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Machine Learning Introduction: Regression and Classification

This video examines two of the main problems with machine learning, regression, and classification.

Authored by Gerald M. (Intel) Last updated on 10/24/2018 - 15:41
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Webinar: Deep Learning 101

Deep neural networks are capable of amazing levels of representation power resulting in state-of-the-art accuracy in areas such as computer vision, speech recognition, natural language processing,

Authored by Andres Rodriguez (Intel) Last updated on 10/24/2018 - 15:36
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Nervana's End-to-End Speech Recognition with neon™

This Meetup covers the basic ideas that go into building an end-to-end speech recognition system trained entirely using deep learning techniques.

Authored by Anthony N. (Intel) Last updated on 05/08/2018 - 11:39
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BigDL: Distributed Deep Learning on Apache Spark

BigDL is a distributed deep learning library for Apache Spark*; with BigDL, users can write their deep learning applications as standard Spark programs, which can directly run on top of existing Sp

Authored by Gerald M. (Intel) Last updated on 03/11/2019 - 13:17
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网络研讨会:深度学习 101

深度神经网络具备出色的高级表达功能,并在诸多领域展示了一流的准确性,如计算机视觉、语音识别、自然语言处理以及各种数据分析领域。 深度网络需要训练大量的计算。 英特尔正在优化常见的框架,如 Caffe*、TensorFlow* 和 Theano* 等,以显著提升性能,缩短单个节点的训练总时间。 英特尔还在增强上述框架的多节点分布式训练功能,以在多个节点间分享计算要求,进一步缩短训练时间。

Authored by IDZSupport K. Last updated on 01/17/2019 - 02:17
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BigDL:一种面向 Apache Spark 的分布式深度学习库

BigDL is a distributed deep learning library for Apache Spark*; with BigDL, users can write their deep learning applications as standard Spark programs, which can directly run on top of existing Sp

Authored by IDZSupport K. Last updated on 03/11/2019 - 13:17
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机器学习简介:回归和分类

本视频介绍了机器学习的两大要素:回归和分类。

回归是多维拟合与函数插值的组合。回归的目的是查找函数逼近,同时实现最小的错误或成本函数。

分类用于确定小组成员身份。举例来说,如果您的多个事件具有输入参数并可进行不同的标记,您希望您的系统可预测应该使用哪个标记,这就是典型的分类问题。

Authored by IDZSupport K. Last updated on 01/17/2019 - 21:53
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Nervana 的用 Neon* 端对端语音识别

本次会议涵盖了创建端到端语音识别系统(完全利用深度学习技术进行训练)的基本原理。我们将以端到端的方式帮助您了解训练语音识别引擎的高级概念。

Authored by IDZSupport K. Last updated on 01/17/2019 - 01:22
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Part 3: Transfer Learning for Image Classification with BigDL

Authored by admin Last updated on 03/30/2018 - 14:48
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Towards Autonomous UAV Flight in Cluttered Forestry Environments

Autonomous flight within a forest canopy represents a key challenge for generalized scene understanding on-board a future Unmanned Aerial Vehicle (UAV) platform.

Authored by Bruna Pearson Last updated on 08/09/2018 - 11:10