BIG DATA MANAGEMENT, DATA SCIENCE, MACHINE LEARNING

Aimpoint Digital to Drive Value with Enhancement Through Gurobi Version 10’s New Features

Aimpoint Digital | January 10, 2023 | Read time : 02:00 min

Aimpoint Digital to Drive Value with Enhancement Through Gurobi Version 10’s New Features

On January 9, 2023, The pioneer in decision intelligence technology, Gurobi Optimization, announced the introduction of version 10 of its popular mathematical optimization software, Gurobi Optimizer. As a result, Aimpoint Digital, an analytics company committed to redefining businesses with data, will be able to use the power of mathematical optimization and prescriptive analytics to unlock client value by utilizing the significant features of Gurobi Optimizer version 10.

Specifically, customers can experience the convenience of the latest gurobipy-pandas wrapper to build optimization models using Pandas data. This open-source project makes it simple and efficient for Pandas users to create mathematical models from data stored in DataFrames and Series, and read solutions back directly as Pandas objects.

Yash Puranik, Principal Data Scientist at Aimpoint Digital, said, "The release of a Pandas API and a native MLflow API is a game changer." He also said, "Many of our clients require comprehensive models that combine the power of machine learning/forecasting methods with optimization for applications such as inventory management and supply chain optimization," In addition, he stated, "Natively integrating Gurobi with the data processing power of Python/Pandas and machine learning model-based predictions helps us develop more efficient and robust solutions for our clients."

(Source – GlobeNewswire)

Aimpoint Digital is built up of top-tier data scientists and operations research professionals that are competent in solving complex challenges such as employee rostering, production scheduling, inventory optimization, and demand allocation in logistics, supply chain, manufacturing, and related industries allocation. By combining their experience in machine learning, data analysis, and optimization, Aimpoint Digital continuously provides decision-makers with dependable decision assistance.

David O'keefe, Ecosystem Director at Gurobi, stated, "In addition to this new model-building feature, Gurobi 10.0 includes the ability to solve even more real-world business problems, even faster and easier than before. We are excited to see how the latest release of the Gurobi Optimizer improves our partner's deployment frameworks and their customers' models."

(Source – GlobeNewswire)

About Gurobi Optimization

Gurobi, the market leader in mathematical optimization software, produces the world's fastest and most powerful mathematical optimization solver, the Gurobi Optimizer, which is used by leading global companies across more than 40 industries to solve complex, real-world problems and make automated decisions that optimize their efficiency and profitability.

About Aimpoint Digital

Aimpoint Digital is an analytics company that leverages data to solve its clients' most challenging use cases, improve the efficiency of value chain processes, and transform consumer experiences. From integrating self-service analytics to implementing AI at scale and modernizing infrastructure environments, they work in transformational domains to enhance the performance of businesses.

Spotlight

Upgrade Your Data Architectures Your IT strategy and data architecture can be your competitive edge in today’s high-pressure, digital economy. Now, more than ever, it’s critical to upgrade your data architectures and exploit emerging cloud technologies. By powering your data architectures with a modern multi-cloud/hybrid tech st

Spotlight

Upgrade Your Data Architectures Your IT strategy and data architecture can be your competitive edge in today’s high-pressure, digital economy. Now, more than ever, it’s critical to upgrade your data architectures and exploit emerging cloud technologies. By powering your data architectures with a modern multi-cloud/hybrid tech st

Related News

BUSINESS INTELLIGENCE, BIG DATA MANAGEMENT, DATA SCIENCE

Sigma Computing Launches Enhanced Input Tables, Enabling Users to Write Directly to the Cloud Data Warehouse

