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Data Analysis Tools
Coursera
Course
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Data Analysis Tools

Wesleyan University

Develop and test hypotheses using various statistical tests, learning strategies to select the appropriate one for your specific data and question.

Unknown4 weeksEnglish47,530 enrolled

About this Course

In this course, you will develop and test hypotheses about your data. You will learn a variety of statistical tests, as well as strategies to know how to apply the appropriate one to your specific data and question. Using your choice of two powerful statistical software packages (SAS or Python), you will explore ANOVA, Chi-Square, and Pearson correlation analysis. This course will guide you through basic statistical principles to give you the tools to answer questions you have developed. Throughout the course, you will share your progress with others to gain valuable feedback and provide insight to other learners about their work

What You'll Learn

  • Develop and test hypotheses about data
  • Apply various statistical tests accurately
  • Select appropriate statistical tests for specific data
  • Use SAS or Python for data analysis
  • Perform ANOVA and Chi-Square tests
  • Conduct Pearson correlation analysis

Prerequisites

  • Basic computer and internet skills
  • Ability to read course instructions in English and complete brief exercises

Instructors

J

Jen Rose

Research Professor

L

Lisa Dierker

Professor

Topics

Data Analysis
Data Science
Correlation Analysis
Quantitative Research
Statistical Methods
Statistical Hypothesis Testing
Statistical Inference
Analytical Skills
SAS (Software)
Data Management

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

تحليل البيانات
علوم البيانات
تحليل الارتباط
البحث الكمي
الطرق الإحصائية
اختبار الفرضيات الإحصائية
الاستدلال الإحصائي
المهارات التحليلية
SAS (Software)
Data Management

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