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大规模操作机器学习模型

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使用“OPE电子”®SmartWorks™Analytics探索MLOps

MLOps is a set of tools and processes that automate and streamline machine learning model deployments. 与传统的软件生产系统相比, MLOps为数据科学家节省了时间, 降低系统成本, 并通过管理代码将风险降到最低, 以可靠和可重复的方式生成工件和数据.

让每个人都能做出数据驱动的决策. 看看SmartWorks Analytics是如何做到的.

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Upload 机器学习 Models Built with “OPE电子”® Knowledge Studio® to “OPE电子”® SmartWorks™ Analytics

Upload 机器学习 Models Built with “OPE电子”® Knowledge Studio® to “OPE电子”® SmartWorks™ Analytics

Knowledge Studio makes it easy to export models to “OPE电子”’s SmartWorks Analytics for model management and model deployment. 本视频是使用Knowledge Studio 2021制作的.3和SmartWorks Analytics 2021.3.

产品介绍视频
可持续设计与循环产品生命周期管理

可持续设计与循环产品生命周期管理

利用材料的数据, 集成仿真, 数据分析, 和人工智能, OPE电子的解决方案正在推动向圆形设计的转变, 创造再生, 使用产品的闭环系统, 它的材料, 以及它的组成部分尽可能长地处于最高值, 同时尽量减少浪费的产生.

产品介绍视频
什么是可持续产品设计?

什么是可持续产品设计?

Circular product lifecycle management benefits industry and the earth by considering what the product you're developing will become in the future.

产品介绍视频
企业如何实现可持续的产品设计?

企业如何实现可持续的产品设计?

优化他们的流程以利用资源效率, 如今的制造商都在依赖智能, 连接技术使他们的产品更可持续.

产品介绍视频
数字线如何使产品更可持续?

数字线如何使产品更可持续?

“OPE电子” makes sustainably-driven product design possible by weaving a digital thread through its development, 测试, 和操作.

产品介绍视频
将手工机器学习发展到工厂规模

将手工机器学习发展到工厂规模

Discover how “OPE电子” delivers an end-to-end platform that enables you to combine enterprise expertise with data 和人工智能 to build 分析 applications and scalable automation – with or without code. Solving challenges in where multiple teams and skillsets are required to bring an AI and 分析 project across the finish line. 这是Sabina Stanescu的突破, 高级主管, 产品管理, 数据分析, “OPE电子”, 在未来大会上.该片将于2021年6月上映,时长约20分钟.

未来.2021年行业
阿尔斯通通过数字转型重塑轨道交通

阿尔斯通通过数字转型重塑轨道交通

Introducing HealthHub™, Alstom’s smart asset monitoring for optimized life-cycle cost. 它的目的是在单个位置收集和合并数据, whereby applying business rules supports maintenance activities and asset operation.

未来.2021年行业
“OPE电子”® SmartWorks™ Analytic: Empowering Everyone to Make Augmented, Data-driven Decisions

“OPE电子”® SmartWorks™ Analytic: Empowering Everyone to Make Augmented, Data-driven Decisions

SmartWorks is an end-to-end platform that enables you to combine enterprise expertise with data and artificial intelligence (AI) to build 分析 applications and scalable automation – with or without code. 开发AI-augmented分析. 看看SmartWorks Analytics是如何做到的.

技术文件
Fireside Chat: Why 工程师 will be the key to unlock the digitilization potential at manufacturers

Fireside Chat: Why 工程师 will be the key to unlock the digitilization potential at manufacturers

The ever-advancing digitization is being driven by the convergence of simulation, data, and HPC. 尽管虚拟方法, 可互操作的工具, 标准化的接口成为最先进的技术, the engineers and their management will play a significant role to break down silos and benefit from a Digital Thread. 在这炉边聊天, we will discuss the importance of people to unleash the potential of 数字双s, how they can combine the different fields of product development and what is still missing to make the connection.

未来.2021年行业
利用SmartWorks平台部署预测性维护策略

利用SmartWorks平台部署预测性维护策略

The costs of unscheduled downtime in manufacturing environments can be detrimental to operations. “OPE电子”使实时监控设备运行状况和预测故障变得容易. See how you can gain the insights your organization needs to avoid machine failures and unplanned downtime, 提高设备利用率和生产线生产力, 降低维护成本.

未来.2021年行业
用物联网打造更智能的舰队

用物联网打造更智能的舰队

开发你的产品变得越来越复杂. 市场要求更多的功能和更好的质量,同时要求更低的成本. SmartWorks brings a set of tools to help you collect data from your connected products, 帮助您构建web和移动应用程序,以控制您的产品, 并最终使你能够为客户提供更好的服务.