Businesswire | April 18, 2023

Sigma Computing (“Sigma”), the fast, easy-to-use, and powerful alternative to traditional business intelligence (BI), has announced the launch of Input Tables, a first-of-its-kind feature that allows Sigma users to add data directly to the warehouse. With Input Tables, technical and business users can build scenarios, augment existing models, and comment and collaborate at cloud scale. Input Tables enables enterprises to migrate all of their analytics and data-driven work to the cloud, eliminating the legacy risks and constraints created by data extracts to spreadsheets. Sigma remains the only product designed for cloud data warehouses to enable users to freely analyze that data by using a familiar spreadsheet-like interface. With Input Tables, users can now build live scenario models by copying data from their stale, local spreadsheets and turning them into first-class data tables. They can also comment directly into tables, adding a human perspective to data sourced from applications. What that means is a whole new level of predictive analysis is possible. We’re no longer using data only to look at the past, but the real-time present as well as the future. “Sigma is again first to market with features that bring more users to the cloud data warehouse. With Input Tables, enterprises can expect business and technical users alike to migrate offline workflows to the cloud, ensuring better scale, better collaboration, better governance and, most critically, better decisions based on live data,” said Mike Palmer, CEO of Sigma Computing. “Input Tables enable all users to retain the speed and flexibility of their local applications with the scale, diversity, and security of the cloud. Leaders can expect transparency, speed and accuracy as business processes and decisions move online.” Sigma Input Tables helps organizations overcome the data-to-warehouse barrier by enabling users to bring data directly to the warehouse without the need to write code or use additional technical resources. Input Tables create Sigma-managed tables within a user’s cloud data warehouse directly from typed user inputs, referenced drop downs, or large copy-and-pasted data. Some additional benefits of Sigma Input Tables include: The Power of the Cloud: Input Tables allow companies to perform analysis live against the warehouse, without going through the loop of exporting data and performing that analysis in spreadsheets. This effectively allows companies to see exactly when something isn't going as planned so that the correct decision can be made. No downtime or waiting for requests. A Familiar UI: Anyone who has entered data into—or copy-and-pasted from—a spreadsheet or across spreadsheets can instantly use and understand Input Tables. Entire teams can access and perform analysis simultaneously, reducing the need for data teams to be a bottleneck. Scales With the Business: With all the security and audit controls to meet requirements of the largest enterprises, users can avoid having to find new software or applications to support growing demands as their business scales; Sigma provides the ability to unlock access to new data sources that change and update frequently. “Sigma’s Input Tables have been a turning point for Strategus, giving our users the power to incorporate their data by bridging the gap between information and analysis,” said Mark Sussman, Director of Data and Analytics at Strategus. “With everything else in the marketplace, analysis is the endpoint; in Sigma, analysis is the starting point.” To learn more about Sigma and the new Input Tables feature, visit sigmacomputing.com. About Sigma Computing Sigma is a cloud-native analytics platform that uses a familiar spreadsheet interface to give business users instant access to explore and get insights from their cloud data warehouse. It requires no code or special training to explore billions of rows, augment with new data, or perform “what if” analysis on data in real time. To find out more and sign up for your free trial, visit www.sigmacomputing.com/free-trial.

Read More

BUSINESS INTELLIGENCE, BIG DATA MANAGEMENT, BUSINESS STRATEGY

DryvIQ Sets New Standard for Unstructured Data Classification and File Migration Performance

