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Advanced Statistics for Machine Learning 

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Advanced Statistics for Machine Learning
 at 
Great Learning 
Overview

Duration

6 hours

Start from

Start Now

Total fee

Free

Mode of learning

Online

Difficulty level

Intermediate

Official Website

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Credential

Certificate

Advanced Statistics for Machine Learning
 at 
Great Learning 
Highlights

  • Earn a certificate of completion
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Advanced Statistics for Machine Learning
 at 
Great Learning 
Course details

What are the course deliverables?
  • Advanced Statistics
  • Hypothesis testing
  • Type-I and Type-II error
More about this course
  • 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
  • Statistics is used to process complex problems in the real world so that Data Scientists and Analysts can look for meaningful trends and changes

Advanced Statistics for Machine Learning
 at 
Great Learning 
Curriculum

Foundations of statistics

Concept of standard error and probability

Rules of probability

Normal distribution

Hands-on exercise on normality distribution

Building confidence interval and sample size problem

Null and alternate hypothesis

Type I and type II error

Concept of P-value

Hypothesis formulation exercises

T-test application- One sample problem and solution

Advanced Statistics for Machine Learning
 at 
Great Learning 
Admission Process

    Important Dates

    Nov 30, 2024
    Course Commencement Date

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    Advanced Statistics for Machine Learning
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