EDUCBA

Apply Advanced SPSS Data Analytics & Modeling Specialization

EDUCBA

Apply Advanced SPSS Data Analytics & Modeling Specialization

Advanced SPSS Analytics And Modeling. Develop job-ready SPSS skills for statistical modeling and data-driven decisions.

EDUCBA

Instructor: EDUCBA

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Get in-depth knowledge of a subject
Beginner level

Recommended experience

4 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
Beginner level

Recommended experience

4 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Apply descriptive, regression, and predictive modeling techniques using SPSS and SPSS Modeler.

  • Interpret statistical outputs and validate analytical models using visual diagnostics and hypothesis testing.

  • Design end-to-end analytical workflows that transform raw data into actionable insights.

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Taught in English
Recently updated!

March 2026

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Specialization - 6 course series

What you'll learn

  • Analyze complex datasets and interpret advanced statistical outputs using SPSS

  • Build and evaluate regression models to understand relationships and make predictions.

  • Translate statistical results into actionable insights for business and healthcare decisions.

Skills you'll gain

Category: Descriptive Analytics
Category: Statistical Modeling
Category: Statistical Analysis
Category: SPSS (Software)
Category: SPSS
Category: Probability & Statistics
Category: Data Preprocessing
Category: Logistic Regression
Category: Exploratory Data Analysis
Category: Data Storytelling
Category: Statistical Visualization
Category: Predictive Modeling
Category: Data Visualization Software
Category: Correlation Analysis
Category: Scatter Plots
Category: Regression Analysis
Category: Data Analysis

What you'll learn

  • Navigate the SPSS 2024 interface and manage datasets using menus and dialog boxes.

  • Perform basic statistical analysis, data transformations, and visualizations in SPSS.

  • Use built-in SPSS tools and help features to support everyday data analysis tasks.

Skills you'll gain

Category: Data Manipulation
Category: Exploratory Data Analysis
Category: Descriptive Statistics
Category: Data Analysis
Category: End User Training and Support
Category: SPSS (Software)
Category: Data Visualization Software
Category: Data Import/Export
Category: Graphing
Category: Statistical Analysis

What you'll learn

  • Analyze real-world datasets in SPSS and interpret statistical outputs with accuracy and confidence.

  • Apply correlation, hypothesis testing, and regression techniques to evaluate relationships among variables.

  • Communicate data-driven insights using integrated workflows for analysis, visualization, and validation.

Skills you'll gain

Category: Statistical Reporting
Category: Descriptive Statistics
Category: Statistical Inference
Category: Statistical Methods
Category: Advanced Analytics
Category: SPSS (Software)
Category: Data Analysis
Category: Data-Driven Decision-Making
Category: Data Visualization
Category: Correlation Analysis
Category: Regression Analysis
Category: Statistical Analysis
Category: Exploratory Data Analysis

What you'll learn

  • Navigate the SPSS graphical user interface and manage datasets using core menus and tools.

  • Perform data preparation, basic statistical analysis, and visualization through a menu-driven workflow.

  • Use SPSS help and diagnostic tools to troubleshoot issues and work efficiently with data.

Skills you'll gain

Category: Statistical Analysis
Category: Technical Support
Category: SPSS (Software)
Category: Data Import/Export
Category: Data Manipulation
Category: Data Visualization
Category: Statistical Software
Category: Data Analysis
Category: Data Transformation

What you'll learn

  • Design end-to-end analytical workflows in SPSS Modeler using stream-based, visual analytics.

  • Prepare, transform, and model data using statistical and machine learning techniques.

  • Interpret, validate, and communicate analytical results to support real-world business decisions.

Skills you'll gain

Category: Data Quality
Category: Regression Analysis
Category: Data Analysis
Category: Data Visualization Software
Category: Data Presentation
Category: Artificial Neural Networks
Category: Dashboard
Category: Statistical Modeling
Category: SPSS
Category: Data Preprocessing
Category: Business Analytics
Category: Data Transformation
Category: Workflow Management
Category: Statistical Analysis
Category: Analytics
Category: Predictive Modeling

What you'll learn

  • Apply simple and multiple regression techniques in SPSS to analyze financial and market datasets.

  • Interpret regression outputs and evaluate model validity using statistical measures and visual diagnostics.

  • Translate regression results into clear, actionable insights for finance and business decision-making.

Skills you'll gain

Category: Statistical Analysis
Category: Data-Driven Decision-Making
Category: Financial Modeling
Category: Statistical Visualization
Category: Exploratory Data Analysis
Category: Statistical Modeling
Category: Data Analysis
Category: Statistical Reporting
Category: Analytics
Category: Regression Analysis
Category: Scatter Plots
Category: SPSS (Software)
Category: Market Data
Category: Technical Communication

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Instructor

EDUCBA
EDUCBA
1,021 Courses 226,101 learners

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EDUCBA

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