Machine Learning enables the computer systems to learn and improve automatically based on the experience, without being programmed manually. It is one of the important subdivisions of artificial intelligence.
A candidate is eligible for admissions in any of the machine learning courses if he has passed class 12th or graduation (whichever relevant) with engineering subjects, and a minimum of 50% aggregate. Some colleges even ask for a 70% aggregate score for degree machine learning courses.
Machine learning courses are available as certificate and diploma courses, both online and offline, offered by top engineering colleges such as IIT Madras, and IIIT Bengaluru.
Coursera and Udemy Machine Learning courses online are also very popular among students.
At the degree level, Machine learning courses are offered as BTech and MTech machine learning courses along with data science, and artificial intelligence specialization, the admissions to which are done via JEE Main, GATE, UPSEE, and other college-level entrance exams.
After pursuing machine learning courses, students can get jobs like Human-Centered Machine Learning Designer, ML Engineer, Software Developer, AI Engineer, Data Scientist, NLP Scientist, etc.
The average salary ranges from INR 3-8 lakh per annum (LPA) in India.
The skills that the companies expect in a candidate after machine learning courses are knowledge in Programming, Statistics, System Design, Big Data Platforms, Fluency in Syntax, Operating Systems, etc.
Machine Learning Courses: Highlights
|Types of Online Courses||Udemy, simplilearn, edX, upGrad, etc.|
|Top Job Prospects||Human-Centered Machine Learning Designer, Machine Learning (ML) Engineer, Software Engineer/Developer, AI Engineer, Data Scientist, NLP Scientist, etc.|
Machine Learning Certification
Machine Learning certification is offered through online as well as offline modes. Numerous websites have been offering these courses for a long, among which coursera and udemy machine learning courses are the most popular.
- An important factor to be considered while choosing the website for the course is that with which College/University the website has collaborated for the course.
- Generally, the eligibility for the machine learning certification courses is to pass in 10+2 from a recognized board of education. But in some cases, the desired eligibility is graduation in UG with computer as a main subject.
The average salary package for a candidate with a Machine Learning certification is INR 8-10 LPA.
Machine Learning Certification Online
The table below shows some of the best Certificate Machine Learning courses available online on different platforms.
|Machine Learning A-Z: Hands-On Python & R in Data Science||Udemy||44 hours||INR 360|
|Python for Data Science and Machine Learning Bootcamp||Udemy||25 hours||INR 360|
|Data Science: Machine Learning||edX||8 weeks||INR 3,637|
|Machine Learning Certification Course||Simplilearn||44 hours||INR 18,999|
|Advanced Certification in Machine Learning and Cloud by IIT Madras||upGrad||12 months||INR 2,00,000|
|PG Certification in Machine Learning and Deep Learning by IIIT Bangalore||upGrad||6 months||INR 1,00,000|
Machine Learning Certification Offline
Several offline training institutes and colleges offer offline certification programs in machine learning courses. Among the numerous colleges, the most reputed ones are given below with details.
|Certificate Name||Colleges Offering||Average Fees|
|Certificate in Machine Learning||
Machine Learning Certification Admissions
Admissions to the certification programs for machine learning courses are done in a systematic manner, similar to the admission of Bachelor and Master degree. However, entrance exams are not necessary for admission.
- