Some businesses and consumers have already begun embracing it wholeheartedly. Others want to understand it better than they do. And many find the whole idea a bit overwhelming and aren’t sure where to start. Here a typically overview of IOT solution and technologies which could be used to implement a suitable solution.
Overview Data Science for the Internet of Things (IoT)This unique course aims to create a new breed of engineer - those with a background in IoT and knowledge of machine learning, AI, cloud and robotics.
The Data Science for IoT course aims to equip you with the skills to solve problems, providing you with a toolkit (code) and templates. It's for developers who want to be data scientists with an emphasis on IoT.
The course explores problem solving for IoT analytics via the following topics:
Product development for IoT (with an emphasis on analytics)
Artificial intelligence (AI)
TensorFlow and Keras
Deploying AI models to scale (e.g. via Kubernetes)
Real time including LSTMs and streaming
NoSQL databases for IoT
IoT data visualization
Robotics and drones
Complex event processing
Innovation in IoT
Methodology – putting it all together
About the course and its aims:
The course analyses problem solving for IoT analytics.
The unique considerations for IoT data (e.g. time series data) are investigated.
The course covers programming so participants will need to be familiar with some programming languages - but we do not expect familiarity in a specific language. The primary programming language of the course is Python (specifically TensorFlow and Keras).
We use Spark for big data.
The course needs an understanding of maths. We cover maths and statistics foundations as needed.
Where possible, we use IoT datasets. We cover handling large-scale IoT datasets.
We focus on skills based/commercial products. This is not an academic course.
The course also includes an industry programme. The industry programme will be based on use cases incorporating IoT analytics methodology.
Azure IoT Edge Dev Tool
- The Azure IoT Edge Dev Tool greatly simplifies your Azure IoT Edge development process. It has everything you need to get started and helps with your day-to-day IoT Edge development.