This developer code pattern uses Findability Platform (FP) Predict Plus operator from Red Hat Marketplace to predict customer spending using historical data and demonstrates the automated process of building models. Machine learning is a large field of study that overlaps with and inherits ideas from many related fields, such as artificial intelligence. The focus of the field is learning -- that is, acquiring skills or knowledge from experience. Most commonly, this means synthesizing useful concepts from historical data. As such, there are many types of learning you may encounter as a practitioner in the field of machine learning from whole fields of study to specific techniques.

If you are NLOps and AIOps analysts, this news will delight you. Data science platform cnvrg.io is now available through Red Hat Marketplace. IBM and Red Hat announced the launch of the world's most powerful open source Hybrid Cloud innovation accelerator, Red Hat Marketplace, a gallery of enterprise applications for global customers. Through the marketplace, customers can take advantage of responsive support, streamlined billing and contracting, simplified governance, and single-dashboard visibility across clouds. This collaboration can help data scientists and IT organizations to operationalize their machine learning and dramatically accelerate time to production." ML platform helps data scientists spend less time on DevOps, with advanced MLOps solutions, data version control and management, experiment tracking, model management, model monitoring and more. Its collaborative end-to-end solution enables teams to streamline machine learning and quickly deploy high impact models. Expert and novice data scientists enjoy the flexibility to use any tool, language or environment while maintaining full control of their models in training and in production. Built in collaboration with Red Hat and IBM, Red Hat Marketplace is designed to meet the unique needs of developers, procurement teams and IT leaders through simplified and streamlined access to popular enterprise software. All solutions available through the marketplace have been tested and certified for Red Hat OpenShift, the industry's most comprehensive enterprise Kubernetes platform, allowing them to run anywhere OpenShift runs. A containers-based approach helps ensure that applications can be run and managed the exact same way, regardless of the underlying cloud infrastructure. This gives companies the flexibility to run their workloads on-premises or in any public or private cloud with improved portability and confidence that their applications and data are protected against vendor lock-in. Sandesh Bhat, IBM General Manager, Open Cloud Technology & Applications said, "Through Red Hat Marketplace, we're expanding our ecosystem together with partners like cnvrg.io and helping our customers thrive in a hybrid multi-cloud world." Sandesh added, "Container-based environments are the future of enterprise technology, and Red Hat OpenShift is the industry's most comprehensive enterprise Kubernetes platform.

Mercedes-Benz USA announced a transformational collaboration with Microsoft that redefines automotive maintenance and the way service technicians work, leading to an enhanced customer experience and greater efficiencies in communication and employee safety. As the first mixed reality automotive maintenance system, Mercedes-Benz Virtual Remote Support, powered by HoloLens 2 and Dynamics 365 Remote Assist, allows onsite dealership technicians to work handsfree sharing real-time views and sounds of the vehicle while talking with Mercedes-Benz technical specialists. The remote MB specialists can provide valuable insight and technological guidance to help complete complex maintenance issues in record time, without ever leaving their office. "This is a massive shift in the way we do business – helping us to serve our customers more quickly – and is especially timely with the new realities of COVID-19 and our desire to keep employees safe," said Christian Treiber, Vice President of Customer Services at MBUSA. "Today's vehicles feature more than 100 million lines of software code. Through our partnership with Microsoft, we have a new paradigm for technology support and communication that helps our dealers and technicians master the complexity of these vehicles while eliminating travel time and onsite visits. "I'm thrilled by the transformation made possible by our partnership with Mercedes-Benz USA.