Statistical Analysis and Modeling with SPSS

Partner: Udemy
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Description: Welcome to the course "Statistical Analysis and Modeling with SPSS." In this comprehensive program, you will embark on a journey to master statistical analysis techniques and predictive modeling using two powerful tools: SPSS (Statistical Package for the Social Sciences). Whether you're a beginner or an experienced data analyst, this course will equip you with the knowledge and skills needed to conduct robust statistical analyses, build predictive models, and derive meaningful insights from your data.Throughout this course, you will learn how to import, clean, and explore datasets, perform correlation analyses, conduct linear and multiple regression modeling, delve into logistic regression for binary outcomes, and explore multinomial regression for categorical outcomes. Hands-on exercises and real-world examples will reinforce your understanding and enable you to apply these techniques to diverse datasets.By the end of this course, you will have a deep understanding of statistical analysis concepts, proficiency in using SPSS for data analysis, and the ability to leverage statistical models to make informed decisions in various domains. Whether you're in academia, business, or research, the skills acquired in this course will empower you to extract valuable insights from data and drive meaningful outcomes.Section 1: Importing DatasetThis section initiates with the fundamental task of importing datasets in various formats such as text, CSV, xlsx, and xls. It provides insights into user operating concepts, software menus, and statistical measures like mean and standard deviation. Practical implementation using SPSS further solidifies understanding.Section 2: Correlation TechniquesHere, learners delve into correlation theory, exploring concepts through implementations and practical demonstrations. Various correlation techniques are elucidated, including basic correlation theory, data editor functions, and statistical analysis through scatt
Category: Development > Data Science > Predictive Analytics
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Price: 99.99
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Source: Impact
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