未来.2021年行业
建立一个完整的分析管道,以优化智能工厂的运营

建立一个完整的分析管道,以优化智能工厂的运营

IoT-enabled infrastructure in factories produce mountains of data that managers can use to optimize plant operations. IoT technology and the sensors that generate most of this data are key building blocks for executing on the industry 4.零智能工厂的愿景. 对数据进行适当的分析和可视化, 再加上部署在云或边缘的机器学习, 能帮助公司获得更高的生产力吗, 灵活性, 创新和更有效地竞争. The need to stitch together the tools required to support the entire workflow — from data prep to machine learning and MLOps (machine learning model operationalization management) — requires broad specialized knowledge and expertise, 以及大量的前期投资. 再加上需要在系统和工具之间传递数据, these factors introduce substantial amounts of risk into the implementation process. We built “OPE电子”® SmartWorks™ Analytics specifically to address these challenges and enable data-driven decision making 和人工智能-augmented automation. 在这个视频中, 我们将演示如何构建一个分析管道, 包括MLOps模型的部署, 在一个智能工厂环境中.

产品介绍视频
矿业工业物联网互联解决方案

矿业工业物联网互联解决方案

行业4.0 has led companies to investigate the automation of traditional manufacturing and industrial practices using modern smart technologies via Industrial 物联网 (IIoT) making agricultural 和采矿设备, 卡车, 通过有效的连接解决方案,使其他重工业资产更加智能化.

技术文件
“OPE电子”®SmartWorks™分析:概述

“OPE电子”®SmartWorks™分析:概述

“OPE电子”® SmartWorks™ Analytics is an end-to-end platform that enables you to combine enterprise expertise with data and artificial intelligence (AI) to build 分析 applications and scalable automation – with or without code.

产品介绍视频
“OPE电子”®SmartWorks™Analytics: MLOps

“OPE电子”®SmartWorks™Analytics: MLOps

学习如何管理和安全地大规模操作机器学习模型.

产品介绍视频
“OPE电子”®SmartWorks™Analytics: AutoML

“OPE电子”®SmartWorks™Analytics: AutoML

Explore how the AutoML nodes allow you to train classifiers by utilizing built-in feature transformations and optional automated hyperparameter tuning with our out-of-the box, 和完全可定制的网格搜索. AutoML models created using the Python-based engines of SmartWorks Analytics can be registered, 版本化, 并通过与MLflow和Seldon Core的集成提供服务.

产品介绍视频
以更低的风险构建撼动行业的智能产品生态系统

以更低的风险构建撼动行业的智能产品生态系统

Experience how “OPE电子”® SmartWorks™ IoT gives you everything you need to quickly build scalable, 安全的网络, 移动, 然后快速迭代以找到适合市场的产品. 这个演讲, 佩雷斯的贝罗, 《OPE电子SmartWorks物联网产品经理》最初在未来上播出.该片将于2021年6月上映,片长11分钟多一点. 今天试试SmartWorks物联网, 免费-点击这里开始试用.

未来.AI 2021
新的企业AI解决方案:加速创新,培育数据驱动的文化

新的企业AI解决方案:加速创新,培育数据驱动的文化

成为第一个体验OPE电子下一代的人, cloud-native enterprise data ecosystem empowers everyone in the enterprise to harness the full power of artificial intelligence (AI), 分析, 物联网(IoT). Explore how the dynamic tools and collaborative environment enables teams across any organization to solve complex problems, 加速转型并驱动业务价值. 这是分析高级副总裁Yeshwant Mummaneni的演讲 & 物联网,OPE电子,在未来播出.该片将于2021年6月上映,时长约11分钟. 让每个人都能做出数据驱动的决策. 看看SmartWorks是如何做到的. 查看所有的未来.AI 2021报告

未来.AI 2021
融合和数据驱动企业

融合和数据驱动企业

随着创新步伐的加快, OPE电子正在推动智能的未来, 通过模拟的收敛连接一切, HPC, 和人工智能的解决方案. 加入创始人, 主席, and Chief Executive Officer James Scapa to explore what he’s learned over more than 35 years assembling the right team and technologies to deliver this convergence and why it’s the key to unlocking your data potential and accelerating your digital transformation. 这是在未来大会上发表的主题演讲.该片将于2021年6月上映,片长18分钟多一点. Explore how to operationalize 分析 和人工智能 with secure, governed, and scalable strategies. 查看所有的未来.AI 2021报告

未来.AI 2021
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