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data science Certification Training Course in Hyderabad institute near me
Data Science
SPSS
IBM SPSS training and jobsupport at Futurepoint in
FuturePoint
Faculty
Manohar
Duration
30 Classes
Class
1 Hrs 45 Mins
Next Batch Start Date
- - - - - -
Fee
- - - - - -
Training Type
Online
FuturePoint
FuturePoint
Ameerpet, Hyderabad

IBM SPSS training and jobsupport at Futurepoint


IBM SPSS training and jobsupport at Futurepoint Course Details:

Course Content for SPSS

 

Course Objective

 

Managers play an important role in organizational decision making. To be effective in this role, Managers need to be enabled to conceive and execute business research using theoretical inputs on research methodology if the research is manageable at their level. Knowledge of SPSS is all the more important for interacting with Consultants should their help be needed for the organization. It is also necessary to enable managers on software like SPSS to facilitate statistical analysis of data to support the research. With this capability, managers would be able to handle many routine business research problems at their levels. This course aims at equipping you on these.

Session Plan

 

S.No

Topic

Detailed Syllabus

 

1

Introduction to SPSS

Meaning & definition of Research – Relevance and significance of Research in business, Types of Research – Research problems – Features of a Good Research Study

 

2

Data Transforms

Transforms variable, Filter, Select Cases, Merge files

 

 

Data Preparation

Data Coding, Data Cleaning, Identification Outlier, Handling Missing Values (all using SPSS)

 

3

Introduction to SPSS

SPSS Basics

 

4

Probability

Random Generations & Distributions

 

5

Correlation

Types and Scatter Diagram

 

6

Regression

Simple, Multiple regression

 

7

Types of  ANOVA

Applications of one-way ANOVA & two-way as an analysis tool for complex experimental designs

 

8

Sampling Theory

Types of Sampling

 

9

Multivariate Regression

 Logistic, Poisson, Negative Binomial

 

10,11

 

Discriminant Analysis – Basics, Rotation Methods involved in DA.

12

Cluster Analysis

Cluster Analysis Basics and real life Examples

 

13

Multivariate Analysis

Manova , Canonical correlation Analysis,

 Mancova,

 

14

Survival Analysis

Types of Non parametric test in Survival and Cox proportional Hazard Rate Model

 

15

Time series

Forecasting

 

16

Factor Analysis

Factor Analysis – Basics with real life examples 

 

17

Document Preparation

Based on Reports preparation of Documentation

 

18

Backup Classes

Doubts clarification for all Session

 

 

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