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delivery
Classroom & Virtual
duration
5 days
enrolled students
9,999
overview
Course Overview
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.
Learning Outcomes
- Perform a wide range of statistical analyses using SPSS.
- Interpret statistical results and effectively communicate findings.
- Clean and manipulate data for analysis.
- Conduct hypothesis testing and regression analysis.
- Use data analysis techniques to make informed decisions.
Curriculum
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
who attends
Right For You
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:
- Professionals who want to learn how to analyze data using SPSS, a powerful statistical software.
- Managers, analysts, and decision-makers who need to analyze data to inform their strategies, improve operations, or identify trends.
- Individuals with basic computer skills and a desire to gain insights from data.
- IT professionals who work with data and want to gain a deeper understanding of data analysis techniques using SPSS.
Prospective applicants who do not meet the programme requirement but want to join the programme should talk to a Career Advisor.
Key Program Features
Training
The Data Analysis Using SPSS training approach employs hands-on learning, which imparts the skills required for specific job roles.
Internship & Projects
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.
Career Development
The Data Analysis Using SPSS course assists participants in securing a job through the development of a professional profile and job prospecting.
teaching team
Meet Your Facilitator(s)
course schedule
The Schedule For This Course
Classroom
Weekdays
Dates:
26th May – 30th May, 2025
Days:
Mon – Fri
Time:
8:30am – 4pm
Duration:
5 days
Weekends
Contact Us
Virtual
Weekdays
Dates:
26th May – 30th May, 2025
Days:
Mon – Fri
Time:
8:30am – 3:30pm
Duration:
5 days
Weekends
Contact Us
fees
What It Will Cost
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.
STD
₦150,000
STD +
₦180,000
PRO
₦230,000
PRO +
₦260,000
Standard
₦150,000
Virtual Only
Course Materials
Certificate
Manual, Cases & Templates
Mentorship
-
Refreshment
-
Perks
-
-
Additional Services
-
-
STD
₦150,000
STD +
₦180,000
PRO
₦230,000
PRO +
₦260,000
Standard Plus
₦180,000
Virtual Only
Course Materials
Certificate
Manual, Cases & Templates
Mentorship
3 Months
Refreshment
-
Perks
-
-
Additional Services
CV & LinkedIn Profile Development
Exam Application (Only for Certification courses)
STD
₦150,000
STD +
₦180,000
PRO
₦230,000
PRO +
₦260,000
Professional
₦230,000
Classroom & Virtual
Course Materials
Print & PDF
Certificate
Manual, Cases & Templates
Mentorship
-
Refreshment
Teabreak & Lunch
Perks
Souvenir
Notepad & Pen
Additional Services
-
-
STD
₦150,000
STD +
₦180,000
PRO
₦230,000
PRO +
₦260,000
Professional Plus
₦260,000
Classroom & Virtual
Course Materials
Print & PDF
Certificate
Manual, Cases & Templates
Print & PDF
Mentorship
3 Months
Refreshment
Tea Break & Lunch
Perks
Souvenir
Notepad & Pen
Additional Services
CV & LinkedIn Profile Development
Exam Application (Only for Certification courses)
FAQs
Frequently Asked Questions
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.
