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The Top 5 AI & Machine Learning Trends

By dotData

Updated The past couple of years have seen dramatic changes as the pandemic first drove the need for more online transactions and communications, then became the cause of worldwide shortages that have increased inflation and forced organizations around the globe to rethink their strategies. Machine Learning stands at the epicenter of these changes, but the long-term success of ML projects will be impacted by technology trends that continue to alter and shape the market for Machine Learning products and enabling technologies. This post is an updated version of an older post. Here are the latest trends we see as critical to ML practitioners: Augmented Analytics Transforming Business Intelligence Augmented Analytics will transform Business Intelligence – Augmented Analytics uses AI and ML technologies to assist with data preparation, insight generation, and explanation to expand how people explore and analyze data in analytics and BI platforms. AI is a critical enabling technology,…

AI Automation To Enable Smart Manufacturing

By Sachin Andhare

Heavy industries such as Steelmaking are ramping up digital transformation initiatives to improve throughput, efficiency, safety, and reliability of their operations. Metals, mining, and machine tool building companies are embarking on multi-year journeys to digitize operations by adding connectivity, automation, and advanced analytics.  According to McKinsey, most heavy-industry sectors are at the middle stages of digital maturity (Digital 2.0) relying on rule-based automation and distributed control systems.  Some have made progress in digital maturity (Digital 3.0) and are using collaborative robots and advanced process control systems. However, a few digital pioneers are leveraging AI Automation and applying Machine Learning (ML) to operational data (Digital 4). These digital leaders offer powerful lessons that others can emulate and follow to successfully deploy ML at scale.  Drowning in Sensor Data  With the ubiquitous sensor network and pervasive connectivity in industrial manufacturing, data from production machines has continued to grow at an unprecedented scale. …