M.Tech in Neural Networks is a professional post graduate degree with a duration of two years. The term Neural Networks refers to the artificial network of neurons. Hence the course deals with the study of artificial neural networks and their applications in various aspects of machine learning.
Know More: MTech Courses in India
Those candidates seeking to get admission in this course must have cleared his graduation in BE/B.Tech with at least 60% marks from a college/university.
There are entrance exams for getting admission in this course like GATE, OJEE, TANCET, IPU CET, ITM NEST and many more. Admissions are generally done on an entrance examination basis although some colleges may conduct admissions on a merit basis.
See Also: MTech Admission 2024
Some of the top colleges offering this course are IIT Delhi, IIT Kharagpur, Gokul Institute of Technology and Sciences (GITAS), Telangana and Nalanda Group of Institutions. The average fee of this course is INR 30000 to 5 lacs depending on the institutes.
Neural Networks are used for modeling of neurons, its applications, adaptive control etc. The MTech neural network covers areas such as VLSI Design, Image processing, Embedded Systems, Algorithms, Network Security etc.
After completion of this course, the qualified candidates get various job opportunities such as Data Scientist, Research Engineer, Machine Learning Engineers, Business Intelligence Developer etc. The average starting salary is 3 lac to 10 lacs per annum.
The top recruiting companies are HCL, Infosys, Cognizant, IBM, Google, Apple, Microsoft, Amazon, Accenture, Intel etc.
Table of Content
- MTech Neural Networks: Course Highlights
- MTech Neural Networks: What is it about?
- MTech Neural Networks: Why this Particular Course?
- MTech Neural Networks: Admission Process
4.2 Entrance Exams
MTech Neural Networks: Course Highlights
| Duration | 2 Years |
| Eligibility | Minimum 55% to 60% marks in BE/B,Tech |
| Admission Process | Entrance test, counselling round / GATE |
| Average Course Fee | INR 30,000 to INR 5 LPA |
| Entrance Exams | GATE, OJEE, TANCET, ITM NEST, IPU CET etc. |
| Top Recruiting Organisations | Google, Apple, Microsoft, Infosys Technologies, IBM, Accenture, Intel, Amazon, Flipkart, Reliance Jio, HSBC, HCL Technologies, Morgan Stanley, Schlumberger |
| Job Profiles | Machine Learning Engineer, Data Scientist, Business Intelligence Developer, Research Scientist, Big Data Engineer/Architect, College or University Professor |
| Employment Areas | Medicine, Research centres, Software development |
| Average Salary | INR 3LPA to 10 LPA |
MTech Neural Networks: What is it about?
M.Tech (Neural Networks) programme consists of Theoretical studies and live projects of Neural Networks. Students pursuing this course learn about artificial neural networks and their application in mechanical learning of the brain like for speech, image segmentation, recognition of object, motion and many more.
MTech Neural Networks: Why this particular course?
Here are some reasons you should pursue this course:
- MTech Neural Networks deals with the study of Neural Networks and its advantages in the modern era.
- Candidates get hired in some of the top recruiting firms with handsome salary packages.
- The average starting salary offered to MTech Neural network postgraduates is INR 3 LPA. However, the salary package may be higher depending upon the performance and skills of the person.
- Candidates get hired as Machine Learning Engineer, Data Scientist, Business Intelligence Developer, Research Scientist, Big Data Engineer/Architect, College or University Professor etc.
MTech Neural Networks: Admission Process
Admissions to this course are done by the given guidelines by the certain universities. To pursue this course, candidates need to clear entrance exam and personal interview taken by a particular institute.Candidates who are willing to get admission in this course should follow the steps given below :
- Students need to fill the online application form carefully from the official site of the college.
- Students who cleared the GATE exam (Graduate Aptitude Test in Engineering) can take admission to this course.
- TANCET, AP PGECET, TS PGECET, VITEE etc are some other entrance exams conducted for admissions to MTech Neural Networks.
- Applications forms are to be submitted with proper details of the candidate.
- Once the documents are verified, and the forms are accepted, candidates have to give the entrance exam conducted by the college
- Students clearing the entrance test go through a counselling round by which students get admitted to this course.
MTech Neural Networks: Eligibility Criteria
Candidates seeking to get admission in M.Tech (Neural Networks) need to have specific requirements to be eligible. Some of the requirements are given below :
- To be eligible, a candidate must have cleared his 10+2 with minimum 60% marks in certain subjects.
- Students are eligible only if they have their graduation degree in BE/B.Tech. from a recognised university.
- Candidates with their BTech./ BE in IT/CSE/EEE/ECE /Instrumentation & Control Engineering streams are preferred.
- Students should have at least 60% marks in graduate degree..
