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About Cabling Installation & Maintenance:

Bringing practical business and technical intelligence to today's structured cabling professionals.

For more than 30 years, Cabling Installation & Maintenance has provided useful, practical information to professionals responsible for the specification, design, installation and management of structured cabling systems serving enterprise, data center and other environments. These professionals are challenged to stay informed of constantly evolving standards, system-design and installation approaches, product and system capabilities, technologies, as well as applications that rely on high-performance structured cabling systems. Our editors synthesize these complex issues into multiple information products. This portfolio of information products provides concrete detail that improves the efficiency of day-to-day operations, and equips cabling professionals with the perspective that enables strategic planning for networks’ optimum long-term performance.

Throughout our annual magazine, weekly email newsletters and 24/7/365 website, Cabling Installation & Maintenance digs into the essential topics our audience focuses on:

  • Design, Installation and Testing: We explain the bottom-up design of cabling systems, from case histories of actual projects to solutions for specific problems or aspects of the design process. We also look at specific installations using a case-history approach to highlight challenging problems, solutions and unique features. Additionally, we examine evolving test-and-measurement technologies and techniques designed to address the standards-governed and practical-use performance requirements of cabling systems.
  • Technology: We evaluate product innovations and technology trends as they impact a particular product class through interviews with manufacturers, installers and users, as well as contributed articles from subject-matter experts.
  • Data Center: Cabling Installation & Maintenance takes an in-depth look at design and installation workmanship issues as well as the unique technology being deployed specifically for data centers.
  • Physical Security: Focusing on the areas in which security and IT—and the infrastructure for both—interlock and overlap, we pay specific attention to Internet Protocol’s influence over the development of security applications.
  • Standards: Tracking the activities of North American and international standards-making organizations, we provide updates on specifications that are in-progress, looking forward to how they will affect cabling-system design and installation. We also produce articles explaining the practical aspects of designing and installing cabling systems in accordance with the specifications of established standards.

New ClearScape Analytics Features Maximize AI/ML Investments and Boost Data Science Productivity

Teradata (NYSE: TDC) today announced at Possible 2024: London new features and productivity enhancements to ClearScape Analytics, the most powerful, open, and connected AI/ML capabilities in the market today. These new features are designed to enable the world’s most innovative organizations to maximize the ROI of their AI/ML investments and boost data science productivity to achieve business outcomes faster and more efficiently.

In recent years, the increased complexity of AI tools and platforms coupled with the proliferation of data and analytic platforms has resulted in complicated and inefficient AI/ML processes. As a result, companies are unable to derive complete insights from their data and the cost of AI operationalization at scale has risen. At the same time, data scientists are under growing pressure from their organizations to maximize productivity and increase their AI output. Unfortunately, due to inefficiency in data preparation, manual machine-learning processes, and the overarching challenges of AI operationalization, data science productivity is often hampered. This is then exacerbated by the steep learning curve that accompanies the industry’s rapidly evolving tools and techniques.

With ClearScape Analytics’ enhanced features and functionality, Teradata is addressing these challenges and enabling its customers to realize their full AI potential. All Teradata VantageCloud customers have access to ClearScape Analytics and these updates.

New ClearScape Analytics Features & Functionality

  • Spark to ClearScape Analytics: Leverage Teradata’s tool, pyspark2teradataml, to easily convert legacy pyspark code to Teradata machine learning, eliminating the need for data movement. Benefits include:
    • Reduce complexity and costs: Customers who previously needed to export data from VantageCloud to Spark platforms will no longer need the costly and cumbersome task. They can work with converted code in ClearScape Analytics.
    • Operationalizing AI at scale: After conversion, customers can leverage VantageCloud’s enterprise-grade workload management, security, and data integration that is designed to operationalize trusted AI at scale and quickly get AI/ML models into production.
    • Enabling multi-cloud machine learning: Customers can work in a true hybrid-cloud environment after conversion so they can get the most of their Spark-based investment.
  • AutoML: Designed to enable data scientists to automatically train high-quality models specific to the business needs of each organization. Benefits include:
    • Time-savings and expanded user base: By automating model training, Teradata is taking the time-consuming manual work involved in the ML process out of the equation and enabling non-technical business users to build AI/ML models.
  • KNIME Integration: KNIME, a complete no-code, low-code platform that allows users to build data science workflows​, is integrated with Teradata VantageCloud and ClearScape Analytics. Benefits include:
    • Acceleration of AI initiatives and expanded user base: ClearScape Analytics users are provided with a free, open-source no-code interface that is designed to be suitable for a variety of technical and non-technical users. AI initiatives are expected to be accelerated with the simplicity of KNIME and scalability of VantageCloud.
  • New self-service UX enhancements: New widgets enable a self-service user experience to access a variety of queries and plotting. Benefits include:
    • Ease of use & self-service capabilities that is designed to reduce errors: Users can access their data with no coding, thereby reducing the risk of bad code or coding errors.
  • Teradata Open-source ML: ClearScape Analytics users can run popular open-source machine learning functions on VantageCloud. Benefits include:
    • Ease of use and scalability of open source: Ease of use of open-source functions on VantageCloud​, scalability and performance for open-source functions, and operationalization of trained open-source models that are stored in VantageCloud.

"We launched ClearScape Analytics nearly two years ago to help our customers maximize the value of their data, unlock innovation, and navigate AI complexity,” said Daniel Spurling, Senior Vice President, Product Management at Teradata. “With these latest enhancements, we’re helping data scientists streamline complex processes through various self-service and automated features that are designed to allow AI models to get from training to production to enterprise-wide operationalization at scale, faster and more cost effectively.”

About Teradata

At Teradata, we believe that people thrive when empowered with trusted information. We offer the most complete cloud analytics and data platform for AI. By delivering harmonized data and Trusted AI, we enable more confident decision-making, unlock faster innovation, and drive the impactful business results organizations need most.

See how at Teradata.com.

The Teradata logo and ClearScape Analytics are trademarks, and Teradata is a registered trademark of Teradata Corporation and/or its affiliates in the U.S. and worldwide.

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