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Advanced Statistics for Machine Learning

4.49

Intermediate

9.0 Hrs

10.9K+

Ratings

Level

Learning hours

Learners

Skills you’ll Learn

Advanced Statistics

Hypothesis testing

Type-I and Type-II error

About this course

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 their accurate application. Key concepts include probability distributions, statistical significance, hypothesis testing, and regression. Furthermore, machine learning requires understanding Bayesian thinking. To understand from Scratch, you can also enroll in free statistics for Machine Learning course where you will also get a certificate of completion. Check out our PG Course in Machine learning Today.

Course Outline

Foundations of statistics

Concept of standard error and probability

Rules of probability

Normal distribution

This section explains normal distribution for continuous functions and the association between mean, median, and mode in a normal distribution with solved examples and also discusses its properties and practical applications. You will also understand density function and standard distribution with solved example problems.

Hands-on exercise on normality distribution

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Frequently Asked Questions

Will I receive a certificate upon completing this free course?

Is this course free?

Will I get a certificate after completing this Advanced Statistics for Machine Learning free course?

Yes, you will get a certificate of completion for Advanced Statistics for Machine Learning after completing all the modules and cracking the assessment. The assessment tests your knowledge of the subject and badges your skills.

How much does this Advanced Statistics for Machine Learning course cost?

It is an entirely free course from Great Learning Academy. Anyone interested in learning the basics of Advanced Statistics for Machine Learning can get started with this course.

Is there any limit on how many times I can take this free course?

Once you enroll in the Advanced Statistics for Machine Learning course, you have lifetime access to it. So, you can log in anytime and learn it for free online.