SPSS From Scratch to Advanced Training Course
Overview
This course aims to equip learners with ability of independently carrying out in-depth data analysis with professional confidence and accuracy. It will specifically help those looking to derive business insights, understand consumer behavior, develop objective plans for new ventures, brand study, or write a scholarly articles in high impact journals and develop high quality thesis/project work.
A good knowledge of quantitative data analysis is a sine qua none for progress in academic and corporate world. Keeping this in mind this course has been designed in such way that students, researchers, teachers and corporate professionals who want to equip themselves with sound skills of data analysis and wish to progress with this skill can learn it in in-depth and interesting manner using IBM SPSS Statistics.
What you'll learn
- Analyse any type of numerical data using SPSS with confidence
- Independently plan your research study and Data Analysis from scratch.
- Understand the research design and results presented in high quality journal articles
- Do data analysis accurately and present the results in APA format.
- Data Entry and Data Cleaning in SPSS
- Data Organization Using SPSS
- Data Transformation Using SPSS
- Sample as well as Population Level Descriptive Analysis Using SPSS
- Analysis of Group Differences Using t-Test and ANOVA
- Linear and Multiple Regression Analysis in SPSS
- Hierarchical and Advanced Regression Analysis in SPSS
- Logistic Regression
- Exploratory Factor Analysis (EFA)
- Chi-Square and Measures of Association
- Reliability Analysis and Scale Validation Using SPSS
- Graphical Representation and Advanced Data Visualization Using SPSS
- Moderation and Mediation Analysis Using PROCESS Macro in SPSS
- General Linear Modelling Vs. Generalized Linear Modelling in SPSS
- Repeated Measure ANOVA
- Correlational Analysis in SPSS
- Analysis of Associations in SPSS
- Analysis of Covariance (ANCOVA)
- Multivariate Analysis of Variance (MANOVA)
- SPSS Programming Using Python
- Ratio Statistics in SPSS
- TURF Analysis in SPSS
- Survival Analysis
- Meta Analysis
Who this course is for:
- PhD students and researchers looking to master SPSS skills and publish in high impact journals
- Professionals looking for a career in analytics in corporate sector
- Faculty members looking to master SPSS and advance their data analysis skills
Course Outline
- Introduction
- Dataset & Resources
- Conceptual Foundation of Statistics
- Data Entry: Learning to Enter Data in SPSS
- Working with Various File Types in SPSS
- Data Transformation in SPSS: RECODE and Other Transformation Functions
- Descriptive Statistics using SPSS
- Advanced Descriptive Statistics in SPSS
- Independent Sample t-test: Comparing Two Independent Group Means
- Paired Sample t-test: Comparing Differences between Two Correlated Group Means
- One-Way ANOVA: Comparing Differences between More than Two Groups
- Linear Regression: Cause and Effect Analysis of One IV on One DV
- Multiple Regression: Causal Effect of Many IVs on One DV
- Hierarchical Regression Analysis
- Exploratory Factor Analysis
- Chi-Square Test
- Reliability Analysis
- Graphical Presentation & Data Visualization in SPSS
- Logistic Regression
- Moderation and Mediation Analysis using PROCESS Macro
- General Linear Modelling (GLM) & Generalized Linear Modelling (GLIM)
- One-Way Repeated Measure ANOVA
- Correlations
- Measures of Association
- Bug Fixing in SPSS
- ANCOVA: One-Way Analysis of Covariance
- MANOVA (Multivariate Analysis of Variance)
- Python for SPSS Users
- Ratio Statistics in SPSS
- TURF Analysis in SPSS
- Advanced data Visualization in SPSS
- Survival Analysis
- Meta Analysis
- Assignments
Requirements
- The course is built from scratch so no prior knowledge of SPSS or Statistics is required. We cover all the required details in the course both theory and practical part.
- The learners must have a copy of SPSS software to practise the steps taught in this course.
Need help picking the right course?
