![](https://svmit.ac.in/Upload/Media/38dcf5e0-71ea-4f1c-8ed6-4881ba0d5a34.jpeg.jpeg)
Congratulations, Prof. Hinaxi Patel, Department of CSE and IT, on securing top rank (TOP: 2%) in the “Big Data Computing “, NPTEL course. Your dedication and hard work have truly paid off, setting a remarkable example for everyone. Your achievement is inspiring and well-deserved!
![](https://svmit.ac.in/Upload/Media/8b7aa140-6262-4389-9d48-e405b434ad19.jpg.jpg)
![](data:image/png;base64,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)
About NPTEL
NPTEL (National Programme on Technology Enhanced Learning) is a joint initiative of IITs and IISc. It has been offering self-study courses across engineering, humanities and science streams for more than a decade. These are available at: https://nptel.ac.in. From March 2014 NPTEL has been offering online certification for its courses, the highlight being the certification exam through which the student gets an opportunity to earn a certificate form the IITs. These are available at: https://swayam.gov.in/NPTEL
NPTEL Local Chapter
Shri S'ad Vidya Mandal Institute of Technology (SVMIT) was inspired to establish the NPTEL Local Chapter in the college under the NPTEL Nodal Center at IIT Bombay in order to advance this initiative and encourage more students to participate. This local chapter is managed by a college faculty member who serves as the single point of contact (SPOC) for the NPTEL center at IIT Mumbai. As a 'Local Chapter of NPTEL,' SVMIT encourages you to take advantage of this initiative and appreciate E-Learning, where you can study at your convenience. This local chapter seeks to raise the level of knowledge/expertise of students and faculty to national/international standards.
NPTEL Committee Members
- Dr. Ashish Patel (SPOC & Institute Coordinator)
- Prof. Vaishali Patel (Institute Coordinator)
- Dr. H. G. Shah (Coordinator, Mechanical Engg.)
- Dr. H. S. Nankani (Coordinator, Electrical Engg.)
- Prof. Hinaxi Patel (Coordinator, CSE & IT)
- Prof. Aesha Mehata (Coordinator, Chemical Engg.)
- Prof. C. V. Kulkarni (Coordinator, Civil Engg.)
Features
- The flexibility of time, place, and topic.
- Excellent professors can reach more students all over the world.
- Slow Learners can review the videos and pause them to understand them quickly.
- Participants can acquire knowledge from professors of elite-class institutes.
- Interaction through peer review and group collaboration helps social network building.
NPTEL Online Courses
- NPTEL provides online courses with durations of four, eight, or twelve weeks via an online portal.
- Each week, you must view 3 to 6 video lectures (20 to 30 minutes in duration), complete an online Assignment quiz at your leisure, and submit it by the due date.
- To enroll in and learn from these courses, viewing video lectures and submitting assignments is free.
- After two to three weeks of beginning the course, the option to register for the final exam at Rs. 1,000 to 1,100 is available. If you have sufficient confidence, you may proceed to Exam Registration.
- Final score = 25% assignment score (online) + 75% exam score (offline). Successful candidates will receive an e-certificate from the administering IIT/IISc. The scholar must have earned a final score of at least 40% to be eligible for a certificate. Electronically verifiable certificates are accessible at nptel.ac.in/noc.
- NPTEL administers final (proctored) examinations at various exam centers throughout India.
Benefits of NPTEL Course Certificate
- The subject can be learned from the specialized faculty of IITs and IISc.
- You can obtain certification from NPTEL and IITs/IISc.
- There is a list of industries that will accept this course certificate in the majority of courses. NPTEL also provides these industries with the list of best performers for recruitment purposes.
- Students can examine and evaluate their own progress via weekly assignments.
- Teach the habit of self-study and gain access to the lectures of distinguished IIT/IISc Faculty.
- The certificates the IITs issue are valuable additions to a student's resume when applying for employment.
- Students can use the NPTEL programs to prepare for the GATE.
- Certifications recognized by companies and research centers to offer internships.
Quick Reference Links
- To enroll NPTEL Online Certification Courses using SWAYAM App: https://www.youtube.com/watch?v=el7ikFNHDww
- How to enroll NPTEL online certification courses: https://youtu.be/T9Sygoof14E
- How to fill NPTEL Exam form: https://youtu.be/_mmVruoRzUM
- NPTEL Stars: https://nptel.ac.in/nptelStars/index.html
- Domain Certification: https://nptel.ac.in/noc/Domain/discipline.html
- NPTEL Summer/ Winter Internship: https://nptel.ac.in/internship/
- Gate Preparation papers link : https://nptel.ac.in/gate_paper.html
NPTEL Certified Students @SVMIT NPTEL Local Chapter
Sr. No. | Student's Name | Course | Department |
1 | Het Patel | Programming Data Structures & Algorithms using Python | Information Technology |
2 | Irfanabanu Patel | Python for Data Science | Information Technology |
3 | Swayam Malji | Joining Technologies for Metals | Mechanical Engineering |
4 | Ajaysinh Jadeja | Cyber Security & Privacy | Computer Science & Engineering |
5 | Ayush Gujjar | Cyber Security & Privacy
| Computer Science & Engineering
|
6 | Sweta Das | Google Cloud Computing Foundation | Computer Science & Engineering
|
7 | Ayush Prajapati | Cyber Security & Privacy
| Computer Science & Engineering
|
8 | Het Shah | Google Cloud Computing Foundation
| Computer Science & Engineering
|
9 | Dev Bhatt | Cyber Security & Privacy
| Computer Science & Engineering
|
10 | Dhruvi Sonawala | Cyber Security & Privacy
| Computer Science & Engineering
|