M.Tech in Machine Learning course is a branch of computer science or AI that deals with the process of making computers learn from data.
M.Tech certificate program in ML focuses on teaching students how to build AI algorithms and use them to solve problems.
Knowledge of Machine Learning is utilized in data mining, pattern recognition and deep learning.
WHAT IS M.TECH IN MACHINE in LEARNING? {M. TECH in ML} in 2023
M.Tech course in Machine Learning is a branch of computer science or AI that deals with the process of making computers learn from data.
M.Tech certificate program in machine learning focuses on teaching students how to build AI algorithms and use them to solve problems.
Knowledge of ML is utilized in data mining, pattern recognition and deep learning. M.Tech course in ML is important for professionals to make effective decisions.
There are many different types of ML algorithms available, but deep learning is one of the most promising and popular ones.
In M.Tech in MLcourse, you will learn how to apply deep learning techniques to solve real-world problems.
By the end of this ML course, you will have developed the skills needed to work in data science and AI.
The M.Tech course in ML is one of the most popular courses among students.
The Postgraduate course has high-end knowledge of ML, deep learning and data science.
ML is now being used more for various tasks such as image recognition, natural language processing, and even financial forecasting.
Key Highlights of M.Tech Course in Machine Learning {M.Tech in ML} 2023
Machine learning has seen rapid growth in recent years, with many companies utilising ML algorithms to improve their business intelligence.
Machine learning and artificial intelligence depend on the application of algorithms to improve performance.
This M.Tech course in ML teaches students how to apply ML methods to real-world problems. This article looks at some of the key highlights of an ML course.
A short Description of the M.Tech in Machine Learning Program
M.Tech in Machine Learning Program provides graduates with the necessary skills to specialize in ML and Machine Intelligence.
The focus of M.Tech Course in Machine Learning
The M.Tech in Machine Learning course focuses on the following subjects;
| Artificial Intelligence | Statistical M L |
| Probabilistic Graphical Models | Convex Optimization |
| Deep Learning | Explainable AI (XAI) |
Career Prospects of M.Tech Course in Machine Learning
Students would be able to apply the knowledge of Machine Learning and Machine Intelligence to solve problems in multi-disciplinary research.
Graduates of this program have scope in multiple roles such as;
| AI Developer | AI Engineer |
| Machine Learning Scientist | Decision Scientist |
| Data Scientist | Data Scientist |
Further, they are eligible for Public Sector Units like ;
| ISRO labs | DRDO |
| CSIR lab | CSIR lab |
M.Tech in Machine Learning Course at a Glance
Full-Form of the M.Tech Course: M.Tech in Machine Learning [M.Tech ML]
Duration of M.Tech in M L Course: 2 years (4 semesters)
Eligibility for M.Tech in M L Course: BE or B.Tech in any of the following courses with 50% marks
| Cyber Security | Mechanical Engineering |
| Telecommunication Engineering | Data Science |
| Computer Science | Information Science |
| Bio-Medical Engineering | Aeronautical Engineering |
| Aerospace Engineering | Electrical and Electronics Engineering |
| Artificial Intelligence & Machine Learning | Communication Engineering |
Admission Process: Based on the entrance exam
M.Tech in Machine Learning Entrance Exams
| GATE – Graduate Aptitude Test in Engineering |
| IPU-CET – Indraprastha University Common Entrance Test |
| TANCET – Tamil Nadu Common Entrance Test |
Top M.Tech in ML Colleges: {IIT Hyderabad | Amrita Vishwa Vidyapeetham | IIT Ropar}
M.Tech in ML average course fees: INR 1,00,000 – INR 3,00,000
M.Tech in ML Job Options: Game Programmer, Robotic Scientist, Computer Scientist, Software Engineer etc.
M.Tech in ML Average Starting Salary Package: INR 5,00,000 – INR 15,00,000.
M.Tech in M L Area of Employment: Artificial Intelligence Research Companies, Robotics companies Coordinating Committee for Artificial Intelligence, etc.
Curriculum Details M.Tech in Machine Learning Course
The curriculum of the M.Tech in Machine Learning Course consists of the following.
| Foundation Courses | Core Courses |
| Industry Interface | Study Abroad |
Download free copies of:
- Curriculum of the M.Tech course in Machine Learning.
