Data Mining with IBM SPSS Modeler for Beginners

For all those persons who want to be able to identify patterns and relationships in data using modern methods of data mining. Using these methods decision findings can be supported and results can be improved in a meaningful and measureable manner.

Learning objectives

  • To gain an insight into typical data mining issues
  • To get an overview of the methods used in data mining and their
  • Implementation using IBM SPSS Modeler

Contents

IBM SPSS Modeler supports the whole data mining process whose individual phases - from data data capture and processing through to formation of different models up to modeling - are discussed using real questions.

Agenda

  • Overview of data mining with IBM SPSS Modeler
  • Set-up of IBM SPSS Modeler
  • Typical question in data mining
  • Introduction to the Standard CRISP-DM-process
  • Data import
  • Sharing of structured, ODBC-enabled data sources
  • Importing of text files
  • Retrieval of proprietary data formats (IBM SPSS Statistics, SAS)
  • Options for processing
  • Possibilities of selecting, setting up and merging data sets (joining, attaching, sorting, balancing)
  • Data validation, data exploration and automatic checking of data quality
  • Derivation, re-calculation of variables or replacement of variables
  • Re-coding, classification and dichotomization
  • Visualization (diagrams), model formation and evaluation
  • Model formation: overview of the available methods and suggestions on the areas of applicability
  • Case study: Customer classification with the help of different classification methods
  • Model evaluation (Gain Charts) and comparison of different models (error classification, hit rate)
  • Storage and export of classification and scoring-results
  • Re-utilization of the analysis in subsequent projects

 

Prerequisites:  This course is ideal for those just beginning to use professional Data-Mining-Workbench IBM SPSS Modeler. Basic knowledge of statistics and data processing are an added advantage.

Data Mining with IBM SPSS Modeler for Beginners

Compact knowledge. Safe application.

Dates

Schedules: Dates upon request

Course duration: 2 days (09:30-16:00)

Venue: Wiesbaden (How To Get There)

Course charges: € 890 (per person, plus 19% VAT)

Agenda

  • Overview of data mining with IBM SPSS Modeler
  • Set-up of IBM SPSS Modeler
  • Typical question in data mining
  • Introduction to the Standard CRISP-DM-process
  • Data import
  • Sharing of structured, ODBC-enabled data sources
  • Importing of text files
  • Retrieval of proprietary data formats (IBM SPSS Statistics, SAS)
  • Options for processing
  • Possibilities of selecting, setting up and merging data sets (joining, attaching, sorting, balancing)
  • Data validation, data exploration and automatic checking of data quality
  • Derivation, re-calculation of variables or replacement of variables
  • Re-coding, classification and dichotomization
  • Visualization (diagrams), model formation and evaluation
  • Model formation: overview of the available methods and suggestions on the areas of applicability
  • Case study: Customer classification with the help of different classification methods
  • Model evaluation (Gain Charts) and comparison of different models (error classification, hit rate)
  • Storage and export of classification and scoring-results
  • Re-utilization of the analysis in subsequent projects

Your benefits

  • Practical compact knowledge of the method
  • Practical exercises on sample data sets and/or one's own data
  • Learning in small groups in an open atmosphere
  • Sufficient time for dealing with individual questions

We provide you with

Training computer installed with current software; all necessary course documents; full board during the training, incl. drinks, (delicious coffee and tea; drinking water), the best selection of candy as well as a rich lunch.

Do you still have questions?

We shall be glad to assist you further!

Tel.: +49 (0)611 531 500 91

E-Mail: training@masem.de

 

Time table for this and all other training sessions can be found in the training calendar

Data Mining with IBM SPSS Modeler for Beginners

Tailor made for your team.

We shall be glad to undertake the carrying out of this course directly at your company premises.

masem training has for a couple of years now been specialising in statistics-related training. Our tutors are IBM SPSS-certified professionals among others, and have experience in both the conduct of in-house seminars and in the project-related coaching in all core areas of statistical methods. All contents of the inhouse seminars are customized to individual needs and delivered to specific target groups. Intensive support makes it possible for the participants to implement their knowledge within the shortest time.

We attach importance to sustainable knowledge transfer and we assist our customers as reliable partners in challenging areas of statistics.

Inhouse seminars are feasible starting with 2 interested people.

Dates

Seminar duration (recommended): 2 days

Seminar charges: € 1'150 (per day, plus 19% VAT)

Lending charges for training notebook (on request): € 35 (per day, per training computer)

Agenda

  • Overview of data mining with IBM SPSS Modeler
  • Set-up of IBM SPSS Modeler
  • Typical question in data mining
  • Introduction to the Standard CRISP-DM-process
  • Data import
  • Sharing of structured, ODBC-enabled data sources
  • Importing of text files
  • Retrieval of proprietary data formats (IBM SPSS Statistics, SAS)
  • Options for processing
  • Possibilities of selecting, setting up and merging data sets (joining, attaching, sorting, balancing)
  • Data validation, data exploration and automatic checking of data quality
  • Derivation, re-calculation of variables or replacement of variables
  • Re-coding, classification and dichotomization
  • Visualization (diagrams), model formation and evaluation
  • Model formation: overview of the available methods and suggestions on the areas of applicability
  • Case study: Customer classification with the help of different classification methods
  • Model evaluation (Gain Charts) and comparison of different models (error classification, hit rate)
  • Storage and export of classification and scoring-results
  • Re-utilization of the analysis in subsequent projects

Your advantages at a glance

  • No transport costs
  • Flexible times (even afternoons/if need be even weekends are possible)
  • Individually tailored contents
  • Work on one’s own data
  • Follow-up support

Are you interested in an inhouse seminar?

We shall be glad to extend a personal offer to you.

Call us on: Tel. +49 (0)611 531 500 91

Data Mining with IBM SPSS Modeler for Beginners

We shall make you fit.

Deal with this topic intensively!

We shall be glad to assist you further and we shall develop a coaching program specifically tailored to your needs. A well-founded overview, refresher training or special consultation - we shall make you fit in the shortest time possible.

You will discuss your objectives, demands as well as the scope of the coaching with an experienced tutor. Personal or long-distance coaching (by Telephone, E-Mail, Skype) can be arranged.

  • Individual concept
  • Flexible knowledge transfer
  • Transparent billing

 

The coaching can be carried out by a junior or senior tutor , and in so doing we attach importance to total transparency – only services which were booked by the customer are billed.

We shall be glad to be of help to you!

Our contact details:

Tel.: +49 (0)611 98 895 61

E-Mail: training@masem.de