Learn how to use SPSS for data management. Enroll today to learn from an SPSS expert.

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  • SPSS stands for Statistical package for the social sciences is a widely used window-based researching software program for Statistical Analysis in social science. It is the primary choice of research scholars and academicians for research studies due to its user-friendly learning curve and its flexibility. It doesn’t require any prior knowledge of programming. Hence, the SPSS online training in India is suitable for working professionals or fresher who are interested in data analysis. This SPSS training online is also suitable for non-engineering background individuals, IT people, executive assistants of CEO, and researchers from multiple domains.
  • The SPSS online training in India is designed to provide students an application-oriented introduction to the statistical component of IBM SPSS Statistics. Basically, the course will teach students to review various statistical techniques, guide them in using techniques to set up the analysis and interpret results. This includes a wide range of techniques so as to explore and summarize data, as well as investigate and test relationships. Learners will also gain hands-on experience in understanding the techniques and how to apply them, interpret their output, and how to graphically exhibit the results.
  • Our SPSS online training in India, helps you to conceptualize all the necessary concepts of SPSS for performing data analysis and statistics through its real-life case studies. By the end of the SPSS online training in India, you will have a thorough knowledge of data analysis and will be eligible for the SPSS certification exam.

SPSS Online Training


  • The main objective of the SPSS online training is to introduce you to the basics of statistical analysis.
    • Learn to examine individual variables and test hypotheses about them.

      Get to learn how to test the relationship between categorical variables, two group means, and more than two group means.

      Procure functional knowledge of testing the relationship between scale variables, predict a scale variable i.e. Regression.

      With our SPSS online training in India, get introduced to Bayesian statistics.

      Learn about multivariate procedures and build charts, box plots, and scatter plots. Also, get to know about inferential statistics such as t-tests and chi-squares.

      Master creating new variables and cross-tabulations.

      Get to know how to calculate descriptive statistics and standard deviations.

      Also learn all about modeling associations with correlations, contingency tables, and multiple-regression analysis and how to format and export presentations to share your data.

      Our SPSS online training in India teaches you about extending the power of SPSS with Python and R.

      Get to master all the essential concepts of SPSS for performing data analysis and statistics through hands-on exposure to industry use cases.

  • The average salary of a fresher as an SSPS expert is $83K per year and it keeps on increasing with an increase in experience and skill enhancements. But to acquire this type of salary package, one has to get well trained. However, there is some pre-requisite for this SPSS certification training course. Hence before attempting the certification course, you can first learn the pre-requisite skills and then go for SPSS so as to reap the maximum benefit from the course.
  • Some pre-requisites for SPSS online training are:
    • You should be familiar with Excel as it makes SPSS learning easy. And if not, you can always get some online tutorials and learn about them before the commencement of the course.

      Since SPSS is statistical software and data analysis is highly dependent on mathematics, students should be quite comfortable with math to understand all the concepts really well. It is advised that you might have forgotten your high school mathematics, thus you can brush it up before enrolling in the SPSS online training course.

      Though the knowledge of computer basics or any programming language is optional, still a little knowledge of it can have added advantage.

  • Upon SPSS online training completion, you will be qualified enough in the SPSS field to bag handsome salary packages.

  • SPSS platform has immense career scope in the market. There are numerous job opportunities for SPSS professionals. The best part of the SPSS domain is the pay scale which is relatively higher than any other data management operations professional.
  • You would precisely get a chance to work on real-life case studies and master all the essential skills and concepts of SPSS for performing data analysis and statistics.
  • After completing the SPSS online training in India, you will acquire valuable insights in data analysis and will be competent enough to clear the SPSS certification exam in one go.

  • SPSS is a data analysis software that was designed by IBM in 1968. It is a comprehensive and flexible statically analysis and data management tool and is used for interactive or batched statistical analysis. It can perform highly complex data manipulation and analysis with utmost ease. It’s not open-source, hence you need to purchase to use it. Moreover, seeing its benefit it’s worth buying. SPSS is available on all operating system platforms such as Windows, Linux, etc. the software size is approx. 700 MB.
  • Though with the advancement of machine learning technology, the usage of core statistics has become very limited for data analysis, a lot of companies still use SPSS. However, machine learning capability has been made available recently, and it has been quite successful in terms of data analysis. Various types of report generation options, visualization options, and report export options are available which makes it quite useful. In new releases, machine learning, text mining, open-source extensions, integration with big data, seamless deployment features have also been added.
  • Here are few key points that will prove why you should consider learning SPSS:
    • SPSS is easy to learn and use as it is quite flexible and scalable. It has an easy-to-navigate graphic user interface(GUI).