SPSS From Scratch to Advanced Training Course - Enquiry
Testimonials (4)
Deepthi was super attuned to my needs, she could tell when to add layers of complexity and when to hold back and take a more structured approach. Deepthi truly worked at my pace and ensured I was able to use the new functions /tools myself by first showing then letting me recreate the items myself which really helped embed the training. I could not be happier with the results of this training and with the level of expertise of Deepthi!
Deepthi - Invest Northern Ireland
Course - IBM Cognos Analytics
Share example of application
Course - Alteryx for Data Analysis
Very clearly articulated and explained
Harshit Arora - PwC South East Asia Consulting
Course - Alteryx for Developers
Linear regression - the algorithm to predict the trend
Vincent Ko - UBS
Course - Data Preparation with Alteryx
Upcoming Courses
Related Courses
Advanced Data Integration and Visualization with Looker Studio
14 HoursThis instructor-led, live training in Kuwait (online or onsite) is aimed at intermediate-level participants who wish to master advanced data integration and visualization techniques in Looker Studio, and learn how to connect diverse data sources, design compelling dashboards, and automate reporting workflows to drive better business decisions.
By the end of this training, participants will be able to:
- Connect and integrate multiple data sources into Looker Studio.
- Create custom metrics and calculated fields for tailored analysis.
- Design advanced visualizations, including interactive filters and charts.
- Automate reporting workflows for real-time data updates.
- Apply best practices for visual storytelling and report customization.
Alteryx Advanced
14 HoursThis instructor-led, live training in Kuwait (online or onsite) is aimed at data scientists and data analysts who wish to learn how to use each tool in the developer tool palette in Alteryx Designer.
By the end of this training, participants will be able to:
- Learn to use and configure all the tools in the developer tab.
- Design efficient workflows in Alteryx using the dynamic, validation, and testing tools.
- Learn how to use API tools to download and parse web data.
- Use Alteryx scripting tools, including Python and R.
Alteryx for Data Analysis
7 HoursThis instructor-led, live training in Kuwait (online or onsite) is aimed at data analysts who wish to use Alteryx for data processing and data visualization.
By the end of this training, participants will be able to:
- Leverage Alteryx to improve business intelligence and business analytics.
- Perform ETL operations with zero code.
- Visualize data with a data analytical suite, such as Excel.
Alteryx for Developers
14 HoursThis instructor-led, live training in Kuwait (online or onsite) is aimed at data scientists who wish to use Alteryx for data analysis.
By the end of this training, participants will be able to:
- Prepare data in Alteryx to later visualize in Power BI or Excel.
- Create and Perform ETL operations with little to no code.
- Embed custom R code inside Alteryx.
Cognos 11
14 HoursThis instructor-led, live training in Kuwait (online or onsite) is aimed at intermediate-level data analysts who wish to understand the theoretical aspects of Cognos 11 and also learn how to use it effectively.
By the end of this training, participants will be able to:
- Understand the differences and enhancements in Cognos 11 compared to Cognos 10.
- Utilize the improved data module and data management features for more efficient data handling.
- Implement best practices for a smooth transition and optimal use of Cognos 11.
Cognos Analytics for Finance: Certification Preparation
28 HoursThis instructor-led, live training in Kuwait (online or onsite) is aimed at beginner-level to advanced-level consultants and finance professionals who wish to prepare for the Cognos Analytics certification and gain expertise in financial data analysis, including modules for accounts payable, treasury, and expenses.
By the end of this training, participants will be able to:
- Navigate and utilize the Cognos Analytics interface efficiently.
- Develop and customize financial reports and dashboards.
- Manage data models and optimize queries.
- Prepare for the Cognos Analytics certification exam.
Data Preparation with Alteryx
7 HoursThis instructor-led, live training in Kuwait (online or onsite) is aimed at data scientists who wish to use Alteryx to prepare data for visualization and analysis.
