Get updates on Eligibility, Admission, Placements Fees Structure
Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study | Video and Text Based |
Course Overview
Data Science: Linear Regression online course offered by edX is an opportunity for the candidates to get insights about data science and linear regression. It covers implementation of linear regression and adjusting for confounding in practical work while using R.
The Data Science: Linear Regression certification programme at a stretch of 8 weeks, gives its candidates exhaustive knowledge about linear regression and its applicability. The video-based, self-paced learning course is offered by Harvard University. The course is an ideal opportunity for the candidates to learn the subject through data-driven case studies for a better understanding of the subject.
The Data Science: Linear Regression classes programme is free to access for everyone. However, to get the verified certificate, the candidate must need to upgrade to the verified track. During the audit track, the candidates will be able to access the course for free but that too only for a limited period. The Data Science: Linear Regression training is instructed by Rafael Irizarry, the professor of Biostatistics, at Harvard University, to make the candidates professionally skilled and enabled for a promising future ahead.
The Highlights
- Instructed by Harvard University
- Freely accessible
- 1-2 hours of weekly efforts needed
- Self-paced preparation with limited audit track
- Introductory level course
- Official certification by edX
- Lifetime accessibility with verified track
- The course span of 8 weeks
Programme Offerings
- Self-paced learning
- Discussion Forums
- Video transcripts
- Projects
- Graded Assignments
Courses and Certificate Fees
| Fees Informations | Certificate Availability | Certificate Providing Authority |
|---|---|---|
| INR 12422 | yes | Harvard University, Cambridge |
The Data Science: Linear Regression fees is Rs. 12,422
Data Science: Linear Regression fee table
Fee details | Amount in INR |
Certification fee | Rs.12,422 |
Eligibility Criteria
Certification Qualifying Details
To acquire accreditation in the course, students need to endeavor all the evaluated tasks given all through the course and accomplish a passing evaluation in every, which would in the long run amount to their last grade. The passing evaluation can be kept an eye on the advancement page, which the competitors need to keep up for confirmation.
What you will learn
Post-completion of the course, students will learn several concepts such as -
- How straight relapse was initially evolved by Galton?
- Students will get to know what is jumbling and how to recognize it
- The most effective method to analyze the connections between factors by executing straight relapse in R will b covered in Data Science: Linear Regression Certification Syllabus
- Implementation of linear regression and how to adjust for confound variables for using R
- Understanding the relationship between two or more variables.
- When and how to apply the Linear Regression technique for removing confounding variables
- How to predict baseball runs by utilizing the Linear Regression technique
- How to spot confounders and solve them using Linear Regression with Data Science: Linear Regression online course.
Who it is for
This course is perfect for many individuals such as -
- Data Scientists and experts who wish to master their skills and techniques.
- People who want to learn about Data Science and excel in the industry.
Admission Details
The admission steps for the Data Science: Linear Regression training is as follows -
Step 1: Open the connection that is given underneath which coordinates to the edX course page and snap-on enlist. https://www.edx.org/course/data-science-linear-regression
Step 2: Candidates need to sign in to their edX record or sign up in case they haven't yet.
Step 3: Pick your fitting course track among free and verified.
Step 4: Learners who participate in the free track can get authorization for the course material immediately.
Step 5: However, understudies who participate in the verified track of the course ought to continue to checkout.
Step 6: Pick your appropriate payment method.
Step 7: Now, cautiously fill in your billing data.
Step 8: Candidates will be admitted to the verified track of Data Science: Linear Regression certification course after the segment is refined.
The Syllabus
- Welcome to Data Science: Linear Regression
- Baseball as a Motivating Example
- Correlation
- Stratification and Variance Explained
- Introduction to Linear Models
- Least Squares Estimates
- Tibbles, do, and broom
- Regression and Baseball
- Assessment: Linear Models
- Correlation is Not Causation
Instructors
Harvard University, Cambridge Frequently Asked Questions (FAQ's)
No, students need not learn any previously associated programs to learn this course as this is a beginner level course.
There aren’t any prerequisites to pursue this course. Students must have a keen interest in Linear Regression to pursue this program.
The total course length is 8 weeks. The weekly time investment needed is 1 to 2 hours per week.
The program is ideally best suited for professionals who are either data scientists, experts, or candidates who wish to advance in the field of data science.