NLP Logix 是一家高级分析和机器学习数据产品和服务公司，从 2011 年的愿景发展成为发展最快的深度学习从业者团队之一。 NLP Logix 是一支经验丰富的数据科学家团队，与传统技术相比，他们能够获取大量不同的数据源并在更短的时间内返回可操作且有价值的信息。
该公司由三位在一家医疗服务公司共同工作的专业人士创办，他们开发并将预测模型和高级分析应用到其工作流程中。当创始人创办 NLP Logix 时，他们开始参加由 Kaggle.com 主办的国际数据科学竞赛……并开始获胜。创始人知道通过机器学习开发算法只是解决方案的一部分，因此他们开始专注于将学习模型集成到客户工作流程中的实际应用，以便在决策时提供最大价值。这种商业模式在今天仍然存在。 NLP Logix 的能力包括：预测建模、预测、数据可视化、情感分析、神经网络、行为建模、统计建模、优化、业务分析 专长机器学习——NLP Logix 已在国际舞台上证明，其 ML 专业人员团队处于top 1% 统计学家——我们的统计学家团队提供商业领袖采取数据驱动行动所需的解释商业智能——我们的工程师是塑造、合并和可视化大型不同数据集的专家
NLP Logix的技术栈描绘了NLP Logix在分析与建模等物联网技术方面的实践。
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Railroad Asset Identification using Computer Vision
This customer maintains a railroad network consisting of thousands of miles of track across North America. They are regulated by a primary federal agency for the safe operation and maintenance of their network. One of the many requirements is the consistent posting of signage at various locations of their tracks.The customer began capturing video of their rail network a number of years ago and updates it on a continual basis. The challenge is the ability to watch the video and determine if specific signage is in place and if it is in serviceable condition.
InData Labs’ mission is to help clients rocket their competitiveness and get brilliant results of their work unseen before. As a Data Science firm with AI-powered solutions provider with its own R&D center, InData Labs helps businesses of all sizes all over the world to get valuable insights into data, automate repetitive tasks, enhance performance, add AI-driven features, and prevent cost overruns.
Industrial data platformThe ConnectedThinks Industrial data platform is capable of connecting to multiple industrial data sources, correlating and transforming the data into useful insights, and helping improve the efficiency of your industrial business.Edge ConnectorsThe edge-connectors suite is a middleware deployable on ARM or X86-based Industrial edge IoT gateways. It enables quick connection and rapid onboarding of various assets such as machinery, sensors, asset trackers, Bluetooth beacons, and IP Video streams as well as OT assets such as PLC, SCADA, CNC, and HMI – to name a few. It offers secure device management and remote connection. Data PlatformThe ConnectedThinks data platform is a modern technology stack, built-to-scale to ingest and process high-speed, high-density, and real-time industrial data. Its functionality could be split into 3 primary parts – the data-ingest, the data-transform-&-store, and the data-query part.The data-ingest part consists of a high-performant MQTT broker and a highly-scalable, multi-cluster Kafka messaging queue which together can ingest and process data at a very high speed.The data-transform-&-storage part is built on top of Kafka KSQLdb and Apache Spark with real-time data transformation and the ability to integrate real-time machine-learning predictions for Anomaly Detection and other Predictive Maintenance tasks. The platform offers out-of-the-box connectors to store data on almost any database, data warehouse, or even into S3-storage compatible Data Lakes with efficient storage formats like PARQUET and AVRO.The data-query part consists of multiple custom-built connectors to various SQL and pseudo-SQL databases and storages along with highly-scalable PRESTO (a.k.a prestodb)Together it forms a complete Industry 4.0 offering for data intelligence and integration. The entire offering is built with Microservices and dockerized to make it suitable for deployment on-prem, private-cloud, or Public Cloud like AWS, Azure, or Google. Data visualization & BIConnectedThinks platform offers a custom-built visualization engine, built from the ground up to serve the specific requirements of industrial operations which demand a combination of real-time diagnostic monitoring for high-speed data, a SCADA-like monitoring system with visual aids and historical data analytics with data ranging from a few weeks to couple years. It is built on top of front-end REACT-js libraries along with Authentication and fine-grain access Authorization to deliver a secure web portal that is accessible from any corner of the world. The platform is also pre-integrated with Apache Superset and offers embedded dashboards as well as quick drag-and-drop data exploration. The prestodb query engine ODBC connectors enable you to import and explore data from your existing BI solutions such as Tableau, Looker, PowerBI, etc,