By the end of this training, participants will be able to:
- Preapre data with Alteryx to visualize later.
- Perform ETL operations with zero code.
- Leverage Alteryx to improve business intelligence and business analytics.
Excel and Google Sheets
14 HoursThis instructor-led, live training in Kuwait (online or onsite) is aimed at beginner-level to intermediate-level professionals who wish to enhance their productivity and efficiency by leveraging the advanced features of Excel and Google Sheets for data organization, analysis, and collaboration.
By the end of this training, participants will be able to:
- Navigate and utilize the core features of Excel and Google Sheets.
- Perform data analysis and create actionable insights using advanced spreadsheet techniques.
- Collaborate in real-time using Google Sheets for seamless teamwork.
- Create reusable templates for reporting, tracking, and project management.
Google Sheets for Excel Users
14 HoursThis instructor-led, live training in Kuwait (online or onsite) is aimed at data analysts who wish to use Google Sheets for data analysis.
By the end of this training, participants will be able to:
- Build spreadsheets with Google Sheets.
- Use formulas that work both in Google Sheets and Excel.
- Format and analyze any data.
- Create data visualizations with charts and graphs.
IBM Cognos Analytics
14 HoursThis instructor-led, live training in Kuwait (online or onsite) is aimed at business analysts who wish to use IBM Cognos for data analysis and reporting.
By the end of this training, participants will be able to:
- Analyze and share insights about data.
- Visualize business performance.
- Use AI-assisted preparation to cleanse and combine data sources.
- Uncover hidden patterns in data with IBM Cognos Analytics built in AI features.
Getting Started with Looker Studio
14 HoursThis instructor-led, live training in Kuwait (online or onsite) is aimed at beginner-level to intermediate-level participants who wish to build foundational skills for data visualization and reporting using Looker Studio, and learn how to connect data sources, visualize information effectively, and gain actionable insights.
By the end of this training, participants will be able to:
- Understand the core features of Looker Studio and its use cases.
- Set up Looker Studio and connect to various data sources.
- Create engaging dashboards with charts, graphs, and filters.
- Customize reports for specific audiences and business needs.
- Collaborate on and share dashboards effectively.
Business Intelligence and Data Analysis with Metabase
14 HoursThis instructor-led, live training in Kuwait (online or onsite) is aimed at data analysts and data scientists who wish to use Metabase to collect, query, and visualize data for business intelligence analysis and reporting.
By the end of this training, participants will be able to:
- Set up and install Metabase to start building data visualizations and dashboards.
- Learn how to query, aggregate, and visualize data in Metabase.
- Use the features and tools in Metabase to write SQL queries.
- Build analytics charts and dashboards to get business insights.
- Know the best practices and tips on using Metabase and resolving common issues.
QlikView for Business Users
7 HoursIn this instructor-led, live training in Kuwait (online or onsite), participants will learn how to use QlikView to support decision making in their organization.
By the end of this training, participants will be able to:
- Install and configure QlikView.
- Analyze and display data using QliKView.
- Use data discoveries from QlikView to support decision making.
QlikView for Developers
14 HoursIn this instructor-led, live training in Kuwait (online or onsite), participants will learn how to start developing with QlikView.
By the end of this training, participants will be able to:
- Install and configure QlikView.
- Transform data from various sources through QlikView scripting.
- Build data models with QlikView.
Data Analysis with Redash
14 HoursThis instructor-led, live training in Kuwait (online or onsite) is aimed at data scientists and developers who wish to use Redash to run SQL-based queries and visualize data from multiple sources.
By the end of this training, participants will be able to:
- Set up and install Redash to start creating data visualizations and dashboards.
- Connect Redash to different data sources such as Postgres, MongoDB, Databricks, etc.
- Learn how to query and combine complex data from multiple database sources.
- Write and execute SQL queries and build collaborative data visualizations and dashboards.
- Use Redash's API endpoints to enable integrations with other web applications.