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Quick Facts

Medium Of InstructionsMode Of LearningMode Of Delivery
EnglishSelf StudyVideo and Text Based

Course Overview

Inferential Statistics certification is a 5 weeks online course that belongs to the specialization of Statistics with R. This programme is course number 2 of 5 whose main focus is inferential statistics. The course belongs to a beginner level which only has a time requirement of 17 hours spread over the 5 weeks duration. Not only an end certificate is provided but also the study time can be reset at whatever time suits the candidates, 

Inferential Statistics training does help perform hypothesis testing, report the analysis of results by interpreting p-values, so that whatever is reported can be interpreted easily for the public or even the clients. Participants can learn to use the data examples that will help to report the estimates related to quantities that can express the uncertainty of interests. The participants can also learn the installation of R and RStudio software that is for the project in the final week of this course.

The Highlights

  • 5 weeks programme
  • 100% online course
  • 16 hours of classes
  • Learning by self
  • Beginner course level
  • 10 subtitles available
  • Certificate by Coursera

Programme Offerings

  • Online Course
  • Shareable Certificate
  • Flexible Deadlines
  • Graded Assignments
  • English Course
  • 10 Subtitles Available
  • Lectures
  • videos
  • Readings
  • Practice Exercises
  • Unlimited Course Access

Courses and Certificate Fees

Certificate AvailabilityCertificate Providing Authority
yesCoursera

The Inferential Statistics certification fee is a subscription-based one where the initial 7 days in the course can be freely accessed whereas for the later time period every month around Rs. 4,018has to be duly paid to Coursera for as long as the course does not get over.

Inferential Statistics Fee Structure

Course name

Fee in INR

Audit mode Free

Inferential Statistics (1 month)

Rs. 4,018 

Inferential Statistics (3 months)
Rs. 8,037
Inferential Statistics (6 months)
Rs. 12,056

Eligibility Criteria

Educational Qualification

Certification Qualifying Details

  • For the Inferential Statistics certification by Coursera participants just need to complete off the course including videos to reading, and then to practice exercises.

What you will learn

Statistical skillsR Programming

The candidates of the Inferential Statistics certification course will learn introductory practical tools that are required for making a performance of data analysis so that the fundamental concepts can be necessarily interpreted. The report which comes caters to both categorical and numerical data.


Admission Details

The inferential Statistics admission process is as follows:

Step 1: Visit the official website: https://www.coursera.org/learn/inferential-statistics-intro.

Step 2: Clicking the button ‘Join for free’ that can be found on the homepage of the website is the next step.

Step 3: Next by giving a valid email id, and name, candidates can start their account on Coursera.

Step 4: Based on whether candidates have deposited the fee the admission is given.

Application Details

The application form is not there on Coursera, but in place of that form, candidates need to use their details like email id’s, first names, and suitable passwords to join Coursera for free.

The Syllabus

Readings
  • About Statistics with R Specialization
  • More about Inferential Statistics

Videos
  • Introduction
  • Sampling Variability and CLT
  • CLT (for the mean) examples
  • Confidence Interval (for a mean)
  • Accuracy vs. Precision
  • Required Sample Size for ME
  • CI (for the mean) examples
Readings
  • Lesson Learning Objectives
  • Lesson Learning Objectives
  • Week 1 Suggested Readings and Practice Exercises
  • About Lab Choices
  • Week 1 Lab Instructions (RStudio)
  • Week 1 Lab Instructions (RStudio Cloud)
Practice Exercises
  • Week 1 Practice Quiz
  • Week 1 Quiz
  • Week 1 Lab3

Videos
  • Another Introduction to Inference
  • Hypothesis Testing (for a mean)
  • HT (for the mean) examples
  • Inference for Other Estimators
  • Decision Errors
  • Significance vs. Confidence Level
  • Statistical vs. Practical Significance
Readings
  • Lesson Learning Objectives
  • Lesson Learning Objectives
  • Week 2 Suggested Readings and Practice Exercises
  • Week 2 Lab Instructions (RStudio)
  • Week 2 Lab Instructions (RStudio Cloud)
Practice Exercises
  • Week 2 Practice Quiz
  • Week 2 Quiz
  • Week 2 Lab

Videos
  • Introduction
  • t-distribution
  • Inference for a mean
  • Inference for comparing two independent means
  • Inference for comparing two paired means
  • Power
  • Comparing more than two means
  • ANOVA
  • Conditions for ANOVA
  • Multiple comparisons
  • Bootstrapping
Readings
  • Lesson Learning Objectives
  • Lesson Learning Objectives
  • Week 3 Suggested Readings and Practice Exercises
  • Week 3 Lab Instructions (RStudio)
  • Week 3 Lab Instructions (RStudio Cloud)
Practice Exercise
  • Week 3 Practice Quiz
  • Week 3 Quiz
  • Week 3 Lab3

Videos
  • Introduction
  • Sampling Variability and CLT for Proportions
  • Confidence Interval for a Proportion
  • Hypothesis Test for a Proportion
  • Estimating the Difference Between Two Proportions
  • Hypothesis Test for Comparing Two Proportions
  • Small Sample Proportions
  • Examples
  • Comparing Two Small Sample Proportions
  • Chi-Square GOF Test
  • The Chi-Square Independence Test
Readings
  • Lesson Learning Objectives
  • Lesson Learning Objectives
  • Week 4 Suggested Readings and Practice Exercises
  • Week 4 Lab Instructions (RStudio)
  • Week 4 Lab Instructions (RStudio Cloud)
Practice Exercises
  • Week 4 Practice Quiz
  • Week 4 Quiz
  • Week 4 Lab

Instructors

Duke University, Durham Frequently Asked Questions (FAQ's)

1: Is it always necessary to pay the fee to obtain a certificate for the Inferential Statistics programme?

The certificate will be issued unless the fee amount is disbursed from the participant’s end,

2: Can students opt for not getting any emails from Coursera behalf?

To stop receiving unnecessary email notifications, the candidates will have the option of changing their email settings on Coursera.

3: Is it possible to pause the Inferential Statistics certification course subscription?

Pausing the subscription is not possible since only full cancellation is provided by Coursera.

4: Can the candidates seek admission to the single course on Coursera?

Enrolling in a single course will automatically give the participants admitted to the complete Specialization.

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