PRWeb | April 21, 2023

DryvIQ, the leading data management company that helps organizations easily classify and manage their unstructured data, has today announced a series of platform enhancements that empower organizations with improved data classification capabilities and unrivaled enterprise file migration performance. DryvIQ will showcase its updated platform during the RSA Conference, April 24-27, in San Francisco. “There’s no denying that data is an organization’s most valuable asset. This is why DryvIQ remains committed to helping enterprises understand and manage their ever-growing data landscape – at extraordinary speed and scale,” said DryvIQ CEO Sean Nathaniel. “We are seeing organizations augment their traditional, top-down approach to data management and protection by integrating a bottoms-up approach that starts with a deep analysis of their unstructured data, including documents, files, and even emails. For the first time ever, our customers can use a single platform to classify and manage the content across all of their repositories and do it quickly enough to keep up with the volume, velocity, and variety of data – resulting in increased efficiency, decreased risk, and reduced costs.” DryvIQ’s unstructured data management platform includes a suite of patented artificial intelligence-driven capabilities that enable organizations to scan, analyze, classify, and manage unstructured data across all of their on-premises and cloud-based platforms – an expanding need within organizations as unstructured data volumes continue to grow rapidly, accounting for more than 90 percent of the data generated each year, according to IDC. With DryvIQ’s latest product update, customers can now experience: Enterprise-Wide Unstructured Data Classification – With the ability to continuously scan and classify content across over 40 on-premises or cloud-based repositories, organizations will gain a complete understanding of their unstructured data with DryvIQ Discover. Enhanced File Migration Capabilities – Seamlessly support storage reduction and archival strategies, merger and acquisition (M&A) activity, and other file migration initiatives by using analytics to migrate the files that matter, at speed and scale, with DryvIQ’s proprietary Intelligent Migration methodology. Data Discovery for Microsoft Exchange – Scan and analyze semi-structured data within Microsoft Exchange Email Server to quickly and easily classify any vulnerable or sensitive data stored within employees’ emails. Quicker Time-to-Value with Microsoft 365 – Working closely with technology partner Microsoft, DryvIQ has upgraded its integration with Microsoft’s latest APIs to improve performance and scalability. Scan and migrate data to Microsoft 365 faster than ever, at speeds of more than 100 TB per day, at petabyte scale. DryvIQ is returning to the 2023 RSA Conference to provide a first-hand look at the enhanced platform in booth S-948, located in the South Expo Hall of the Moscone Center. DryvIQ experts will be on-site to discuss how attendees can drive change within their organization when it comes to unstructured data management, as well as #DryvingChange through charitable giving. About DryvIQ DryvIQ helps organizations increase business efficiency, reduce risks, and decrease operational costs through its powerful unstructured data management platform. Using patented artificial intelligence and machine learning technology, DryvIQ enables organizations with deep insights to classify and manage their unstructured data. With speeds of over 100 terabytes a day at a petabyte scale, we’ve delivered quick time-to-value for over 1,100 of the largest customers in the world. For more information, visit http://www.dryviq.com.

Read More

BUSINESS INTELLIGENCE, BIG DATA MANAGEMENT, DATA ARCHITECTURE

StreamSets Platform Now Supports Oracle Data Guard for CDC Ingestion

StreamSets Inc. | March 08, 2023

On March 7, 2023, StreamSets, a subsidiary of Software AG, announced that it now supports the processing of change data capture (CDC) information from Oracle Data Guard deployments. This support for an additional data source offers a reliable and efficient way of developing data integration pipelines using CDC for production databases. CDC captures and propagates database changes in near real-time, which reduces the time required to make new data available for analysis. This functionality is critical for rapidly updated data or replication scenarios with minimal latency. StreamSets enables data engineers to capture CDC information from Oracle Data Guard, efficiently replicating and synchronizing data to cloud destinations, such as AWS or Snowflake, for analytics and reporting. Oracle Data Guard is also used as a disaster recovery solution, allowing data engineers to maintain a standby database in sync with the primary database in the event of primary database failure, which reduces the risk of data loss and recovery time, particularly for critical business systems. StreamSets users can leverage this new capability to replicate and synchronize data efficiently, ensuring high availability in the event of failures, a crucial consideration when constructing CDC pipelines for production databases. In addition, these pipelines can be utilized with modern data platforms such as Snowflake, allowing for streamlined reporting and enabling data-driven decision-making. StreamSets COO Products Dima Spivak commented, "Keeping up with the fast-paced demands of today's data-driven world requires real agility." He further emphasized, "Organizations must be able to access, replicate, and synchronize their data securely and efficiently. This latest enhancement to our platform makes that easier than ever before." (Source – PR Web) About StreamSets StreamSets, a subsidiary of Software AG, simplifies data integration in hybrid and multi-cloud environments to meet the growing demand for business data. The platform enables data teams to access data while retaining control, empowering enterprises to make data-driven decisions. StreamSets delivers reliable and repeatable pipelines that provide analytics-ready data for faster real-time decision-making while also reducing the costs and risks associated with data flow within an organization. The platform has gained the trust of the world's largest companies, powering millions of data pipelines for modern analytics, smart applications, AI/ML and hybrid integration.

Read More