- Syllabus of the M.Tech in Machine Learning course
- Program Details of the M.Tech course in Machine Learning
Highlights of M.Tech in Machine Learning Course
The M.Tech in Machine Learning Course helps students to learn the following topics;
| Tinker Lab |
| Flexi Credit Courses |
| Six-month internship |
| Industry collaboration |
| Service-learning activities |
| Learn Foreign languages |
| Global Immersion Program |
| Best-in-class infrastructural facilities |
| Special Diploma in Business management |
| Specialized Lab in AI, ML and Data Science |
| Mentor-Mentee System and remedial teaching |
| Academic Curricula benchmarked with International Universities |
| Industrial visits, Workshops, Technical events, Guest lectures |
| Creative Thinking, Critical Thinking, Design Thinking, and Entrepreneurship courses |
What is M.Tech in Machine Learning Course?
M.Tech in machine learning is a four-semester postgraduate course in artificial intelligence and ML.
This postgraduate AI and ML course teaches students the science and engineering of computers which usually need human intelligence.
Why Study M.Tech in Machine Learning Course?
This postgraduate course serves as a higher-end course for students interested in pursuing a career in the science of ML and artificial intelligence.
Postgraduates of ML and artificial intelligence courses are quickly hired In artificial intelligence organizations and robotics firms in the following positions;
| Machine Learning Engineer | Game Programmers |
| Software Developers | Robotics Engineers |
Further, postgraduates in M.Tech in ML earn pay packages ranging from INR 6,00,000 to INR 24,00,000 per annum according to industry standards.
M.Tech in Machine Learning Course Eligibility
M.Tech in machine learning course eligibility stipulates that candidates must have the following eligibility requirements;
| Applicants must have a BE or BTech degree in machine learning, computer science or artificial intelligence with at least 50 per cent marks. |
| M.Tech in ML Admission in India |
| Admission to the M.Tech in ML course is completed on the basis of entrance exams, group discussions and personal interviews. |
M.Tech in Machine Learning Entrance Exams
The Following are the popular M.Tech in machine learning entrance exams ;
| GATE: Graduate Aptitude Test in Engineering |
| TANCET: Tamil Nadu Common Entrance Test |
| IPU CET: Indraprastha University Common Entrance Test |
Top Universities for M.Tech in Machine Learning and Artificial Intelligence Courses
The following world-famous universities offer M.Tech in machine learning and artificial intelligence courses to students.
Further, the M.Tech in ML and AI postgraduate course serves as a higher-end course for students interested in pursuing a career in the science of ML and artificial intelligence.
| Torrens University | Massachusetts Institute of Technology |
| La Trobe University | Queen Mary University of London |
| University of Leeds | The University of Queensland |
| University of Michigan | Technical University of Munich, Germany |
| The University of Sheffield | The University of Melbourne |
| University of Cambridge | Northeastern University |
| University of Waterloo | University of Waterloo |
Top 5 Colleges for M.Tech in machine learning Artificial Intelligence in India
IIT Hyderabad, Andhra Pradesh
Offers a two-year 4 semesters full-time postgraduate ML program.
| Approximate Tuition Fees: INR 5,50,000 |
| Average AI engineer salary Package: INR 13,00,000 |
Amrita Vishwa Vidyapeetham, Coimbatore, Tamil Nadu
Offers a two-year 4 semesters full-time postgraduate ML program.
- Approximate Tuition Fees: INR 1,65,000
- Average AI engineer salary Package: INR 8,50,000
IIT Ropar, Punjab
Offers a two-year 4 semesters full-time postgraduate ML program.
- Approximate Tuition Fees: INR 2,25,000
- Average Salary Package: INR 8,00,000
Indraprastha Institute of Information Technology, New Delhi
Offers a two-year 4-semester full-time postgraduate ML program.
- Approximate Tuition Fees: INR 4,75,000
- Average Salary Package: INR 9,50,000
Defense Institute of Advanced Technology, Pune, Maharashtra
Offers a two-year 4-semester full-time postgraduate ML program.
