04
The Power of Statistics
04
The Power of Statistics
Uncover how data professionals utilize statistics to analyze data, gain key insights, and communicate findings effectively. This course explores descriptive and inferential statistics, probability, sampling, confidence intervals, hypothesis testing, and Python for statistical analysis. Google employees provide hands-on activities, sharing real-world examples to enhance your data analytics skills for your career. This is the fourth course in the Google Advanced Data Analytics Certificate, a series designed to prepare you for an advanced data analytics role.
课程信息
目标
By the end of this course, you will:
- Describe the use of statistics in data science
- Use descriptive statistics to summarize and explore data
- Calculate probability using basic rules
- Model data with probability distributions
- Describe the applications of different sampling methods
- Calculate sampling distributions
- Construct and interpret confidence intervals
- Conduct hypothesis tests
前提条件
Prior knowledge of foundational analytical principles, skills, and tools.
受众
Advanced
支持的语言
English