About this author

Chris MacDonald is the Head of AI and Analytics, Digital Transformation Solutions at PTC.  He joined PTC through the acquisition of Coldlight in May of 2015 and has been a leader and technologist in the Analytics space throughout his career. Through his work at companies such as Xerox, SAP, Oracle, Coldlight, and now PTC, Chris has helped companies across every vertical harness the value of data-driven innovation. Leveraging his expertise in purpose built IoT Analytics, Chris remains focused on unlocking potential opportunities in evolving data ecosystems using innovative technologies.

This author writes about... Predictive Analytics

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Application Lifecycle Management (ALM) Augmented Reality Computer-aided Design (CAD) Engineering Calculations Enterprise Asset Management (EAM) Industrial Connectivity Industrial Internet of Things Product Lifecycle Management (PLM) Service Lifecycle Management (SLM)

Aerospace and Defense Automotive Electronics and High-Tech Energy and Resources Industrial Equipment MedTech Retail and Consumer Products Software and Technology

Additive Manufacturing Agile Artificial Intelligence Asset Centricity BOM Management Closed-Loop Quality Cloud Native Connected Devices Customer Experience Digital Thread Digital Transformation Digital Twin Education Engineering Collaboration Enterprise Collaboration Field Service Generative Design Increase Manufacturing Productivity Industrial Skills Gap Industry 4.0 IT/OT Convergence Life at PTC Math Software Model-Based Definition Predictive Analytics Predictive Maintenance Product Line Engineering PTC Reality Lab Regulatory Compliance Remote Service Requirements Management Risk & Test Management SaaS Service Optimization Service Parts Service Revenue Simulation Software Development Sustainability Technician Efficiency Training Variant Management

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Application Lifecycle Management (ALM) Augmented Reality Computer-aided Design (CAD) Engineering Calculations Enterprise Asset Management (EAM) Industrial Connectivity Industrial Internet of Things Product Lifecycle Management (PLM) Service Lifecycle Management (SLM)

Aerospace and Defense Automotive Electronics and High-Tech Energy and Resources Industrial Equipment MedTech Retail and Consumer Products Software and Technology

Additive Manufacturing Agile Artificial Intelligence Asset Centricity BOM Management Closed-Loop Quality Cloud Native Connected Devices Customer Experience Digital Thread Digital Transformation Digital Twin Education Engineering Collaboration Enterprise Collaboration Field Service Generative Design Increase Manufacturing Productivity Industrial Skills Gap Industry 4.0 IT/OT Convergence Life at PTC Math Software Model-Based Definition Predictive Analytics Predictive Maintenance Product Line Engineering PTC Reality Lab Regulatory Compliance Remote Service Requirements Management Risk & Test Management SaaS Service Optimization Service Parts Service Revenue Simulation Software Development Sustainability Technician Efficiency Training Variant Management

Understand what type of IoT analytics to apply to gain insights that can help you make business-critical decisions.