Analyzing IoT Data in Python

MellanliggandeFärdighetsnivå

Uppdaterad 2024-06

Learn how to import, clean and manipulate IoT data in Python to make it ready for machine learning.

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Kursbeskrivning

Have you ever heard about Internet of Things devices? Of course, you have. Maybe you also have a Raspberry PI in your house monitoring the temperature and humidity. IoT devices are everywhere around us, collecting data about our environment. You will be analyzing Environmental data, Traffic data as well as energy counter data. Following the course, you will learn how to collect and store data from a data stream. You will prepare IoT data for analysis, analyze and visualize IoT data, before implementing a simple machine learning model to take action when certain events occur and deploy this model to a real-time data stream.

Förkunskapskrav

Data Manipulation with pandas

Accessing IoT Data

In this chapter, you will first understand what IoT data is. Then, you learn how to aquire IoT data through a REST API and using an MQTT data stream to collect data in real time.

Introduction to IoT data

Kursbeskrivning

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