DATA ANALYSIS USING SPSS ;

Course Details

DATA ANALYSIS USING SPSS

Instructor Name

Jassen Japheth Gaddiun

ICT COURSES

Reviews

5 (1 Rating)

Course Requirements

Basic computer literacy and familiarity with using a computer.
Basic understanding of mathematics and statistics is helpful but not mandatory.
Access to a computer with IBM SPSS Statistics installed.
Willingness to participate in practical data analysis exercises, assignments, and assessments.
Basic understanding of data collection and research methods is an advantage.
No prior professional experience in SPSS or data analysis is required.

Course Description

Data Analysis Using SPSS introduces learners to the use of IBM SPSS Statistics for organizing, processing, analyzing, interpreting, and presenting quantitative data. The course provides practical skills for working with datasets and applying statistical techniques to support research, business decisions, and evidence-based conclusions.

Learners will explore data entry and management, variable definition, data cleaning, descriptive statistics, frequency analysis, cross-tabulation, correlation, regression, hypothesis testing, and graphical presentation of results. The course emphasizes practical application and interpretation of statistical outputs generated by SPSS.

Course Outcomes

By the end of this course, learners should be able to:

Explain the fundamental concepts and principles of quantitative data analysis.
Navigate the IBM SPSS Statistics interface and work with datasets.
Create, define, code, and manage variables in SPSS.
Import, enter, organize, and clean data for statistical analysis.
Generate frequency tables, descriptive statistics, and summary measures.
Create appropriate charts and graphs to present and visualize data.
Perform and interpret cross-tabulation and other basic analytical procedures.
Apply correlation techniques to examine relationships between variables.
Conduct basic regression analysis and interpret the results.
Perform appropriate hypothesis tests and interpret statistical outputs.
Present and communicate SPSS analysis results clearly and accurately.
Apply SPSS data analysis techniques to support research, business decisions, and evidence-based problem-solving.

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Course Curriculum

1 Course Overview

1 Hour30 Min

DATA ANALYSIS USING SPSS

1 FOUNDATIONS OF DATA ANALYSIS AND SPSS

1 Hour30 Min

FOUNDATIONS OF DATA ANALYSIS AND SPSS

1 SPSS INTERFACE, VARIABLE DEFINITION AND DATA ENTRY

1 Hour30 Min

SPSS INTERFACE, VARIABLE DEFINITION AND DATA ENTRY

1 DATA IMPORT, CLEANING, SCREENING AND MANAGEMENT

1 Hour30 Min

DATA IMPORT, CLEANING, SCREENING AND MANAGEMENT

1 DESCRIPTIVE STATISTICS, FREQUENCIES AND DATA VISUALIZATION

1 Hour30 Min

DESCRIPTIVE STATISTICS, FREQUENCIES AND DATA VISUALIZATION

1 CROSS-TABULATION, CORRELATION AND RELATIONSHIPS

1 Hour30 Min

CROSS-TABULATION, CORRELATION AND RELATIONSHIPS

1 REGRESSION ANALYSIS AND PREDICTION

1 Hour30 Min

REGRESSION ANALYSIS AND PREDICTION

1 HYPOTHESIS TESTING AND INTERPRETING SPSS OUTPUT

1 Hour30 Min

HYPOTHESIS TESTING AND INTERPRETING SPSS OUTPUT

1 REPORTING, PRESENTING AND APPLYING SPSS RESULTS

1 Hour30 Min

REPORTING, PRESENTING AND APPLYING SPSS RESULTS

1 FINAL COURSE REVIEW

1 Hour30 Min

FINAL COURSE REVIEW

1 PRACTICAL ACTIVITIES

1 Hour30 Min

PRACTICAL ACTIVITIES

Instructor

Jassen Japheth Gaddiun

Senior Lecturer | Technopreneur | IT Consultant | Technology Strategist | Digital Transformation Specialist | Software & Web Solutions Expert | Data & AI Enthusiast | Cybersecurity Advocate

Senior Lecturer

5 Rating

1 Reviews

25 Students

16 Courses

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This course includes:

Duration N/A
Skill Level Professional Diploma
Lectures 11 lessons
Enrolled 1 students
Certificate of Completion
Full lifetime access

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