Get updates on Eligibility, Admission, Placements Fees Structure
Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery | Frequency Of Classes |
|---|---|---|---|
| English | Virtual Classroom | Video Based | Weekdays |
Course Overview
Designed after careful industry analysis, the Online Certification Course in Advance Data Analytics and Machine Learning using R by NIELIT progresses from the basics of R to advanced studies of data analytics. It includes 40 hours of learning in four weeks of weekday classes from 1:30 PM to 3:30 PM.
The course curriculum aims at training candidates in the field to meet the demands of the technologically-driven industry. Touching upon computational statistics applications and usages, it solves real-world data science problems. For the Online Certificate Programme in Advance Data Analytics and Machine Learning using R by NIELIT, candidates need to access a system of 8GM RAM with a broadband connection. A basic understanding of the Linux command line will be beneficial.
The course also provides a combination of practice and knowledge in Data Science and its applications. Mr Sanjaav Kumar Jha instructs NIELIT’s Advance Data Analytics and Machine Learning using the R training programme. Upon satisfactory course completion, students will also earn their certificates.
The Highlights
- Online course in Deep Learning
- Industry-expert instructor
- Instructor-led online course
- E-Learning
- NIELIT training
- Updated case studies
- Career-focused learning
- Course completion certificate
- Four-week course
Programme Offerings
- Case Studies
- Career-focused learning
- completion certificate
- Online-scheduled classes
- Training
- expert instructor.
Courses and Certificate Fees
| Certificate Availability | Certificate Providing Authority |
|---|---|
| yes | National Institute of Electronics and Information Technology, Chennai |
- The programme is for INR 2,000.
- Candidates must pay the fee in a single instalment.
- They can complete the transaction via UPI payments, online transfer, or a Demand Draft.
- The account details of NIELIT Chennai are:
Account number: 31185720641
Branch: Kottur (Chennai)
IFSC Code: SBIN0001669
NIELIT’s online certification course in advanced data analytics and machine learning using R:
Course Name | Amount |
Online Certification Course in Advance Data Analytics and Machine Learning using R. | Rs. 2,000 (Inclusive of GST) |
Eligibility Criteria
Aspirants of the Online Certification Training in Advance Data Analytics and Machine Learning using R need to graduate or at least pursue graduation, with a basic knowledge of Statistics and Mathematics. Candidates who have completed or are pursuing B.E/BCA/MCA/B.Tech/B.Sc./B.A are eligible for this course. College going learners can also apply.
What you will learn
Finishing the NIELIT’s Online Certification in Advanced Data Analytics and Machine Learning using R, aspirants will be able to:-
- Implement industry-oriented Data Analytics Project
- Understand concepts of Data Analysis of R, Basic Data Sets, R Functions, and Data Mining with R
- Manipulate Data using techniques
- Understand Machine Learning using R
- Understanding Statistical Distribution using R
- Have in-depth knowledge of Linear Regression, Clustering, Hypothesis Testing, Classification, and using R for the Goodness of Fit Test
Who it is for
Admission Details
Candidates who wish to undertake NIELIT’s Advance Data Analytics and Machine Learning using R training can follow the steps mentioned below to begin:-
- Visit the institute’s website here, https://reg.nielitchennai.edu.in/. You can click here https://www.nielit.gov.in/sites/default/files/Chennai/R-prospectus.pdf to read more about the programme.
- Scroll down to the select training mode section. You can select either the online or classroom learning option. Then click on ‘Go to Registration Page’ to continue.
- Candidates must register as new students. They will have to select the programme name and enter their full name, date of birth, email ID, and caste.
- Aspirants can re-login and proceed with the online programme.
Application Details
Interested students of the Certification in Advance Data Analytics and Machine Learning using R by NIELIT need to fill up the registration form and provide supporting documents. These include stamp-size and passport photographs, qualifying degree consolidated mark sheet, self-attested ID(government-issued), and an original and self-attested copy of age proof. Students must submit all these along with the programme fees.
The Syllabus
- Data Analysis
- Process of Data Analysis
- R- Basic features
- Basic concepts of Data Mining with R
- Installing R Studio
- Methods of accessing through URL
- Data Import and Export
- Data Sets Basics: Array, Vector, Matrices, List, Factors
- Data Exploration
- Data frames and types
- Operators
- Basic constructs
- R Functions and packages
- String Handling
- Data reshaping
- Data pipelines
- Data manipulation
- Distribution Functions (Discrete and Continuous)
- Random Variable
- Deviations
- The measure of Central Tendency
- Central Limit Theorem
- Interval Estimation
- Estimation
- Correlations
- Covariance
- Proportions
- The alternative and null hypothesis
- Testing mean
- Acceptance and critical region
- P-Value
- Type 1 error
- Type 2 error
- Chi-Squared test of independence
- Classifications
- Clustering
- Linear Regression