Predictive Analytics for IoT Solutions Training

Live Online & Classroom Enterprise Training

This course uses hands-on lab activities to guide students through a series of machine learning implementations that are common for IoT scenarios

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What is Predictive Analytics for IoT Solutions Training about?

This course uses hands-on lab activities to guide students through a series of machine learning implementations that are common for IoT scenarios, such as predictive maintenance. After completing this course, students can implement predictive analytics using their IoT data.

What are the objectives of Predictive Analytics for IoT Solutions Training ?

Data Collection using IoT Devices
Quick start Building IoT Projects
Data Analysis and Data Visualization

Who is Predictive Analytics for IoT Solutions Training for?

Engineers who would like to understand the methods used to analyse IoT data on a large scale
Executives who would like to understand how to utilise IoT data to create business value
Engineering Graduates, IoT Developers, and Data Scientists

What are the prerequisites for Predictive Analytics for IoT Solutions Training?

None

Available Training Modes

Live Online Training

6 Hours

Self-Paced Training

6 Hours

Course Outline Expand All

Expand All

Module 1: Introduction to Machine Learning for IoT

Examining Machine Learning for IoT

Getting Started with Azure Machine Learning

Exploring Code-First Machine Learning with Python

Module 2: Data Preparation for Predictive Maintenance Modelling

Exploring IoT Data with Python

Cleaning and Standardizing IoT Data

Applying Advanced Data Exploration Techniques

Module 3: Feature Engineering for Predictive Maintenance Modelling

Exploring Feature Engineering

Applying Feature Selection Techniques

Module 4: Fault Prediction

Training a Predictive Model

Analysing Model Performance

Who is the instructor for this training?

The trainer for this Predictive Analytics for IoT Solutions Training has extensive experience in this domain, including years of experience training & mentoring professionals.

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