- Approximate Tuition Fees: INR 1,75,000
- Average salary Package: INR 112,00,000
WHAT IS M.TECH IN ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING COURSE?
M.Tech in Artificial Intelligence and ML course provides the students with an opportunity to learn both foundational and experimental components of AI and ML.
The M.Tech artificial intelligence and ML course opens various career opportunities and research-oriented careers involving Artificial Intelligence (AI) and ML technologies.
The curriculum of the M.Tech in Artificial Intelligence and Machine Learning course
The Curriculum of the M.Tech in A I and ML course involves the following topics.
| Foundations of Artificial Intelligence | Linear Algebra and Probability |
| Machine Learning | Computational Methods for Optimisation |
| Advanced-Data Structures and Algorithms | Advanced-Data Structures and Algorithms |
Duration of M.Tech Artificial Intelligence and Machine Learning course
The duration of the M.Tech artificial intelligence and machine learning course is four semesters (Two years).
Eligibility Criteria of M.Tech course in Artificial Intelligence and Machine Learning
Eligibility criteria for an M.Tech course in artificial intelligence and machine learning require any of the following qualifications.
The Candidate must be a B.E. or B. Tech graduate in any one of the following courses.
| Computer Science |
| Information Technology |
| Electrical and Electronics |
| Electronics and Communication |
| Electronics and Instrumentation |
Candidates with MCA, M. Sc Computer Science and M. Sc Software Engineering are also eligible for M.Tech in artificial intelligence and machine learning course.
This M.Tech AI and ML course also offers the following benefits to the students;
| Advanced Career Growth |
| Industry-relevant curriculum |
| Designed for Working Professionals |
Therefore an M.Tech course in artificial intelligence and machine learning helps you build a successful career in AI and Machine Learning.
Highlights of M.Tech course in artificial intelligence and machine learning
The highlights of the M.Tech course in artificial intelligence and machine learning are as follows;
| Tinker Lab |
| Flexi Credit Courses |
| Six-month internship |
| Industry collaboration |
| Service-learning activities |
| Learn Foreign languages |
| Global Immersion Program |
| Best-in-class infrastructural facilities |
| Special Diploma in Business management |
| Specialized Lab in AI, ML and Data Science |
| Mentor-Mentee System and remedial teaching |
| Academic Curricula benchmarked with International Universities |
| Industrial visits, Workshops, Technical events, Guest lectures |
| Creative Thinking, Critical Thinking, Design Thinking and Entrepreneurship courses |
Colleges Offering M.Tech in Artificial Intelligence
The following are the top colleges offering M.Tech in artificial intelligence in India.
IIT Hyderabad, Andhra Pradesh: Offers a two-year 4-semester full-time postgraduate (master’s degree) artificial intelligence program.
- Approximate Tuition Fees: INR 5,50,000
- Average salary Package: INR 13,00,000
Amrita Vishwa Vidyapeetham, Coimbatore, Tamil Nadu: Offers a two-year 4 semester full-time postgraduate artificial intelligence course.
- Approximate Tuition Fees: INR 1,65,000
- Average Salary Package: INR 8,50,000
IIT Ropar, Punjab: Offers a two-year 4 semester full-time postgraduate artificial intelligence program.
- Approximate Tuition Fees: INR 2,25,000
- Average Salary Package: INR 8,00,000
Indraprastha Institute of Information Technology, New Delhi: Offers a two-year 4 semester full-time postgraduate artificial intelligence course.
- Approximate Tuition Fees: INR 4,75,000
- Average Salary Package: INR 9,50,000
Defense Institute of Advanced Technology, Pune, Maharashtra: Offers a two-year 4 semester full-time postgraduate artificial intelligence program.
- Approximate Tuition Fees: INR 1,75,000
- Average salary Package: INR 12,00,000
M.Tech in Machine Learning in India
M.Tech course in machine learning in India is an integral part of computer science that deals with the design and optimization of algorithms for learning from data.
In India, there are several universities and colleges that offer an M.Tech degree (master’s degree) in machine learning.
Among these, IIT Madras and IIT Delhi are considered to be the best institutions, owing to their strong track records in AI and ML.
