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
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.
The Data Analysis Using SPSS training approach employs hands-on learning, which imparts the skills required for specific job roles.
The Data Analysis Using SPSS course provides up to 4 months of internship while working on real work projects, which adds expertise and verifiable work references in the resident country.
The Data Analysis Using SPSS course assists participants in securing a job through the development of a professional profile and job prospecting.
Graduate Research Assistant • Nigeria
M.Sc. in Synthetic Chemistry; B.Sc. in Chemistry; OND in Electrical/Electronics.
Ezra Manuel is a data enthusiast with a diverse background, holding an M.Sc. in Synthetic Chemistry, a B.Sc. in Chemistry, and an OND in Electrical/Electronics. His journey from research in chemistry to data science has made him proficient in Python, SQL, PowerBI, Excel, Microsoft PowerApps, KNIME Analytics, and SPSS. As a Graduate Research Assistant at Elizade University, he pushes the boundaries of data science, and previously as a Remote Data Science Facilitator at Piston & Fusion, he honed his ability to make complex concepts accessible. Passionate about helping businesses leverage data for informed decisions, Ezra teaches students to use data analysis tools to solve real-world problems, combining his research experience with practical skills to empower learners and professionals.
Data Scientist • Nigeria
M.Sc. in Data Science Management; AWS Certified Solutions Architect (in view); AWS Data Engineer Associate (in view).
Christian Ozoemene is a Data Scientist at Piston & Fusion Business Academy with an M.Sc. in Data Science Management, specializing in Data Analytics, Machine Learning, and AI. He is dedicated to staying at the forefront of the field, pursuing industry-recognized certifications like AWS Certified Solutions Architect and AWS Data Engineer Associate. With proficiency in tools like Python, SQL, Excel, and Power BI, Christian empowers students to confidently tackle data challenges. His real-world experience, including work on credit scoring projects at mdoc, enriches his lessons, bridging theory with practical application. Christian is passionate about nurturing the next generation of data-driven leaders, equipping them with the skills to transform data into actionable business strategies.
IT Manager • Nigeria
Master of Business Administration (MBA);
Nosakhare Obaseki is a seasoned professional with an MBA and expertise in business intelligence, IT support, and cybersecurity. As the IT Manager at Divcon Engineering, he drives digital transformation and enhances operational efficiency by leveraging business intelligence tools, enabling data-driven decisions. Nosakhare excels in IT support, cybersecurity, and ISO 9001 implementation, and is proficient in technical skills like SQL, Excel, PowerBI, and cloud platforms. With a proven track record of successful projects, including the SPDC Manpower Project and NIBSS mCash Storm, he is recognized as a visionary leader in the IT industry, committed to driving innovation and business success.
Trainer • Nigeria
Master's degree in Animal Science; Tableau Desktop Specialist certification.
Olatayo Faleye is a data-driven leader with a Master's degree in Animal Science and a Tableau Desktop Specialist certification, specializing in data analysis and management for the healthcare and social impact sectors. He is skilled in using tools like Power BI, Tableau, SPSS, R, and SQL to extract, analyze, and visualize data for critical insights. With expertise in Monitoring & Evaluation (M&E), policy development, and strategy, Olatayo has contributed to international projects with organizations such as CDC, USAID, Pfizer/Duke University, and UNDP. His work in digitalizing data collection systems has enabled real-time analysis through dashboards, and he is passionate about empowering others by teaching data analysis to drive positive change.
Trainer at Piston and Fusion Business Academy • Nigeria
B.Sc. in Microbiology; certifications in Data Analysis, Financial Analysis, and Financial Modelling (DAFM)
Olawande Akinmola is a Business Intelligence Analyst and facilitator skilled in transforming data into actionable insights. With a B.Sc. in Microbiology and certifications in Data and Financial Analysis, she specializes in SQL, Tableau, and Power BI. With three years of experience, she helps businesses make data-driven decisions through clear, strategic insights. As a facilitator at Piston and Fusion, she empowers professionals with data literacy, making complex information accessible and impactful.
26th May – 30th May, 2025
As of Thu Mar 27 2025
Mon – Fri
8:30am – 4pm
5 days
Contact Us
26th May – 30th May, 2025
As of Thu Mar 27 2025
Mon – Fri
8:30am – 3:30pm
5 days
Contact Us
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.
Virtual Only
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Virtual Only
3 Months
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CV & LinkedIn Profile Development
Exam Application (Only for Certification courses)
Classroom & Virtual
Print & PDF
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Teabreak & Lunch
Souvenir
Notepad & Pen
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Classroom & Virtual
Print & PDF
Print & PDF
3 Months
Tea Break & Lunch
Souvenir
Notepad & Pen
CV & LinkedIn Profile Development
Exam Application (Only for Certification courses)
This programme is designed for executives tasked with igniting innovation within their organisations, or who seek to create innovative solutions to a major challenge.
Are you a corporate client looking to upskill your team?
To register multiple employees for our courses, please fill out this form to request a proposal.
We’ll provide you with a detailed quote, outlining the costs and benefits of your chosen courses. Once approved, we’ll generate an invoice for payment.
Let’s elevate your team's skills together!
https://www.pistonandfusion.org/enrol-now?type=corporate&course=data-analysis-using-spssWe help you decide if this course is a good match for your career. We can also help you plan and develop a career path.
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.