      According to, the global Advanced Analytics Market size was USD 7.04 billion in 2014 and is projected to reach USD 29.53 billion by 2019, growing at a Compound Annual Growth Rate (CAGR) of 33.2% during the forecast period.

      The average salary for a Statistician is $83,220 per year in the United States as per

  • The skills we deem most important to learn at SPSS online training course is data analysis skill and SPSS skills. Data analysis is considered the first step in business intelligence, machine learning, big data, and many other fields. Our SPSS training online course teaches you all the fundamental and highly useful data analysis skills from a very basic level. Thus, learning SPSS gives you the best return in the field of data analysis, machine learning, and artificial intelligence if thoughtfully implemented.

  • An SPSS skilled professional is quite in demand in the market. Though a substantial knowledge of SPSS after successfully completing the course can bag you a job in leading industries like IBM, Oracle, VMware, Infosys, QA InfoTech, etc.
  • Companies using SPSS are always on the lookout for great talent and certified experts. Their salary package is usually on the higher end. One such company is IBM which is basically the parent company of SPSS. IBM being a major stakeholder in the IT sector, SPSS boasts a significant portion of the market share.
  • SPSS certified professionals can work in other tools such as SAAS where the learning time is low due to many overlapping functions. After the SPSS course completion, many professionals usually get promoted to more challenging and senior roles in their organizations.

  • You must be well-acquainted in internalizing the entire app life cycle that includes concept, design, build, deploy, test, release to app stores, and support.
    • You need to work with other developers and product managers to actualize the building, test, and realizing products.

      You should be able to assemble around functionality so as to convert those data into elegant functional solutions.

      You must know how to create prototypes at the tech scoping stage of projects.

      Get a chance to work alongside the web developers to create and maintain a robust framework to support the apps.

      With SPSS online training institute in India, get to work with the front-end developers to build the interface with a focus on usability features.

      Master creating compelling device specific e user interfaces and experiences

      Also, get proficient in standardizing the platform and in some cases apps to deliver across multiple brands with minimal duplication of effort.

      Learn to optimize the efficiency of the apps with our SPSS online training program.

  • To ensure that our training has the maximum impact on learners, we provide real-world experiences. And the insights acquired from our training program helps to resolve real problems at the workplace. Continually building and sharpening knowledge and skills in the SPSS domain at SPSS certification online training will definitely put your career on an upward trajectory. Once you complete the SPSS training online course, you will obtain a training certificate which is legitimate proof of your skills and will embellish your resume.
  • So explore the most curated sets of lessons in SPSS to strengthen your core concepts and future proof your career.

Why should you learn SPSS?

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Plenary for SPSS Certification Training

Track Week Days Weekends Fast Track
Course Duration 40-45 Days 7 Weekends 8 Days
Hours 1 Hrs. Per Day 2 Hrs. Per Day 6+ Hrs. Per Day
Training Mode Classroom/Online Classroom/Online Classroom/Online
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SPSS Certification Training

  • Our Social Science Statistics Certificate provides the skills necessary to gather, analyze, and assess data for activities like making policy decisions, answering cultural questions, studying behavioral changes, and informing business decisions. This ten course program – including six required courses and four electives – cover the principal statistical concepts used to design, sample, collect, interpret, and present data as it applies to behaviors of groups of people in their environment and special situations.
  • In this program you will learn:
    • Introduction to SPSS

      Input and Data Cleaning

      Data Import [Excel File]

      Data Import [Text Data / CSV Data]


      Data Manipulation

      Visualisation in SPSS

      Descriptive analysis of data

      What is Significance

      Statistical Tests





      Multivariate Analysis [Factor Analysis]

      Multivariate Analysis [Cluster Analysis]

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  • Introduction to SPSS:
    • Data Analysis with SPSS: General Aspects, Workflow, Critical Issues

      SPSS: General Description, Functions, Menus, Commands

      SPSS File Management

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  • Input and Data Cleaning:
    • Defining Variables

      Manual Input of Data

      Automated Input of Data and File Import

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  • Data Import [Excel File]:
    • Excel Data : Initial Preparation

