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Master of Technology [MTech] Neural Networks: Admission Process,  Entrance Exams, Syllabus, Colleges, Scope and Jobs 2023

Overview
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Sounak Banerjee

Associate Content Manager

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 2023

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.

MTech Neural Networks: Course Highlights

Course Name M.Tech (Neural Networks)
Full Form Master of Technology in Neural Networks
Course Level Post Graduate
Duration  2 Years
Examination Type Semester bases
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
Admission Process

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.
Eligibility Criteria

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.
Entrance Exams

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 Here
SRMJEE Check Here
WBJEE Check Here
AP PGECET Check Here
TS PGECET Check Here

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: 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: 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: 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.
Top Colleges

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) - 
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
Syllabus

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
- Natural Language Processing
Semester III Semester IV
Project I Project II
Semar -
General viva voce -

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
- Natural Language Processing
Semester III Semester IV
Project I Project II
Semar -
General viva voce -

Read more: Top colleges for MTech in Artificial Intelligence

Job Profiles

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
FAQs

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.

Ask your question

Answered Questions

JB

Which one is better (this includes- placements, faculty, students, and course structures) for an MTech (ISM): IIITM Gwalior or IGDTUW?

DB

Dipankar Banerjee

24 Aug 22

IIITM Gwalior is better for an MTech ISM. It has an active coding culture. Being an IT-oriented institute, it offers better technological exposure.  It has a good placement record. According to the highlights of IIITM Gwalior placements 2022, students received an average CTC of INR 16.85 LPA. The highest CTC offered was INR 59.27 LPA. 

IIITM G is lenient regarding attendance and academic schedule. So, it’s easier to follow interests outside the course-work. 

...Show More
A

What kind of placements are possible after completing M.Tech in Intelligent Systems from IIIT, Allahabad?

BG

Bhavya Gandhi

16 Mar 21

Since my brother studied M.Tech from IIIT Allahabad, I will be able to answer your question about the placement possibilities of MTech in Intelligent Systems. 

First of all there are two big advantages of enrolling in this branch :

  1. You will get the opportunity to learn great stuff from some of the finest professors.
  2. You will get a Chance to sit in almost every company you have ever heard of Google (off campus via APAC), such as Microsoft etc.

Intelligence system of college: The Intelligent system is all about how you develop the intelligence of a machine. It includes machine learning that ultimately teaches the ability to learn about a machine, say object recognition, human pose recognition, etc.

Placements:

Categories

IIIT Allahabad

Course Fee

3.24 lakh

Average CTC

10.4 LPA

Recruiting Companies

Adobe, Accenture, HCL, IBM, etc.

Basic placement requirements you need to focus upon are as follows:

  1. In almost every company that visits the campus, you will be given a chance to sit and try your luck.
  2. To sit for the placements, you'll have to compete with the B.tech crowd. And everyone here is very studious and competitive, so it won’t be easy for you at all.
  3. Companies do not come to a particular branch (rarely happens, like 1 out of 80 companies)
  4. Recruiters don't care about your branch, they just want to know how qualified you are in the field of interest and coding.

For all the big firms, the skills you'll learn by following your stream will be applicable and act as an important factor in your selection process. So know your skills and capabilities in respective fields and then go for interviews.

...Show More
NV

How is IIITM Gwalior for an M.Tech in information security?

RT

Rima Tandon

23 Jul 21

It goes without saying, the idea of pursuing a degree in M.Tech in Information Security, that too, from an institute like IIITM Gwalior is a big deal. As it is very decent and you will not regret this decision. All the domains that concern the securityaspect would be covered under their curriculum. Some of my friends are from IIITM Gwalior, and here are some facts about the institution.

  • The faculty and the professors are well experienced and supportive.
  • As an M.Tech student, you would be prohibited from pick-up an internship in your second year due to an academic thesis that would be carried throughout a year.
  • The placement package will depend on your coding skills. The better your skills, the best the package you'll receive.
  • In order to implement all knowledge you have acquired theoretically, you must practice it thoroughly in the computer labs. They will be open 24×7.
  • You could use this accessibility to your advantage if your coding skills are not that great by putting most of your efforts and time into it.
  • Practice programming and sharpen your problem-solving skills so that you get a good package and get into an MNC as well.

Once you reach there the kind of environment you would be exposed to would be wholesome. As far as academics are concerned there will be no complaints about it.

...Show More
SK

Should I choose 5 years (I.T. + robotics) at IIIT Allahabad or 5 years CSE at IIEST Shibpur?

RR

Radhika Roy

24 Mar 21

There’s no doubts about the fact that 5 years at IIITA is a smarter option compared to anything else. This is because of the simple calculation that you are going to study the same curriculum for 4 years BTech for 3 years. That is all about the core of CS and IT. One core and two electives are a part of the fourth year in a 4-year BTech program, which hardly makes any difference. 

According to the experts, Robotics is the future of the IT industry and hence, finding yourself in the midst of such an academically enriching atmosphere which ensures a full time access to a premium robotics laboratory and esteemed faculty will certainly do good to you in more ways than you can ever imagine. That’s the kind of right exposure you are looking at.