They have well-established departments that offer cutting-edge techniques and methods and strong industry partnerships for career growth.
M.Tech in machine learning course in India provides students with the skills and knowledge needed to develop successful machine learning applications.
It covers topics such as artificial intelligence, data mining, and algorithms.
By completing an M.Tech course in machine learning, students can gain valuable years of experience when looking for a job or further studies.
M.Tech Artificial Intelligence Salary
The average annual salary of a professional with an M.Tech qualification in artificial intelligence earns an annual salary of INR 6,00,000 to INR 16,00,000.
The M.Tech in artificial intelligence salary is one of the best industry. Job areas and positions an M.Tech artificial intelligence holder can achieve are as follows;
| Game Programmer |
| Robotic Scientist |
| Computer Scientist |
| Software Engineer |
| Robotics companies |
| Artificial Intelligence agencies |
| Coordinating Committee for Artificial Intelligence |
M.Tech in Machine Learning for Working Professionals
Machine learning has emerged as one of the most promising areas of research in artificial intelligence (AI).
It is can be used in a wide range of fields, including finance, healthcare, and marketing.
M.Tech course in machine learning at the IITs offers students an opportunity to gain expertise in the latest machine learning techniques.
IIT Bombay offers a full-time M.Tech course in machine learning at the IIT Bombay campus.
Further, top-level AI universities and institutes offer M.Tech in machine learning for working professionals with flexible timings.
What is the Eligibility for M.Tech in Artificial Intelligence?
Eligibility criteria for the M.Tech course in artificial intelligence stipulate that candidates with any of the following qualifications are eligible for M.Tech in artificial intelligence course.
| Computer Science |
| Information Technology |
| Electrical and Electronics |
| Electronics and Communication |
| Electronics and Instrumentation |
What is the Eligibility M.Tech Artificial Intelligence and Data Science?
Eligibility criteria for the M.Tech artificial intelligence and data science stipulate that candidates with any of the following qualifications are eligible for M.Tech in artificial intelligence course.
| Computer Science |
| Information Technology |
| Electrical and Electronics |
| Electronics and Communication |
| Electronics and Instrumentation |
M.Tech Course in Machine Learning at BITS Pilani
M.Tech course in Machine Learning is offered by BITS Pilani, one of the prestigious institutes of technology in India.
The Birla Institute of Technology and Science, Pilani offers a full-time M.Tech programme in Machine Learning with a special focus on big data, the internet of things and artificial intelligence.
The curriculum of M.Tech in Machine Learning at BITS Pilani course is designed to give the students an in-depth understanding of machine learning algorithms and their application.
Coursework covers topics such as image processing, natural language processing, graphical processing units (GPUs), and deep learning.
The aim of the M.Tech course at BITS Pilani is to impart technical skills and analytical skills for better career prospects in machine learning.
The M.Tech in Machine Learning BITS Pilani is designed for students with an engineering or computer science background.
The M.Tech in Machine Learning BITS Pilani teaches the latest machine learning techniques through lectures, tutorials and project work.
The BITS Pilani M.Tech in Machine Learning course helps students to become successful data scientists and AI experts.
Visit the official website for detailed information on the following topics;
| Eligibility |
| Fee structure |
| How to apply |
| Mode of examination |
| Course wise syllabus |
| Programme curriculum |
| Learning methodology |
You may also download the official brochure of the M.Tech in Machine Learning course at BITS Pilani from here.
Frequently Asked Questions
FAQs on M.Tech in Machine Learning
Question. What is machine learning?
Ans. Machine learning(ML) is a segment of artificial intelligence that uses algorithms to “learn” from data and improves the performance of a computer system.
conventional AI methods require human input and are designed to perform specific tasks.
However, machine learning allows AI technology to evolve on its own and improve over time, making it an important tool in many fields.
Further, It has applications in industries, manufacturing, finance, health care, retail etc.
Question. Is machine learning hard?
Ans. Contrary to popular belief, machine learning is not hard.
It does require some mathematical knowledge and a programming background, but these are not difficult skills to acquire.
Machine learning may seem difficult at first, but the key to success with machine learning is practice and patience.
With enough time and effort, anyone can learn how to use this powerful tool.
