Leverage the full potential of your data by transforming it into actionable insights, 使用im体育APP的机器学习和数据科学服务. 了解我们如何帮助您实现更高的安全性, 效率, 以及工程的可靠性, 特别注重在设计中的实际应用, 制造业, 和操作. 

 

什么是机器学习和数据科学服务?

我们的服务结合了科学的方法, 算法, 和系统, 由一个在工程和物理科学方面有着深厚根基的团队提供, 从数据中提供有意义的见解, 促进知情决策. 通过我们的机器学习服务, 我们提供可操作的结果, 加强设计应用, 制造业, 和操作. 

 

Benefits of 机器学习和数据科学服务 with 数字工程

  • 集成硬件测试获得可操作的见解, perfectly aligned with your operations - our data science services seamlessly integrate with your hardware testing.
  • 基于专家经验的解决方案以物理学和工程学为基础, we deliver solutions that are directly applicable and highly relevant to real-world challenges.
  • 定制的支持我们提供灵活的支持, 根据您的技术和操作要求定制, 为了达到最高的效率和效果.
  • 通过先进模型进行预测性维护: Significantly minimize downtime and improve your continuity with our sophisticated models for predictive maintenance.
  • 跨软件平台的灵活性: Ensure solutions are precisely suited to your needs - our agnostic approach to software covers both commercial and open-source options.
  • 数码转型指引我们致力于帮助您的数字化转型之旅, providing expert advice to fully leverage technology for your business goals.

我们为系统安全和风险分析提供的服务

Proactively protect your operations with our machine learning and data science services that optimize safety protocols and enhance risk assessment through advanced predictive analysis.

安全预测分析

Enhance your operational safety by leveraging our services that use historical data and predictive modeling to proactively identify and mitigate future safety risks. We apply predictive analytics in real-time to not only reduce potential hazards but also support preventative measures, 大大提高了安全和效率. Our approach further incorporates simulation and modelling with data-driven insights to effectively tackle complex safety challenges. 

风险评估中的机器学习

Revitalize your traditional risk assessment methods with our machine learning services, 哪些能提供更深入的见解和卓越的预测能力. 这项创新改变了安全实践, 确保你的决定被告知, future-ready, 完善安全措施和操作风险策略. 

维护计划和资源优化

Optimize your maintenance scheduling and resource allocation with our data science services that integrate advanced scheduling tools with analytics. This approach ensures that maintenance activities are timely and cause minimal disruption, enhancing you operational 效率 and effectively using both personnel and equipment. 我们的战略得到了强大的数据洞察力的支持, 推动更好的运营成果并实现成本节约. 

我们为运营支持和维护提供的服务

Transform your approach to operational support and maintenance with our advanced predictive maintenance models that enhance decision-making and optimize resource management. 以下是我们如何支持您的运营: 

预见性维护

Enable maintenance actions that reduce downtime and maintain operational flow without machine learning models. Our predictive maintenance capability is enhanced through integration with hardware testing, ensuring accurate predictions and maximizing the value of your investments. 

数据驱动的决策

Shift from traditional schedule-based maintenance to strategic, data-informed planning. 我们的数据分析应用程序改进了维护决策, 提高运营效率和成本效益.

维护计划和资源优化

我们先进的调度工具, 结合分析, ensure maintenance is precisely timed and resources are optimally allocated, 减少破坏, 提高运营效率.
 
卡洛斯•莱斯

卡洛斯•莱斯

首席数据科学家 数字工程 了解更多关于卡洛斯的信息
理查德·艾利斯

理查德·艾利斯

工程顾问 im体育APP im体育官方app下载关于理查德的信息

“A deep understanding of engineering and physics often transforms underperforming models into successful solutions for our clients in real-world applications.”

卡洛斯•莱斯

首席数据科学家

服务和功能

我们的端到端服务涵盖了整个数据生命周期, 为您的项目的每个阶段量身定制:

  • 业务问题理解: Initiating with precise problem formulation and conceptualization to direct our data-driven strategies.
  • 数据工程: 包括精简数据流的编排, 通用存储解决方案(SQL和非SQL), 并转换为深入的数据分析.
  • 造型: 具有广泛的预测和概率模型, 为深度学习和数字双胞胎干杯, 针对不同场景的效率和准确性进行了优化.
  • 评价: 我们细致的评估过程包括实验设计, 不确定度和敏感性分析, and robust validation techniques to ensure 可靠性 and actionable insights.
  • 部署: 我们提供全面的部署服务, from intelligence transfer and detailed reporting to the development of interfaces and custom integrations for seamless operational adoption.

 

为什么选择im体育APP?

Choosing 数字工程 for your 数据科学 and 机器学习 services means partnering with a leader in merging cutting-edge data science and machine learning with pragmatic engineering solutions to significantly improve your operational 效率, 可靠性, 和成功. 

作为一个软件不可知论的提供者, 我们支持商业平台和开源平台, 确保我们的解决方案不局限于特定的技术.
Our unique capability to merge in-house hardware testing with digital engineering sets us apart, 以提供独特的数据科学服务而告终. This convergence allows us to provide comprehensive solutions that span the physical and digital realms.

了解更多关于im体育APP的信息 or 请立即im体育APP的专家团队 讨论你的项目. 

How do your machine learning services contribute to digital transformation?

Our services empower digital transformation by offering expert guidance and support, leveraging data for insights that drive operational 效率 和成功. We provide actionable intelligence that enables businesses to make informed decisions, 在数字化之旅中促进增长和创新.

你的数据科学解决方案能够针对特定的im体育平台app下载需求进行定制吗?

我们的数据科学和机器学习解决方案是高度可定制的, 专为满足各im体育平台app下载的独特要求而设计, im体育平台app下载, 和项目. By combining our deep expertise in physics and engineering with advanced analytical techniques, 我们确保我们的解决方案既实用又有影响力.

您的数据科学服务如何与现有系统集成?

Our data science services are designed for seamless integration with existing systems, 确保顺利采用和最小的中断. We tailor our solutions to work in harmony with your current infrastructure, 在不需要大规模系统检修的情况下增强能力.

机器学习:贝叶斯推理

Bayesian Inference is used in computational vision calculations as a method to update model hypotheses following observations on data.

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Data science: Contemporary Practices for the 核 and 工程 Industries

Read our white paper to learn how contemporary digital technologies are underpinned by practices such as analytics, 这些都是由数据科学反过来支撑的.

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相关服务

Female engineer performing system and process safety engineering outside

系统和过程安全工程

We offer specialized services in system safety engineering and process safety engineering to robustly tackle your project’s risk and compliance challenges, 将安全性和可靠性提升到新的高度.

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建模与仿真

数字工程’s modeling and simulation teams are based in four offices worldwide. 是否开发一种新的能力, 解决新的挑战或需要对现有功能的支持, im体育APP，讨论我们如何为您提供支持.

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我们的团队超过9人,在北美聘用了000名专家, 欧洲, 中东地区, 澳大利亚, 亚洲和非洲随时准备帮助你们.

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