Moreover, this department at IIIT Allahabad is being funded by MHRD, thus having a lot of helpful and positive influence from the big academic and administrative circles from all over the country. A number of international conferences sponsored by IEEE are held here regularly. A DST funded summer school of robotics is also a part of this institute. IIIT Allahabad is known to have multiple MOUs with various popular foreign universities and has extensive student exchange programs to give the best exposure of the industry and experts to its students.

...Show More
KC

Which is the better option for me? Mtech IT from IIIT Allahabad or Mtech CSE from IIT(ISM) Dhanbad?

AM

Ahana Majumdar

19 Jun 21

The first thing you should consider is whether you want to pursue a Ph.D. or want a job after the completion of the course. I have a few friends at IIT ISM and I can tell you there are very few good faculties for CSE if you want guidance regarding Ph.D.

For any information regarding the faculty and research projects of IIIT Allahabad, you can visit both their faculty profile page and set a legitimate comparison with IIT (ISM).

Here are some other parameters of IIT (ISM), which you may find useful.

Placements:

The job prospects are increasing every year and the change is noticeable since its conversion to IIT. The institute also had a new director from IIT Kanpur. There also was a significant change in the placement cell, and the M.Tech placement stats have been kept under consideration, alongside B.Tech only after that.

The latest stats are as follows,

No. of Students Placed

31 out of 58

Average CTC

INR. 14 LPA

Highest CTC

INR 43.31 LPA

Top Recruiters

Google, Amazon, Microsoft, Ernst & Young

Moreover, the summer and 6-month internships have also been good over the past few years. For instance, the 2021 passing out batch has received several summer intern offers from companies like Goldman Sachs, Amazon, and Microsoft.

If you prepare for the coding session interviews from the beginning of the 1st year, then you are more likely to obtain internship opportunities. You can convert it to PPO before the placement season begins.

Other Parameters:

There is another thing you should consider. It is the number of students from either CSE or IT in B.Tech + M.Tech taking part in the placement season,

A total of 372 students participated in the placement drive from IIIT Allahabad while 203 participated from ISM Dhanbad.

However, there might not be a significant difference between companies that visit both institutes. Fewer participants in placements mean less competition.

So, I will suggest that you take all these factors into consideration and also do your own research. Consider other options too, if you have any.

...Show More
NR

What is the minimum package for placements in M.Tech (IT) at IIIT Bangalore?

SJ

Shubhika Jain

14 Aug 20

IIIT Bangalore is known for maintaining a 100% placement record over the last few years. According to the Placement Statistics 2019, out of 231 students who participated in the placement drive, approximately 128 students got placed in companies including IBM, Accenture, Morgan, and McAfee among others.

The institute, however, doesn’t share branch-wise placement statistics, but it does share a consolidated statistics. According to the placement statistics of the year 2019 shared by the institute, here are the highlights of the placement in M.Tech at IIIT Bangalore.

Remuneration Package

Particulars Statistics
No. of Companies Participated 61
Highest CTC offered Rs 54 lakhs per annum
Average CTC offered Rs 15.97 lakhs per annum
...Show More
SP

I am planning to join IIIT-Allahabad for an MS in cyber laws and security. What are the pros and cons of that decision?

MK

Mohan Kumar

26 Feb 21

There are several factors both supporting and opposing while joining IIIT Allahabad for MS in Cyberlaw and Security. There is no provision of admission in the Cyber Law and Security course, but you will be admitted as a master’s student. You will be given a chance to choose among several courses, for example, Robotics, Human-Computer Interaction, Software, etc. 

The points below discuss some of the important factors regarding the course and its outcomes.

  • Priority is given to students with higher CGPA in the 1st semester.
  • It is advised that you should choose IIIT if placements are your only preference. Research facilities and faculty are lacking for this course at IIIT-A.
  • There are famous professors like S.Venkat who are one of the most involved faculty but without a Ph.D. Another faculty, Dr. Maity is capable enough of guidance in research but there are rumors that he might leave the institute.
  • If you are dedicated enough then you can publish your own research paper in journals, even before completion of the degree. 
  • Most of the students are just up for placements and you will find a less number of interested students in research.
  • The placement is excellent for MS students in these subjects, even better than expected. There are students with very little programming knowledge but having a 15+ LPA job in hand. Even 20+ LPA offers are in good numbers.

Therefore, the main aspect that matters is the effort the candidate can devote. Overall, placements are amazing for MS students, but genuine research-interested candidates have a little scope in IIIT-A.

...Show More
A

Is Concordia University good for Masters in Software Engineering?? If not what are the other recommendations????

AB

Almeda Brook

27 Feb 23

Yes, Concordia University is indeed good for Masters in Software Engineering and is ranked among the top 500 in many ranking sites. The curriculum comprises theoretical knowledge of software development through coding intensive courses. To land a good job, you should be skilled in programming language and also have proof of projects that you have worked on in the past.

An additional Work-Study Program enables students to work on-campus either part-time in the academic year or full-time in the summer season.

Curriculum: The curriculum touches on basic topics related to software engineerings like Advanced Software Architecture, Software Systems Requirements Specification, Software Project Management, and Software Comprehension and Maintenance.

Placements: Placements are a bit tough in this field as the employment rate is very low around 55%. Only skilled graduates are given preference while screening for job offers. As an international student, you can have an upper hand by taking advantage of online resources, learning Canadian culture, and being prepared for Canadian winter.

...Show More

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