In fact, many people who work with machine learning start out by simply coding a few basic algorithms.
Question. Is machine learning a good career?
Ans. Experts in machine learning say that it is one of the most promising careers of our time.
machine learning is a process where computers learn on their own by analyzing huge data sets.
Machine learning is one of the most promising careers because of the following reasons.
Machine learning offers cutting-edge technology early on in your career. Therefore the skills you learn today are very valuable indeed.
Machine learning is rapidly growing and there is always opportunities for new expertise.
Machine learning can provide an exciting challenge.
Question. How can I learn machine learning?
Ans. Machine learning (ML) is a form of artificial intelligence that allows computers to learn from data.
There are various ways to learn ML, but some popular methods include online courses, books, and software.
Once you have learned the basics, you can start applying them to your own projects.
Further, you can opt for free courses on machine learning on platforms like Google, Coursera, edX, Udacity etc.
Question. Is Python necessary for machine learning?
Ans. Yes, Python is necessary for machine learning.
Python is a powerful programming language that is widely used in the machine learning field.
It has a well-defined syntax, making it easy to learn for beginners, and its libraries are extensively used by developers in the field.
Python also has some impressive features, such as being able to handle large data sets and optimized performance when working with complex algorithms.
Question. What is Python machine learning?
Ans. Python is a versatile programming language that has been used in machine learning.
Machine learning is a part of artificial intelligence that uses algorithms to learn from data.
Python is a popular language for machine learning because it is easy to use and has many built-in libraries and tools.
Question. Which IIT is best for Artificial Intelligence?
Ans. The Indian Institute of Technology (IIT) Hyderabad is widely considered the best IIT for Artificial Intelligence.
The Indian Institutes of Technology (IITs) have a reputation for producing some of the best engineers in the world.
Recently, there has been a surge in the number of students interested in studying Artificial Intelligence (AI), and IITs are well-positioned to help these students reach their full potential.
Question. What is the scope of AI in India?
Ans. As India moves closer to becoming a global powerhouse in the field of artificial intelligence, the scope for AI development is widening.
India has been rapidly expanding its AI sector and has already established itself as one of the world’s leading centres for AI research.
With an increasing number of companies looking to invest in AI technology in India, there is huge potential for further growth in this field.
India is making rapid progress in AI and therefore the scope of AI in India looks very bright.
Question. What is AI engineering?
Ans. Artificial intelligence (AI) engineering is the process of designing, building, testing and maintaining software that performs intelligent actions.
AI engineers work on projects that require understanding and managing complex algorithms, data structures and tasks.
They also need to be able to think critically and solve problems using computer programming.
Question. What is the difference between AI and machine learning?
Ans. AI is a branch of computer science that deals with the design and development of intelligent agents, which are systems that can learn from years of experience.
Machine learning, on the other hand, is a part of AI that focuses on building algorithms that can automatically improve their performance based on data.
In other words, machine learning allows computers to “learn” how to do things.
Question. Which job has the highest salary in India?
Ans. According to a report by the Economic Times, the country’s top job is that of a financial analyst.
With an annual salary of Rs 1.14 crore, this position tops the list in terms of salaries across India.
Other high-paying jobs include those in the Consulting industry, with an annual salary of Rs 88 lakh, and that of a software engineer with an annual salary of Rs 84 lakh.
Question. Which engineer has the highest salary?
Ans. Engineers hold a range of high-paying jobs, with some earning more than others.
According to the data from Payscale.com, software development engineers have the highest average annual salary of all engineering professions at $101,760.
Question. What is M.Tech Artificial Intelligence?
Ans.M.Tech Artificial Intelligence is a postgraduate (master’s degree) course in Artificial intelligence (AI).
M.Tech Artificial Intelligence is the application of computer science techniques to create intelligent agents, which are systems that mimic human behaviour.
M.Tech Artificial Intelligence programmes focus on teaching students how to build these systems, which makes them essential for industries to automate their operations.
Question. Which subjects are taught in M.Tech AI?
Ans. M.Tech in Artificial Intelligence is a course that teaches students about the various aspects of artificial intelligence.
The course covers subjects such as machine learning, natural language processing and data science.
