SPSS Essentials: Beginner to Advanced Analytics

سرفصل های دوره

SPSS Made Easy: A Beginner's Guide to Data Analysis

1 - Introduction to SPSS

1 - All-practice-File.rar

1 - Overview of SPSS its purpose and installation

2 - All-practice-File.rar

2 - Navigating the SPSS interface Data Editor Variable View and Output Viewer

2 - SPSS-Essentials-Beginners-to-Advanced-Analytics.pdf

2 - Data Input and Management

3 - Data Input Methods

4 - Understanding Data Types and Defining Variables in Variable View

5 - Data Cleaning Techniques

5 - data-cleaning-practice-file.zip

3 - Data Exploration and Descriptive Statistics

6 - Normality Test in SPSS

6 - normality-test.zip

7 - Calculating and interpreting descriptive statistics

8 - Data manipulation in SPSS

9 - Introduction to visualization techniques

4 - Hypothesis Testing

10 - Introduction to hypothesis testing and types of tests

11 - Onesample ttests

11 - one-sample-t-test.zip

12 - Paired Ttest

12 - pared-sample-t-test.zip

13 - ChiSquare Test

13 - chi-square-test.zip

5 - Analysis of Variance ANOVA

14 - One way ANOVA

14 - one-way-anova-test.zip

15 - Two Way ANOVA

15 - two-way-anova-2.zip

6 - Regression Analysis

16 - Simple linear regression

16 - simple-regrassion-analysis.zip

17 - Multiple regression and model building

17 - multiple-regrassion-analysis.zip

7 - Advanced Data Analysis Techniques

18 - Factor analysis

18 - factor-analyze.zip

19 - Cluster analysis for grouping data

19 - cluster-analyze.zip

20 - Survival analysis for timetoevent data

20 - alcohol-relapse-data-from-luke-homan-1998-articlera.zip

8 - SPSS Syntax and Automation

21 - Introduction to SPSS syntax

22 - Writing and executing basic syntax commands

23 - Creating and saving custom procedures with syntax

23 - chi-aquare-test-syntax.zip

9 - Reporting and Interpretation

24 - Data Visualization with graphs in SPSS

25 - Interpreting and formatting SPSS output

26 - SPSS results transfer in MS word

10 - Used of Ai in SPSS Data Analysis

27 - AI techniques in combination with SPSS

28 - Chat GPT and Google bard for helping hand

29 - Hands on Practice on Chat GPT and Google

11 - Final with Quiz

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تولید کننده: Udemy