This comprehensive course is designed to equip participants with the essential skills and knowledge needed to conduct data analysis using IBM SPSS Statistics software. Participants will learn how to perform a wide range of statistical analyses, interpret results, and effectively communicate findings using SPSS. Through hands-on exercises, practical examples, and real-world applications, participants will gain proficiency in data manipulation, descriptive statistics, hypothesis testing, regression analysis, and more. By the end of the course, participants will be able to confidently utilize SPSS to analyze data and make informed decisions in various professional contexts.
Introduction to Data Analysis and SPSS
Data Preparation and Management
Descriptive Statistics and Data Visualization
Hypothesis Testing and Statistical Inference
Correlation and Regression Analysis
Predictive Modeling and Forecasting
Factor Analysis and Dimension Reduction
ANOVA and Experimental Design
Cluster Analysis and Segmentation
Real-World Applications and Case Studies
Introduction to Data Analysis and SPSS
Overview of data analysis process
Introduction to IBM SPSS Statistics software
Navigating the SPSS interface and environment
Data Preparation and Management
Importing data into SPSS
Data cleaning and manipulation techniques
Variable transformation and recoding
Descriptive Statistics and Data Visualization
Calculating descriptive statistics: measures of central tendency, dispersion, and distribution
Creating charts and graphs in SPSS
Exploring relationships between variables visually
Hypothesis Testing and Statistical Inference
Understanding principles of hypothesis testing
Performing t-tests, chi-square tests, and ANOVA in SPSS
Interpreting results and making inferences
Correlation and Regression Analysis
Analysing relationships between variables using correlation analysis
Performing linear and multiple regression analysis in SPSS
Assessing model fit and interpreting regression results
Predictive Modeling and Forecasting
Introduction to predictive modelling techniques
Performing logistic regression and decision tree analysis in SPSS
Forecasting future trends using time series analysis
Factor Analysis and Dimension Reduction
Understanding factor analysis and principal component analysis (PCA)
Performing factor analysis in SPSS
Reducing dimensionality and identifying latent variables
ANOVA and Experimental Design
Understanding analysis of variance (ANOVA)
Performing one-way and two-way ANOVA in SPSS
Exploring experimental design concepts
Cluster Analysis and Segmentation
Understanding cluster analysis techniques
Performing hierarchical and k-means clustering in SPSS
Segmenting data into distinct groups or clusters
Real-World Applications and Case Studies
Applying SPSS to real-world data analysis problems and scenarios
Analysing case studies and practical examples
Workshop: Conducting a complete data analysis project using SPSS
Participants enrolling for this programme will be required to have basic computing skills. Participants who meet the programme requirement should pay the course fee and complete the enrollment form 2 weeks before the programme kick off date.
Requirements:
Prospective applicants who do not meet the programme requirement but want to join the programme should talk to a Career Advisor.
6th Oct – 10th Oct, 2025
Mon – Fri
8:30am – 4pm
5 days
Contact Us
Yes, we may be able to reschedule your course. Please contact our customer support team for more information and to discuss your specific request.
Upon successful completion of the course, you will receive a certificate showing that you completed the course.
Piston and Fusion offer the Course as Classroom in Lagos and Virtual Online Class in other states in Nigeria. See dates and fees for classroom and virtual online class.
₦150,000
₦180,000
₦230,000
₦260,000
Virtual Only
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₦150,000
₦180,000
₦230,000
₦260,000
Virtual Only
3 Months
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CV & LinkedIn Profile Development
Exam Application (Only for Certification courses)
₦150,000
₦180,000
₦230,000
₦260,000
Classroom & Virtual
Print & PDF
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Teabreak & Lunch
Souvenir
Notepad & Pen
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₦150,000
₦180,000
₦230,000
₦260,000
Classroom & Virtual
Print & PDF
Print & PDF
3 Months
Tea Break & Lunch
Souvenir
Notepad & Pen
CV & LinkedIn Profile Development
Exam Application (Only for Certification courses)
Piston & Fusion Business Academy empowers individuals and businesses to achieve their professional goals through a variety of innovative courses, programs, and career services.
This programme is designed for executives tasked with igniting innovation within their organisations, or who seek to create innovative solutions to a major challenge.
We help you decide if this course is a good match for your career. We can also help you plan and develop a career path.
