- Estimate the effect of a treatment.
- Estimate population parameters from sample statistics using confidence intervals.
Beginner
Online
2 Months
Free
Quick facts
particular | details | |
---|---|---|
Medium of instructions
English
|
Mode of learning
Self study
|
Mode of Delivery
Video and Text Based
|
Course overview
The Intro to Inferential Statistics online course is free of cost programme which is brought to the students by Udacity. The course is a beginner level programme and introduces the students to all the basic concepts of inferential statistics. Candidates who enrol on the course will be able to pursue this programme in online mode.
The Intro to Inferential Statistics syllabus includes seven chapters along with various exercises and interactive quizzes and students will be able to complete the entire curriculum in the time period of two months. The course is a self-paced programme and can be pursued without any time limitations according to the schedule of the participants. Students can access the Intro to Inferential Statistics Course at any time depending upon their requirements.
The highlights
- Online course
- Free of cost course
- 2 months course
- Designed for beginner level students
- Self-paced learning
- Offered by the website of Udacity
Program offerings
- Rich content
- Quizzes
- Interactive videos
- Exercises
Course and certificate fees
Type of course
Intro to Inferential Statistics fee structure
Heads | Amount |
Course fee | Free |
certificate availability
Eligibility criteria
Education
Participants who want to pursue the Intro to Inferential Statistics online course must have a basic understanding of descriptive statistics that includes concepts such as mean, probability distributions, central limit theorem, normal distributions, probability, and sampling distributions.
What you will learn
At the end of the Intro to Inferential Statistics training, students will be able to gain the following insights-
- Candidates will be able to learn how to estimate parameters by using sample Statistics.
- Participants will learn about the confidence intervals and the method of hypothesis testing.
- Students will gain valuable insights into correlation in the Intro to Inferential Statistics programme.
- Students will learn about the chi-squared test in the syllabus.
- Candidates will learn about the t-tests and ANOVA to find the difference between groups.
- Students will be able to identify the effect of a treatment in Intro to Inferential Statistics.
- Participants will be able to understand the concepts of changes between various variables.
Who it is for
The Intro to Inferential Statistics by Udacity would be suitable for the following students-
- Participants who want to apply for a job or internship in the relevant industry.
- Participants who want to apply for a higher-level course in the same specialization.
Admission details
Candidates can get admitted into the Intro to Inferential Statistics by following the given steps-
Step 1- Applicants must register through the mentioned link- Intro to Inferential Statistics | Udacity Free Courses
Step 2- Applicants must click on the option named Start Free Course.
Step 3- Applicants will have to sign up or sign in to the Udacity account.
Step 4- After the sign-up/in process, students can access the course.
The syllabus
Lesson 1- Estimation
Lesson 2- Hypothesis testing
How to determine if a treatment has changed the value of a population parameter.
Lesson 3- t-tests
- Compare the difference in means for the two groups when there are small sample sizes.
- How to test the effect of a treatment.
Lesson 4- ANOVA
- Learn how to test whether or not there are differences between three or more groups.
Lesson 5- Correlation
Learn how to describe and test the strength of a relationship between two variables.
Lesson 6- Regression
- How changes in one variable are related to changes in a second variable.
Lesson 7- Chi-squared tests
Learn how to compare and test frequencies for categorical data.
How it helps
The programme includes various Intro to Inferential Statistics benefits. Students who want to give their careers a start can do so after the completion of the online course. Students will be able to get a weightage in their profile through the programme. In case an already employed individual wants to take up the Intro to Inferential Statistics course, he or she can do so as it will be an add-on to their skills and knowledge. Participants can also apply for a higher level of training after completing this course.
Instructors
Mr Ronald Rogers
Instructor
Freelancer
Ms Katie Kormanik
Instructor
Freelancer
Mr Sean Laraway
Instructor
Freelancer
FAQs
Students have to sign up or sign in to get into the course.
Since it is a free programme, students are lucky enough to not pay any fee.
No, students will not get any certification for the Intro to Inferential Statistics training.
Students will be able to complete the course in a minimum of 2 months.
The course includes a total of seven modules in the curriculum.
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