The system then uses a variety of machine-learning techniques to train itself to be able to grade any number of essays or answers automatically and almost instantly.
然后，该系统利用多种机器学习技术进行自我培训，以便以一种近乎即时的方式对众多短文或答案进行自动评分。
Then I'll show you how to use Mahout to do some interesting machine-learning tasks using the freely available Wikipedia data set.
然后，我将演示如何使用Mahout完成一些有趣的机器学习任务，这需要使用免费的Wikipedia数据集。
After giving a brief overview of machine-learning concepts, I'll introduce you to the Apache Mahout project's features, history, and goals.
在简要概述机器学习的概念之后，我将介绍ApacheMahout项目的特性、历史和目标。
Molnar's other research in the field includes using machine-learning algorithms in an effort to further understand how humans' listen 'to dog barks.
molnar在这个领域的其他研究包括，使用人工智能来更进一步了解人类是如何“听”狗叫的。
Indeed, many of the technologies described in this report, from business analytics to recursive machine-learning to visualisation software, exist to make data more digestible for humans.
的确，在本报告中提到的很多技术，从商业分析到进行递归分析与可视化的软件，都是为了把数据处理得让人更容易理解。
Machine learning started making its way into industry in the early 90s.
机器学习在90年代早期开始进入工业领域。
Machine learning started making its way into the industry in the early 90s.
机器学习在90年代早期开始进入工业领域。
"Machine learning often provides a more reliable form of statistics which makes data more valuable," says Winston.
温斯顿说：“机器学习往往提供更可靠的统计形式，使数据更有价值。”
The fundamental limitation of machine learning is that it needs to learn from large volumes of past data.
机器学习的基本限制在于，需要从大量过去的数据中学习。
There is huge potential for artificial intelligence and machine learning to revolutionize agriculture by integrating these technologies into critical markets on a global scale.
人工智能和机器学习有巨大的潜力，可以通过将这些技术整合到全球的关键市场来彻底改变农业。
Therefore, a new discipline blending computer science, programming, statistics and machine learning should be added to the traditional foundational topics of mathematics and physics.
因此，在传统的数学和物理基础课题之外，应该增加一门融合了计算机科学、编程、统计学和机器学习的新学科。
This usually results in a failure of a product, which leads to skepticism from the market and delivers a blow to the integrity of Machine Learning technology.
通常，这会导致产品出故障，引起市场怀疑，对机器学习的完整性造成打击。
In terms of machine learning, we had to give the machines good audiovisual material with real emotions and expressions.
在机器学习方面，我们需要给机器提供带有情绪和表情的很好的声像材料。
Most investors trying the approach are using "machine learning, " a branch of artificial intelligence in which a computer program analyzes huge chunks of data and makes predictions about the future.
很多试过这种方法的投资者都在使用“机器学习”，这是人工智能的一个分支，通过该技术，计算机会分析大量数据，从而对未来作出预测。
Several approaches to machine learning are used to solve problems.
可以采用一些机器学习方法来解决问题。
Tom Mitchell, a professor of artificial intelligence and machine learning at Carnegie Mellon University, said the February meeting had changed his thinking.
卡耐基·梅隆大学的机器学习和人工智能教授汤姆·米切尔表示，这次会议改变了他的观点。
They should teach Linear Algebra immediately after algebra. It's pretty easy, and it's amazingly useful in all sorts of domains, including machine learning.
代数和线性代数(比如,矩阵).他们会在教完代数后立即教线性代数.这也简单,这但相当多的领域非常有用,包括机器学习.
So far, a major theme in these machine learning articles has been having algorithms generalize from the training data rather than simply memorizing it.
到目前为止，众多有关机器学习的文章中一个重要的主题是利用算法对训练数据进行总结归纳，而不是简单的记忆。
In machine learning, the data is often represented as a vector, sometimes called a feature vector.
在机器学习中，数据通常被表示为矢量，有时也称作特征矢量。
Log file analysis is a hot topic in machine learning and monitoring tools.
日志文件分析在机器学习和监控工具领域是一个非常热门的主题。
The promising results obtained strongly suggest that advanced machine learning approaches deserve to be considered as a new relevant tool for studying animal behaviour.
这项非常有成效的结果强有力的证明了，如此先进的机器学习法应该被视为研究动物行为的一种新的相关的工具。
The goal of machine learning is not quite the search for consciousness that seems so exciting, but in some ways it comes closest to reaching for what may seem to be the traditional goals of AI.
机器学习的目标并不完全是寻找意识那么刺激，不过从某些方面说，它更有可能接近达到传统人工智能研究的目标。
Now, computer scientists from the Machine Perception Laboratory at the University of California, San Diego have used machine learning to enable the robot to learn expressions on its own.
而现在，圣地亚哥加利弗尼亚大学机器感知实验室的计算机科学家们已经可以通过机器人的机器学习能力使它自己教会自己做出面部表情。
The analytical work involves applying statistical inference and machine learning techniques.
其分析工作涉及到统计推断及机器学习技术的应用。
A robot has taught itself to smile, frown, and make other human facial expressions using machine learning.
机器人已经能够通过机器学习能力教会自己微笑、皱眉以及其他的人类面部表情。
Many, many more companies would benefit from leveraging machine learning in their applications to learn from users and past situations.
此外，还有许多公司在自己的应用程序中应用了机器学习，以便学习用户以及过去的经验，从而获得收益。
Machine learning USES run the gamut from game playing to fraud detection to stock-market analysis.
机器学习可以应用于各种目的，从游戏、欺诈检测到股票市场分析。
Their Android app uses machine learning and image recognition that takes place right on your phone to alert you when you’re chatting your way right into an oncoming smash-up.
这款安卓系统应用程序通过使用手机的机器学习和图像识别技术，在机主打电话时，随时准备采用手机发出警报来提醒通话者即将到来的危险。
Their Android app uses machine learning and image recognition that takes place right on your phone to alert you when you’re chatting your way right into an oncoming smash-up.
这款安卓系统应用程序通过使用手机的机器学习和图像识别技术，在机主打电话时，随时准备采用手机发出警报来提醒通话者即将到来的危险。
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