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Machine Learning Introduction: Regression and Classification
This video examines two of the main problems with machine learning, regression, and classification.
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,
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.
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
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。
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
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。
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。
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.
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