- Candidates cleared exams like GATE, OJEE, TANCET are eligible to take admission to this course.
MTech Neural Networks: Entrance Exams
Various entrance exams are conducted for seeking admission in M.Tech (Neural Networks).
Information about the several exams are given below:
- GATE - Graduate Aptitude Test In Engineering (GATE) is a national level entrance examination to test candidates capability in engineering and science. GATE is conducted by Various IITs at Bombay, Delhi, Kanpur, Madras and IISc Bangalore.
- OJEE - Odisha Joint Entrance Examination (OJEE) is a state level entrance examination conducted by the Odisha State Government to offer admissions to various UG/PG professional courses In Odisha.
- AP PGECET - Andhra Pradesh Post Graduate Engineering Common Entrance Test (AP PGECET) is conducted every year by the Andhra University, Visakhapatnam to give admissions to special courses like M.tech/M.E, M.Pharma, Pharma etc.
- IPU CET - Indraprastha University Common Entrance Test (IPU CET) is a university level Exam for seeking admission into UG and PG Courses in GGSIPU and affiliated Colleges. It is conducted by GGSIPU.
- ITM NEST - ITM National Entrance and Scholarship Test (NEST) is an entrance examination conducted by NEST University Gwalior. It offers admissions to various UG & PG courses offered by ITM university, Gwalior.
| Exam Name | Exam Dates |
|---|---|
| GATE | Check GATE Exam Dates |
| AP PGECET | Check AP PGECET Exam Dates |
| TS PGECET | Check TS PGECET Exam Dates |
Read More: MTech Entrance Exams In India
MTech Neural Networks: Tips to crack entrance exams
Below mentioned are some of the useful tips which may help candidates in achieving higher rank in entrance exam:
- Candidates must develop a reading habit which will develop reading, reasoning, analytical and comprehensive abilities in due time. Candidates will also get to learn new words by doing such.
- Start learning the basic concepts and theories and revise topics daily.
- Prepare yourself well by practicing a lot of numerical problems. Divide the topics according to their weightage in entrance exams.
- Do appear for practice tests, class tests, mock tests etc.
- Practice aptitude, reasoning ability, general knowledge questions etc which also carry weightage in entrance exam.
MTech Neural Networks: How to get admission in a good Neural Networks college?
Below mentioned are some of the useful tips to get candidates admitted to some of the top rank colleges:
- IITs and NITS offer direct admissions to candidates with academic CGPA of 8.0 or equivalent in BE/BTech degree. Such candidates are exempted from the test. Hence candidates should try to maintain a high academic record.
- Do better research on colleges and institutions and stay in contact with them for latest updates.
- Applying early to one's interested Institute also increases a candidate's chances of getting selected.
- Develop your communication and professional skills which will help you to qualify the interview rounds with a good performance.
- Application essays are an important part of the application process. Try to maintain a good vocabulary so that it attracts the Institute authorities to your application.
MTech Neural Networks: Top Colleges with Fees
Some top colleges offering M.Tech (Neural Network) are mentioned below :
| Name of the Institute | Average fees |
|---|---|
| Gokul Institute of Technology and Sciences (GITAS) | INR 72,000 |
| Indian Institute of Technology, Delhi | INR 52,900 |
| Royal Institute of Technology and Science (RITS) | N/A |
| Nalanda Institute of Engineering and Technology | INR 60,000 |
| Indian Institute of Technology, Kharagpur | INR 2.32 LPA |
| Indian Institute of Technology, Kanpur | INR 2.14 LPA |
| Indian Institute of Technology, Guwahati | INR 2.02 LPA |
| University of Petroleum and Science (UPES) | INR 5.57 LPA |
MTech Neural Networks: College Comparison
We have compared two top most colleges of India : National Institute of Technology and Netaji Subhas University of Technology under parameters like their location, ranking, placement offers and recruiting companies involved in it.
| College Name | National Institute of Technology | Netaji Subhas University of Technology ( NSUT) |
|---|---|---|
| About College | .Anna University is an Autonomous University, established in 1961. The admission criteria is based on Entrance based for most of the UG and PG courses like B.Tech, B.Arch, Dual Degree in B.Tech+ M.Tech and so on. | NSUT is an Autonomous Institution which has been accredited with grade A by NAAC. It provides different courses under UG, PG and Ph.D for management, engineering and other field. |
| Location | Rourkela, Orissa | New Delhi |
| NIRF Ranking 2020 | 32nd | 76th |
| Admission process | Entrance exam ( GATE) | Entrance Test (GATE) |
| Average fees | INR 2,63,000 per annum | INR 2,81,000 per annum |
| Average Placement Package | INR 8 Lakhs per annum | INR 7 Lakhs per annum |
| Top companies that participate in placement Drive | Adobe, Amazon, Caterpillar, CISCO, COGNIZANT, INFOSYS, IBM, Mahindra & Mahindra, Maruti Suzuki etc. | Oracle, Wipro, IBM, TCS, Tata Motors, Microsoft, Samsung, TATA Projects etc |
What is the MTech Neural Networks Syllabus?
