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Module Based Training

Module 2 – Cross-Industry Standard Process for Data Mining

Industrial Data Science
Module 2 – Cross-Industry Standard Process for Data Mining

Duration: 60 minutes

Subject area:

Fees: $200.00

OVERVIEW:

This module forms part of our 2-day Industrial Data Science (IDS) training course which aims to address the important skill sets and understanding needed to explore the main tools used for data science and how these can be implemented to optimize asset management in heavy industry. To view/register for the live training session, click here.

The training module is followed by an interactive case study to reinforce learning.

MODULE DESCRIPTION:

Our Cross-Industry Standard Process for Data Mining module presents an overview of the Cross-Industry Standard Process for Data Mining (CRISP-DM), its details, optimization, steps, and industry examples.

MODULE OBJECTIVES:

  • Define an overview of the Cross-Industry Standard Process for Data Mining (CRISP-DM) and detail its steps:
    • Business Understanding,
    • Data Understanding,
    • Data Preparation,
    • Modelling,
    • Evaluation,
    • Deployment.
  • Define optimization techniques for CRISP-DM
  • Identify examples from industry (Gas-Turbine Optimization, Equipment Health Management, and Natural Language Processing)

MODULE OUTCOME:

The delegates will gain a holistic understanding of the Cross-Industry Standard Process for Data Mining (CRISP-DM), how to optimize it, and be able to identify specific examples where it can be applied in industry.

System Requirements

  • Internet Access – Users will need a computer or device with a web browser and an internet connection.
  • System – Runs on desktop computers using Microsoft Windows 7, 8 and 10, and MAC OS.
  • Browser – Runs on IE11, Chrome, Firefox and Safari, but requires the latest Flash Player to run.
  • Audio – Requires speaker or headphones.
  • Notes – Not suitable for tablets or smartphones.

Terms & Conditions

  • Pre-recorded sessions are accessible for a 30-day duration upon receiving access.
  • Payments are non-refundable in the event of a cancellation.
  • Access to the pre-recorded session will be granted within 5 working days of payment receipt and a notification will be sent to your email address.

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