Course Code: rapidminer
Duration: 14 hours
Prerequisites:
  • An understanding of data science concepts
Overview:

RapidMiner is an open source data science software platform for rapid application prototyping and development. It includes an integrated environment for data preparation, machine learning, deep learning, text mining, and predictive analytics. 

In this instructor-led, live training, participants will learn how to use RapidMiner Studio for data preparation, machine learning, and predictive model deployment. 

By the end of this training, participants will be able to:

  • Install and configure RapidMiner
  • Prepare and visualize data with RapidMiner
  • Validate machine learning models
  • Mashup data and create predictive models
  • Operationalize predictive analytics within a business process
  • Troubleshoot and optimize RapidMiner

Audience

  • Data scientists
  • Engineers
  • Developers

Format of the Course

  • Part lecture, part discussion, exercises and heavy hands-on practice

Note

  • To request a customized training for this course, please contact us to arrange.
Course Outline:

Introduction

Installing and Configuring RapidMiner

Overview of RapidMiner Studio Interface and Mechanics

Recap of the Analytical Cycle

Overview of Repository

Importing Data

Preparing Data

Modeling 

Validation

Using Macros

Using Global Search

Buidling More Sophisticated Predictive Models

Evaluating Model Quality

Troubleshooting and Optimization

Summary and Conclusion

Sites Published:

United Arab Emirates - RapidMiner for Machine Learning and Predictive Analytics

Qatar - RapidMiner for Machine Learning and Predictive Analytics

Egypt - RapidMiner for Machine Learning and Predictive Analytics

Saudi Arabia - RapidMiner for Machine Learning and Predictive Analytics

South Africa - RapidMiner for Machine Learning and Predictive Analytics

Brasil - RapidMiner for Machine Learning and Predictive Analytics

Canada - RapidMiner for Machine Learning and Predictive Analytics

中国 - RapidMiner for Machine Learning and Predictive Analytics

香港 - RapidMiner for Machine Learning and Predictive Analytics

澳門 - RapidMiner for Machine Learning and Predictive Analytics

台灣 - RapidMiner for Machine Learning and Predictive Analytics

USA - RapidMiner for Machine Learning and Predictive Analytics

Österreich - RapidMiner for Machine Learning and Predictive Analytics

Schweiz - RapidMiner for Machine Learning and Predictive Analytics

Deutschland - RapidMiner for Machine Learning and Predictive Analytics

Czech Republic - RapidMiner for Machine Learning and Predictive Analytics

Denmark - RapidMiner for Machine Learning and Predictive Analytics

Estonia - RapidMiner for Machine Learning and Predictive Analytics

Finland - RapidMiner for Machine Learning and Predictive Analytics

Greece - RapidMiner for Machine Learning and Predictive Analytics

Magyarország - RapidMiner for Machine Learning and Predictive Analytics

Ireland - RapidMiner for Machine Learning and Predictive Analytics

Luxembourg - RapidMiner for Machine Learning and Predictive Analytics

Latvia - RapidMiner for Machine Learning and Predictive Analytics

España - RapidMiner for Machine Learning and Predictive Analytics

Italia - RapidMiner for Machine Learning and Predictive Analytics

Lithuania - RapidMiner for Machine Learning and Predictive Analytics

Nederland - RapidMiner for Machine Learning and Predictive Analytics

Norway - RapidMiner for Machine Learning and Predictive Analytics

Portugal - RapidMiner for Machine Learning and Predictive Analytics

România - RapidMiner for Machine Learning and Predictive Analytics

Sverige - RapidMiner for Machine Learning and Predictive Analytics

Türkiye - RapidMiner for Machine Learning and Predictive Analytics

Malta - RapidMiner for Machine Learning and Predictive Analytics

Belgique - RapidMiner for Machine Learning and Predictive Analytics

France - RapidMiner for Machine Learning and Predictive Analytics

日本 - RapidMiner for Machine Learning and Predictive Analytics

Australia - RapidMiner for Machine Learning and Predictive Analytics

Malaysia - RapidMiner for Machine Learning and Predictive Analytics

New Zealand - RapidMiner for Machine Learning and Predictive Analytics

Philippines - RapidMiner for Machine Learning and Predictive Analytics

Singapore - RapidMiner for Machine Learning and Predictive Analytics

Thailand - RapidMiner for Machine Learning and Predictive Analytics

Vietnam - RapidMiner for Machine Learning and Predictive Analytics

India - RapidMiner for Machine Learning and Predictive Analytics

Argentina - RapidMiner for Machine Learning and Predictive Analytics

Chile - RapidMiner for Machine Learning and Predictive Analytics

Costa Rica - RapidMiner for Machine Learning and Predictive Analytics

Ecuador - RapidMiner for Machine Learning and Predictive Analytics

Guatemala - RapidMiner for Machine Learning and Predictive Analytics

Colombia - RapidMiner for Machine Learning and Predictive Analytics

México - RapidMiner for Machine Learning and Predictive Analytics

Panama - RapidMiner for Machine Learning and Predictive Analytics

Peru - RapidMiner for Machine Learning and Predictive Analytics

Uruguay - RapidMiner for Machine Learning and Predictive Analytics

Venezuela - RapidMiner for Machine Learning and Predictive Analytics

Polska - RapidMiner for Machine Learning and Predictive Analytics

United Kingdom - RapidMiner for Machine Learning and Predictive Analytics

South Korea - RapidMiner for Machine Learning and Predictive Analytics

Pakistan - RapidMiner for Machine Learning and Predictive Analytics

Sri Lanka - RapidMiner for Machine Learning and Predictive Analytics

Bulgaria - RapidMiner for Machine Learning and Predictive Analytics

Bolivia - RapidMiner for Machine Learning and Predictive Analytics

Indonesia - RapidMiner for Machine Learning and Predictive Analytics

Kazakhstan - RapidMiner for Machine Learning and Predictive Analytics

Moldova - RapidMiner for Machine Learning and Predictive Analytics

Morocco - RapidMiner for Machine Learning and Predictive Analytics

Tunisia - RapidMiner for Machine Learning and Predictive Analytics

Kuwait - RapidMiner for Machine Learning and Predictive Analytics

Oman - RapidMiner for Machine Learning and Predictive Analytics

Slovakia - RapidMiner for Machine Learning and Predictive Analytics

Kenya - RapidMiner for Machine Learning and Predictive Analytics

Nigeria - RapidMiner for Machine Learning and Predictive Analytics

Botswana - RapidMiner for Machine Learning and Predictive Analytics

Slovenia - RapidMiner for Machine Learning and Predictive Analytics

Croatia - RapidMiner for Machine Learning and Predictive Analytics

Serbia - RapidMiner for Machine Learning and Predictive Analytics

Bhutan - RapidMiner for Machine Learning and Predictive Analytics

Nepal - RapidMiner for Machine Learning and Predictive Analytics

Uzbekistan - RapidMiner for Machine Learning and Predictive Analytics