A semester wise syllabus is shown below on the table.
| Semester I | Semester II |
|---|---|
| Algorithms and Algorithmic Complexity | VLSI Design |
| Cryptography and Network Security | Image Processing |
| Advanced Database Management Systems | Embedded Systems |
| Elective - (Any One) | System Design Lab |
| Distributed Systems | Elective - (Any One) |
| Bioinformatics | Real-Time Systems |
| Soft Computing | Advanced Software Engineering |
| Multimedia System | Cluster and Grid Computing |
| N/A | Natural Language Processing |
| Semester III | Semester IV |
| Project I | Project II |
| Semar | N/A |
| General viva voce | N/A |
MTech Neural Networks: Course Comparison
The comparison between M.Tech (Neural Networks) and M.Tech (Artificial Intelligence) course is given below in the table.
| Semester I | Semester II |
|---|---|
| Algorithms and Algorithmic Complexity | VLSI Design |
| Cryptography and Network Security | Image Processing |
| Advanced Database Management Systems | Embedded Systems |
| Elective - (Any One) | System Design Lab |
| Distributed Systems | Elective - (Any One) |
| Bioinformatics | Real-Time Systems |
| Soft Computing | Advanced Software Engineering |
| Multimedia System | Cluster and Grid Computing |
| N/A | Natural Language Processing |
| Semester III | Semester IV |
| Project I | Project II |
| Semar | N/A |
| General viva voce | N/A |
Read more: Top colleges for MTech in Artificial Intelligence
MTech Neural Networks: Job Profiles
Students after completing their M.Tech (Neural Networks) can go ahead for various private sector and corporate sector jobs. They can have job opportunities like Data Scientist, Research Engineer, Data Analysts and many more.
Job Profiles with Description
| Job Profile | Description of the Job | Average Salary Offered |
|---|---|---|
| Data scientist | Data Scientists analyze a large set of structured and unstructured datas they develop methods of recording, storing and analyzing data so effectively to extract useful information.. | INR 10 LPA |
| Research Engineer | Research engineers carry out the development and design of new products and technology. They deal with high speed computation, bioengineering, earthquake prediction, power systems, nano technology and construction. | INR 9 LPA |
| Data Analysts | Data Analysts role is to organize and maintain data using data analysis tools. The process of data analysis uses analytical and logical reasoning to gain information from the data. | INR 5LPA |
| Machine Learning Engineer | Machine Learning Engineers are a sort of computer programmers that deals with programming machines to perform specific tasks. | INR 6 LPA |
MTech Neural Networks: FAQs
Ques. What is M.Tech (Neural Networks) about?
Ans. Master of Technology in Neural Networks is the study of artificial neural networks. Students get the skills and knowledge about neural networks and how they are used in machine learning.
Ques. What is the duration of M.Tech (Neural Networks)?
Ans. The duration of Master in Technology in Neural Networks is two year full time. Each year is divided into two semesters.
Ques. What is the eligibility criteria to seek admission in M.Tech (Neural Networks)?
Ans. A candidate is only eligible if he has passed his graduation in BE/B.Tech with at least 50% marks from a recognised university/college.
Ques. What are the entrance exams for M.Tech (Neural Networks)?
Ans. There are various entrance exams for getting admission into this course. Some of the most common entrance exams are GATE, OJEE, TANCET, ITM NEST and many more state level exams.
Ques. What is the admission process for M.Tech in (Neural Networks)?
Ans. Admissions for M.Tech in Neural Networks are done on merit based as well as their score in entrance exams. Students are enrolled on the basis of their marks in their BE/B.Tech degree. Candidates who cleared GATE can get admission in Master of Technology in Neural Networks.
Ques. What is the average fee charged for taking admission in M.Tech (Neural Networks)?
Ans. The average fee charged for this course is around INR 30,000 to INR 5 LPA. The fee structure is different for every college. Government colleges charge low fees whereas private institutes charge high fees for pursuing this course.
Ques. What is the average salary offered to post graduates of M.Tech (Neural Networks)?
Ans. The average salary offered is between INR 3LPA TO INR 10 LPA depending on the work and the job one has got.
Ques. What are the job opportunities after completion of the course?
Ans. The candidates have a variety of job opportunities in the private sector as well as the government sector. Candidates can also apply for jobs like Data Scientist, Research Engineer and more like this.
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