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。
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。
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 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。
Integration of separate fields such as speech, vision, robotics, sensors and machine learning.
语音、视觉、机器人学、传感器和机器学习等不同学科的融合。
The acceptance of machine learning and predictive analytics has seen an overwhelming surge.
近来人们对机器学习和预测分析学的认可飚升。
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。
A key driver behind all of this work has been our long-term investment in machine learning and AI.
推动这些工作的是我们在机器学习和人工智能方面的长期投入。
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。
As an aside, some machine learning techniques use a fourth set of data, called a validation set, which is used during training to avoid overfitting.
另一方面，一些机器学习技术使用第四种数据集，称为验证集[validationset]，它被用来在整个训练期间避免过适合[overfitting]。
I actually think one way machine learning (or really, more data) will affect the field is that after a while it will re-energize economic theory.
实际上，我认为机器学习(或者说，更多的数据)改变这个学科的方式之一是为经济理论研究重新注入能量。
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。
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。
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。
It is not only helpful for scientists to investigate machine learning and neural computing but also helpful for common engineers to solve real world problems using neural network techniques.
它不仅有助于科学家对机器学习和神经计算的深入研究，还有助于普通工程技术人员利用神经网络技术来解决真实世界中的问题。
Software robot simulators not only simplify development work for robotics engineers, but they also give researchers a tool for studying artificial intelligence (AI) algorithms and machine learning.
软件机器人模拟器不但简化了机器人工程师的开发工作，还为研究人工智能(artificial intelligence,AI)算法和机器学习提供了工具。
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。
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。
I have lots of ideas, most have to do with Machine Learning and Goal-based Search.
我有很多想法，大部分与机器学习以及基于目标的搜索有关。
Machine learning, a branch of artificial intelligence, can generate remarkably accurate predictions.
机器学习是人工智慧的一个分支，它可以生成精确的预测。
Machine learning is a branch of artificial intelligence, which itself is a branch of computer science.
机器学习是人工智能的一个分支，人工智能是计算机科学的一个分支。
Software Quality Prediction Based on Machine Learning is an effective way to improve software reliability.
基于机器学习的软件缺陷预测是一种有效的提高软件可靠性的方法。
Machine learning will not propel your workforce into the future if the only thing it learns from is your past.
如果机器学习唯一学到的只是你的过去，那么它将无法推动你的员工队伍走向未来。
"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。”
Machine learning also helps financial institutions provide better customer experience and increased power to spot trends and patterns to mitigate risk.
机器学习还帮助金融机构提供更好的客户体验，以及更强的识别发展趋势和模式的能力，从而减小风险。
Machine learning also helps financial institutions provide better customer experience and increased power to spot trends and patterns to mitigate risk.
机器学习还帮助金融机构提供更好的客户体验，以及更强的识别发展趋势和模式的能力，从而减小风险。
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