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
Statistical Learning course is devoted to polishing the participant's skills in data science and statistical modeling. It is an introductory level course. It is mostly practice-based and equipped with both traditional and new methods of data analysis and statistics. Here, the course emphasis is on classification methods and regression. This Statistical Learning certification doesn’t rely on advanced and complex mathematical formulas. Introduction to all modern elements of data analysis is given. The techniques on how to use R is also shown in the Statistical Learning training.
The practical implications of this program are one of the main statistical learning benefits. The Statistical Learning training is structured to meet the requirements of the professionals from this field. For computing, the course uses R. There are Quizzes in the prescribed Statistical Learning certification syllabus. The quizzes will be graded and hold value to earn the certificate. There is a provision to gain a 90 % discounted offer through edX’s financial assistance scheme.
On successful completion, the learners will gain the certificate for the Statistical Learning certification. The certificate can be shared in CV or resume and it can also be uploaded on Linkedin. This certificate is verified by Stanford University’s StanfordOnline institution. There are two pathways in which enrolling in this course of edX is possible. One is the verified track, and the other is the audit mode. During the audit mode, the candidates shall have limited time access to the course, but access becomes unlimited during the verified track.
The Highlights
- Self-paced online program
- 90% financial aid
- Verified by StanfordOnline
- Shareable certificate
- Duration 11 weeks
- 3-5 hours per week
- Discussion forum
- Video lectures
Programme Offerings
- discussion forum
- Lecture slides
- R sessions
- R resources
Courses and Certificate Fees
| Fees Informations | Certificate Availability | Certificate Providing Authority |
|---|---|---|
| INR 12266 | yes | Stanford |
The candidates who wish to enroll in this course can check and properly go through Statistical Learning by edX fee details given below:
- The Statistical Learning fees for registration are not required to be paid by the students.
- The course can be accessed with the verified certificate through the verified track. The payment in the verified track will be ₹12,266
Statistical Learning fees
Fee category | Amount in Rs. |
Registration fee | Free |
Certification | ₹12,266 |
Eligibility Criteria
Education
The learners who apply for the program will be expected to have had first courses in linear algebra, computing, and statistics.
Certification qualifying details
The learners who enrolled through the verified track are eligible for the course certificate. The learners will have to go through all the course materials and quizzes. Those who score 50% or more on the quiz will be eligible to pass the course and get the certificate.
What you will learn
Statistical Learning by edX is devoted to enriching the knowledge of data science and its applications to its learners. Following are the detailed learning outcomes who are interested to know more about the Statistical Learning course-
- The learners will be introduced properly to the meaning of statistical learning.
- The Quizzes are structured in the course to evaluate how much the learners are able to grasp the lessons.
- The Statistical Learning training structure introduces the various classification methods of data and statistical analysis.
- The emphasis will be on using different methods such as Tree-based methods, Re-sampling.
- The learners will get the idea of how to use computing in R during the Statistical Learning certification syllabus
- The regularization, model-selection will also be discussed with the learners.
- The learners will learn to move their analysis beyond linearity.
- Some unsupervised learning methods will also be discussed here. The learners will gain experience in its principal components and clustering.
- The support of vector machines will also be taught to the aspiring learners for Statistical Learning online courses.
Who it is for
Statistical Learning course is very useful for growing one’s knowledge of data and statistical analysis. Following are the criteria, who can benefit from this Statistical Learning online course-
- The learners who are interested in knowing more about the statistical implication in real-life.
- The learners who wish to know about computing in R.
Admission Details
The procedure of getting admission in Statistical Learning certification course is simple and it is in these guided steps-
Step 1: The learners should first click on this URL in their web browser- https://www.edx.org/course/statistical-learning
Step 2: To go through the course, the learners will have to register with their email id, Microsoft, Apple, Google, or Facebook account.
Step 3: Then comes the “sign-in” button. The participants can sign in to view the course page.
Step 4: There is the top left-hand side of the page will be the “Enrol” button. The participants can proceed after that.
Step 5: After enrolling, the participants will have to choose their preferred track. There will be two tracks. One verified and the other audit.
Step 6: The audit track offers a free course but without any certificate. The verified track offers the course with a certificate.
Step 7: After clicking on the preferred way of pursuing the course, the participants will then be admitted to Statistical Learning training and they can start learning.
The Syllabus
Instructors
Stanford Frequently Asked Questions (FAQ's)
For asking questions, the learners can go to the Connect section present at the bottom of the program page. There click on the “Contact us” option. It will direct you to the page where you can ask your questions in the course.
The learners can access R and RStudio for free. Here are the links- http://cran.us.r-project.org/ for R and http://www.rstudio.com/ for RStudio. It is easily installable.
The certificate issue dates vary with the Statistical Learning course type. Since it is self-paced, the participants can hope to get the certificate immediately after passing the session
The discussion forum in Statistical Learning certification benefits is used for better discussion on the given topics. The learners can discuss certain points and interact better with one’s batchmates.
The learners who enrolled through a verified track can expect to get a refund. But the learners will have to unenroll before or within 14 days of enrolling.
The participants of the Statistical Learning course don’t need to buy a textbook. A free online pdf of An introduction to statistical learning, with applications in R by James, Witten, Hastie, and Tibshirani (Springer, 2013) is available from the book website.
Springer has allowed permission for downloading the free pdf, so the participants need not worry about copyright issues. But the distribution of the printed pdf file is prohibited.
The Statistical Learning by edX video transcript is in the English language. Since English is the most globally recognized language, it will be accessible to many parts of the world.
The participants can check their Statistical Learning course progress in the edX dashboard. There, they will have to go to the Progress page mostly present in the top portion of the course page.
The individuals who wish to give donations to edX can check the bottom of the course page. There is the “Connect” section in which the ‘Donate’ option is listed below. Kindly, go through it and give your donations.
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