice of features. Decision tree is a binary tree graph. Its internal (split) nodes represent a decision function used to select the following (child) node at the prediction stage. Its leaf (terminal) nodes represent the corresponding response values, which are the result of the prediction from the tree. For more info: https://intelpython.github.io/daal4py/algorithms.html#decision-forest-classification
Key Data
Type
Algorithm
Highlights
Intel® DAAL Machine Learning algorithms are lightning fast and built for performance !
Intel® DAAL uses optimized algorithms from the Intel® Math Kernel Library and Intel® Integrated Performance Primitives.
How to use algorithm via SageMaker SDK: https://github.com/IntelAI/aws-sagemaker-marketplace/blob/master/daal/decision-forest-example.ipynb
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Usage Information
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Support Information
Intel®DAAL DecisionForest Classification
Support information or contact information
Intel® Data Analytics Acceleration Library (Intel® DAAL) provides a product web site that offers timely and comprehensive product information, including product features, white papers, and technical articles. For the latest information, check: http://www.intel.com/software/products/support .
Intel also provides a support web site that contains a rich repository of self help information, including getting started tips, known product issues, product errata, license information, user forums, and more (visit http://www.intel.com/software/products/ ).
Registering your product entitles you to one year of technical support and product updates through priority support. The interactive issue management and communication support web site provides these services: Submit issues and review their status. Download product updates anytime of the day.
To register your product, contact Intel, or seek product support, please visit http://www.intel.com/software/products/support .
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