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IBM SPSS Modeler Training

Advertiser: Sriram Posted: Nov 9, 2018 10:09:28 AM Hits: 122

IBM SPSS Modeler Training

Ref: KKC178758
Course Content for SPSS Modeler
Course Objective

Fundamental concepts of data mining. Topics may include data preparation, data cleaning, exploratory data analysis, statistical estimation and prediction, regression modeling, multiple regression, model building, k-means clustering, and classification and regression trees.

Session Plan

S.No Topic Detailed Syllabus
1 Introduction to SPSS Modeler Describing the Modeler user-interface, working with nodes and running streams, the basic framework of data analysis in Modeler

Import, Export data and understand for analysis.
Import (export) data from databases and various formats, appending records and merging fields from multiple datasets, sampling records, data audit, handling missing data
3 Data transformations Aggregating records, field options: deriving and filling fields, using the reclassify, binning and restructure nodes, string functions
4 Data visualization charts, diagrams, map visualization
5 Modeling and evaluation Regression, Generalized linear models, Goodness of fit, Over fitting, Confounders
6 Modeling PCA, association rules
7 Clustering and Classification Supervised and unsupervised methods, hierarchical and k-means cluster analysis, logistic regression
Machine learning

Decision Trees, Random Forest
9 Entity Analytics and Social Network Analysis
Improving the coherence and consistency of data by resolving identity, transforming information about relationships to show the social behavior of individuals(groups )
10 Document Preparation Based on Reports creation Documentation
11 Backup Classes Doubts clarification for all Session

Courses Offerings
• Android
• AIX Administration
• Business Analyst
• Citrix XenApp
• Cognos 10 BI & Tm1
• Data Stage
• Dot Net
• Google Web Tool Kit
• IBM Lotus Notes (Development)
• IBM Lotus Notes Domino Server Administration
• IBM Message Broker
• IBM MQ Series
• IBM Tivoli Access Manager
• IBM Web Sphere Application Server Administration (WAS)
• IBM WAS Portal server Development
• Informatica
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• Java/J2EE
• J Query
• MicroSoft .NET Technologies (VB.NET, C#, ASP.NET)
• Microstrategy
• MicroSoft Business Intelligence
• MicroSoft Dynamics CRM
• OBIEE 11 g
• Oracle APPS – HRMS
• Oracle APPS – SCM
• Oracle APPS – Financial
• Oracle APPS – Technical
• Oracle BI Apps
• Oracle BI Publisher
• Oracle DBA 11g
• Oracle RAC
• Oracle Fusion SOA
• Oracle SQL , PL SQL
• Perl Scripting
• R language
• SAP SD , BO , FICO , BI / BW , APO
• Sales Force CRM
• SharePoint Server 2010
• Shell Scripting
• Siebel CRM , EAI, E-Scripting
• SQL Server DBA
• Springs and Hibernate
• Storage Area Network ( SAN)
• Testing Tools - QTP, QC, Load Runner, Selenium, ISTQB
• Tivoli Access Manager
• Unix Administration
• VN Ware
• Webmethods
• Webservices , SOAP ( JAVA)

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