Students who take these subjects can find employment in fields such as software development, business administration and research.
Question. Can I do M.Tech in Machine Learning?
Ans. yes, You can also do M.Tech in Machine Learning provided if you meet the requirements for the M.Tech course in Machine Learning and are interested in pursuing this career path.
In order to become skilled in Machine Learning, you need to have strong programming skills and an understanding of how artificial intelligence works.
Question. What is machine learning in M.Tech?
Ans. Machine learning (ML) is a segment of artificial intelligence (AI) that allows computers to “learn” from data.
machine-learning algorithms explore and analyze large data sets, making predictions about future events based on past experiences.
In machine learning in the M.Tech course machine learning is used to develop models that can automatically improve the accuracy and efficiency of various tasks.
Question. Why should I study M.Tech AI?
Ans. There is an increasing demand for qualified professionals with advanced knowledge in artificial intelligence (AI).
With the rapid expansion of AI and related technologies, the need for MTech AI graduates has been greater.
The following reasons will tell you Why should I study MTech AI.
1. MTech AI graduates have access to some of the most cutting-edge technologies and research.
2. They are well-equipped to work on complex projects related to AI.
3. They possess strong analytical and problem-solving skills.
4. They have a deep understanding of how machine learning works.
5. They are able to design and implement effective algorithms.
Question. How can I get admission in a good M.Tech AI college?
Ans. There are many M.Tech AI colleges in India. It is important to choose the right one for your needs and preferences.
Here are some tips on how to get admission to a good M.Tech AI college:
1. Choose an M.Tech AI college with a good reputation
2. Research the available courses and select the one that best suits Your skills and interests
3. Demonstrate your strengths in admissions tests and interviews
Question. Which IIT is best for M.Tech in Machine Learning?
Ans. The Indian Institute of Technology (IIT) Hyderabad is widely considered the best for M.Tech in Machine Learning.
The Indian Institutes of Technology (IITs) have a reputation for producing some of the best engineers in the world.
IITs are well-positioned to help the students learn the M.Tech course in Machine Learning.
Question. Tell me the future scope of research after M.Tech AI?
Ans. As the world moves closer to becoming a powerhouse in the field of artificial intelligence, the future scope of research after M.Tech AI is widening.
The world has been rapidly expanding its AI sector and has already established many leading centres for research after M.Tech AI.
With an increasing number of companies looking to invest in AI technology, there is a huge future scope of research after M.Tech AI.
The world is making rapid progress in research after M.Tech and therefore the future scope of research after M.Tech AI looks very bright.
Question. Tell me the best college to study M.Tech AI?
Ans. The following list provides the best college to study M.Tech AI. They are as follows;
1. IIT Hyderabad, Andhra Pradesh
2. Amrita Vishwa Vidyapeetham, Coimbatore, Tamil Nadu
3. IIT Ropar. Punjab
4. Indraprastha Institute of Information Technology, New Delhi
5. Defense Institute of Advanced Technology, Pune, Maharashtra
Question. Tell me the admission process for M.Tech AI?
Ans. The admission process for M.Tech AI involves the following.
M.Tech course in AI eligibility stipulates that candidates must have the following eligibility requirements;
*Applicants must have a BE or BTech degree in machine learning, computer science or artificial intelligence with at least 50 per cent marks.
*Admission to the M.Tech in AI course is completed on the basis of entrance exams, group discussions and personal interviews.
Question. Which job profiles and salary trends are available for M.Tech AI candidates?
Ans. The following AI job profiles are open for M.Tech AI candidates ;
*AI Developer
*AI Engineer
*Machine Learning Scientist
*Machine Learning engineer
*Decision Scientist
Conclusion
M.Tech course in Machine Learning is a branch of computer science that focuses on teaching students how to build AI algorithms and use them to solve problems.
M.Tech course in ML is important for professionals,as they utilize it in data mining, pattern recognition and deep learning to make effective decisions
There are many different types of ML algorithms available, but deep learning is one of the most promising and popular ones.
This Postgraduate course is one of the most popular courses among students.
ML is now being used more for various tasks such as image recognition, natural language processing, and even financial forecasting.