      Check Cell Range of Data

      Give Variable Names

      Store basic Checks Max Min Mean

      Import into SPSS

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  • Data Import [Text Data / CSV Data]:
    • In Notepad or Text Pad

      Check Total No of Rows

      How many Rows Per Case

      How Many Variables

      Import Text File

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  • Scales:
    • Nominal Ordinal Interval Ratio

      What Techniques Apply to which Type of Data

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  • Data Manipulation:
    • Data Transformation

      Output Management


      If..Else Stmt

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  • Visualisation in SPSS:
    • Basics of charting: Legacy Graphs in SPSS

      Modern Charting Techniques in SPSS

      How to Customise Charts to Better Represent different types of Data

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  • Descriptive analysis of data:
    • Frequencies





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  • What is Significance:
    • Statistical Tests for significance: Chi Square, t test, z test F test

      Test of Normality

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  • Statistical Tests:
    • Means


      One-way ANOVA

      Non parametric tests

      Normality tests

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  • Correlation
    • How To Read a Correlation Table

      Data Entry for Correlational Analysis

      Choice of a Suitable Correlation Coefficient

      Non-Parametric Correlation (Kendall’s Tau)

      Parametric Correlation (Pearson’s, Spearman’s)

      Special Correlation (Biserial, Point-Biserial)

      Partial and Distance Correlation

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  • Regression:
    • Assumptions behind Linear Regression.

      Running a Basic Linear Regression Model

      Checking for Model Fit

      Model Diagnostics

      What Steps to Take to Improve Model Fit

      Multiple Regression (Linear)

      The method of Least Squares

      Linear Modelling

      Assessing the Goodness of Fit

      Simple Regression

      Multiple Regression (sum of squares, R and R2 , hierarchical, step-wise)

      Choosing a Method Based on Your Research Objectives

      Checking the Accuracy of Regression Model

      Logistic Regression

      Reporting the Output in APA Format

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  • Basics of Sampling: Simple Random, Stratified Sampling
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  • Tables:
    • Basic Frequencies

      Descriptive Stats

      Custom Tables for Reports and Slides.

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  • Multivariate Analysis [Factor Analysis]:
    • Principal Component Analysis (PCA)

      Role of PCA in Data Analysis

      How to Choose Data for PCA

      Examining Options for Extracting Principal Components

      Interpreting PCA Output

      How are PCA Results used in Regression Modelling

      Theoretical Foundations of Factor Analysis

      Exploratory and Confirmatory Factor Analysis

      Testing Data Sufficiency for EFA & CFA

      Principal Component Analysis

      Factor Rotation

      Factor Extraction

      Factor Analysis for Test Construction

      Interpreting the SPSS output: KMO & Bartlett’s Test

      Correlation Matrix


      Explaining the Total Variance



      Scree Plot

      Rotated Component Matrix

      Component Transformation Matrix

      Factor Naming

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  • Multivariate Analysis [Cluster Analysis]:
    • Basic Concepts

      K-Means How it Works

      How to Prepare Data for Cluster Analysis

      No of Clusters: How to Make an Informed Choice

      Options for Interobject Distances and Clustering Method

      Formatting and Visualisation of Cluster Results for Presentation

      Interpreting Cluster Analysis Output

      Cluster Analysis Purpose and Uses

      Selecting Distance Measures

      K-Means Clustering and Hierarchical Clustering

      Combining the Clusters

      Working with the SPSS Output: Agglomeration Schedule

      Proximity Matrix

      Cluster Membership

      Icicle Plot and Dendograms

      Transform Values and Transform Measures

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The main reason to choose SPSS online training in India from the Croma Campus institute is so that you can grow your skills under the guidance of the corporate trainers that help you too gain the essential skills and knowledge to meet the demands of the organization with perfect solutions.

The SPSS online training in India from Croma Campus will help you to learn from the practical and theoretical formats and will and will also help you to learn from the real time-based projects that will upgrade your profile needed by the fortune organizations.

The SPSS Online Certification Course can be done with Croma campus offering various ways to learn. You can choose any service from: Instructor training, Online training, Corporate training, Self-paced training, and 1 on 1 training.

It takes around 5 to 6 months to learn the course from the SPSS online training in India. Also, it depends upon the learner. On an average this time is perfect to learn the course.

To start learning SPSS Online Training Course you can contact to: Email:

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