Analyzing IoT Data in Python

Intermédiaire

Updated 12/2024

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

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Description du cours

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.

Conditions préalables

Data Manipulation with pandas

Accessing IoT Data

Commencer le chapitre

Introduction to IoT data

Description du cours

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