Data Science

# Statistics Foundations

Statistics is used to process complex problems in the real world so that Data Scientists and Analysts can look for meaningful trends and changes. This course helps you learn about some statistical analyzing tools and its accurate application. Key concepts include problems on probability distributions, statistical significance, hypothesis testing, and regression. Furthermore, machine learning requires understanding Bayesian thinking. This also covers concepst of advanced statistics such as One way ANOVA and two way ANOVA.

Verified Certificate

Guided Projects

9 hrs content from Top instructors

5+ Assignments & Quizzes

Discussion Support

₹ 8,000

### Target Job Roles

• The course helps you in gearing yourselves for the below-mentioned job roles which are in high demand and pay a good salary
• Data Scientist
• Data Analyst
• Data Engineer

### Projects

Learn practical skills by working on real-world projects. As part of this course, you will be working on the below mentioned projects

### Certificate

Earn a Verified Certificate from Great Learning Academy, which is highly regarded and valued by corporates. Make your CV & LinkedIn profile stand out from the rest.

Module 1

## Introduction and Probability distributions

6 hrs

• Introduction to Statistics
• What and why statistics used for
• Tools in statistics
• Applications of measures of central tendency
• Case study - Health Insurance
• Inferential statistics - Introduction
• Probalility distributions
• Normal Distribution
• Problems on Probablility
• Central limit theorem and confidence Interval
• Bayes' theorem

Module 2

## Hypothesis Testing and ANOVA

3 hrs

• Hypothesis Testing
• Examples on tests
• Hypothesis testing Hands - on
• ANOVA - Introduction
• One way ANOVA
• Two way ANOVA

### For how long can I access these courses?

You can access all these courses for 1 year.

### Is it 100% online learning and self-paced?

It is a 100% online learning course that you can learn at your own pace through our website and mobile app.

### On what basis are the certificates rolled out?

The certificates are rolled out as and when you complete the mandatory course content and submit the project with a satisfactory grade.