Free IOT Data Analytics Course
IoT Data Analytics
Learn IoT Analytics to process and interpret device data, time-series data, real-world use cases, architectures, and tools for smarter insights. Enroll in this free IOT data analytics course to build effective IoT solutions.
Level
Learning hours
Skills you will learn
About this course
This free IOT data analytics online course discusses how data generated by connected devices can be analyzed to make decisions and come up with insights. You will learn about the categories of IoT analytics, namely descriptive, predictive, prescriptive, and diagnostic, and the steps of data analysis. The course also discusses basics of time-series data, its applications in predictive maintenance and the architecture and design aspects of IoT analytics. You will also get to know about libraries, tools, and frameworks to support the processing of IoT data. You will learn to use the skills you have gained to implement IoT analytics in real-life scenarios and more intelligent data-driven results.
Course Outline
This module will help you explore the definition and unique features of IoT analytics including its various types—descriptive, predictive, prescriptive, diagnostic, etc. You will also discover different IoT analytics stages.
In this module, you will learn about time series data, the process by which this kind of data is generated in IoT devices, and the ways to analyse it.
This module focuses on the stages of data analysis to understand where IoT analytics fits in. Different application areas will also be discussed with diving deep into predictive maintenance as a use case of IoT Analytics.
In this module, you will master the different topologies, architectures and design considerations in IoT Analytics.
In this module, you will learn different libraries, tools, and frameworks required for IoT Analytics.
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