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Learn how to use SPSS for data management. Enroll today to learn from an SPSS expert.
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25 Hrs.Live Project
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200+
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Corporate Served- 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:
- Upon SPSS online training completion, you will be qualified enough in the SPSS field to bag handsome salary packages.
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.
- 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:
- 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.
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 marketsandmarkets.com, 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 indeed.com.
- 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.
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CURRICULUM & PROJECTS
SPSS Training Program
- Introduction to SPSS
- Input and Data Cleaning
- Data Import [Excel File]
- Data Import [Text Data / CSV Data]
- Scales
- Data Manipulation
- Visualisation in SPSS
- Descriptive analysis of data
- What is Significance
- Statistical Tests
- Correlation
- Regression
- Sampling
- Tables
- Multivariate Analysis [Factor Analysis]
- Multivariate Analysis [Cluster Analysis]
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- Data Analysis with SPSS: General Aspects, Workflow, Critical Issues
- SPSS: General Description, Functions, Menus, Commands
- SPSS File Management
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- Defining Variables
- Manual Input of Data
- Automated Input of Data and File Import
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- 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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- 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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- Nominal Ordinal Interval Ratio
- What Techniques Apply to which Type of Data
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- Data Transformation
- Output Management
- Re-Coding
- If..Else Stmt
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- 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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- Frequencies
- Descriptives
- Explore
- Crosstabs
- Charts
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- Statistical Tests for significance: Chi Square, t test, z test F test
- Test of Normality
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- Means
- T-test
- One-way ANOVA
- Non parametric tests
- Normality tests
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- 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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- 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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- Basic Frequencies
- Descriptive Stats
- Custom Tables for Reports and Slides.
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- 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
- Anti-Image
- Explaining the Total Variance
- Communalities
- Eigen-Values
- Scree Plot
- Rotated Component Matrix
- Component Transformation Matrix
- Factor Naming
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- 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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