Analytics in SPSS: from beginner to confident user

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Analytics in SPSS: from beginner to confident user

About Course

The course very gradually, from simple to complex, immerses professionals from non-technical sciences (management, business, humanities, linguists, psychologists, sociologists, cultural scientists, economists, political strategists, etc.) in the exciting analysis of data and the search for hidden patterns and methods of predictive analytics – and will help you easily navigate, use and not be afraid.

The course is also suitable for engineering professionals who have not studied data analysis, but want to understand it – without unclear formulas and cumbersome calculations.

The course is based on the most modern materials demonstrating the possibilities of using the SPSS program in various fields (marketing and sociological research, personnel research, opinion polls, development of psychodiagnostic tools and tests, analysis and forecasting, etc.)

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What Will You Learn?

  • Loading and importing data from different sources
  • Transforming and cleaning data, preparing the array for analysis
  • Descriptive statistics: mean, mode, median, quartiles, etc.
  • Predictive analytics
  • Finding differences between groups
  • Identifying hidden relationships between variables
  • Classification tasks (will not give credit, buy will not buy goods, etc.), construction of neural networks
  • Time series analysis, search for patterns and forecasting
  • Syntax Basics
  • Other SPSS Features

Course Content

Introduction

  • Author’s word
  • Just came to inquire for fun?
  • Warning before the course
  • How will we learn

Not about spss: basic non-technical concepts

Introduction to spss

Basics for a quick start

Preparing data for analysis: loading, cleaning and transformation

Descriptive Statistics

Analytical statistics: what is it?

Analytical statistics: differences between groups

A special case of group comparison: one-sample comparison tests

Analytical statistics: relationships between variables

Analytical statistics: object classification

Analytical Statistics: Basics of Time Series Forecasting

Syntax Basics: Introducing the Internal Spss Language

A brief overview of the individual capabilities of spss and its “relatives””

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