-
US$50
-
Duration: 1 Month
-
Delivery mode: Flexible as per the student
-
Group size: 11 - 20
-
Instruction language:
English
-
Certificate provided:
Yes
This comprehensive course introduces the fundamentals of data analysis using SPSS, a powerful statistical software package widely used in various fields. You will gain hands-on experience in data manipulation, descriptive statistics, hypothesis testing, and multivariate analysis. The course covers both theoretical concepts and practical applications, enabling you to confidently analyze and interpret data to make informed decisions.
Course Objectives:
Upon completion of this course, you will be able to:
1. Import, clean, and manage data using SPSS.
2. Perform descriptive statistical analysis to summarize and understand the data patterns.
3. Conduct hypothesis tests to examine relationships between variables.
4. Apply ANOVA and t-tests to compare means between groups.
5. Utilize chi-square tests to analyze categorical data.
6. Perform regression analysis to predict outcomes and identify causal relationships.
7. Employ factor analysis to identify underlying patterns in complex data sets.
8. Understand the principles of multivariate analysis and its applications.
Target Audience:
This course is designed for individuals seeking to develop data analysis skills using SPSS, including:
i. Business professionals involved in data-driven decision-making.
ii. Researchers and students in various fields, including social sciences, business, and healthcare.
iii. Individuals seeking to enhance their data analysis skills for career advancement
Course Prerequisites:
Basic knowledge of statistics and research methodology is recommended.
Software Requirements:
SPSS software is required for this course.
Course Outline:
Module 1: Introduction to SPSS and Data Management
Module 2: Descriptive Statistics
Module 3: Hypothesis Testing
Module 4: ANOVA and t-tests
Module 5: Chi-square Tests
Module 6: Regression Analysis
Module 7: Factor Analysis
Module 8: Multivariate Analysis Applications
Assessment:
Your understanding of the course material will be assessed through a combination of assignments, quizzes, and a final project.
Course Benefits:
a. Gain hands-on experience in data analysis using SPSS.
b. Develop essential data analysis skills for various fields.
c. Learn to interpret and communicate statistical results effectively.
d. Enhance your ability to make data-driven decisions.
e. Increase your career prospects in data-related fields.
By the end of this course, you will be able to confidently analyze and interpret data using SPSS, making you a valuable asset in any data-driven environment.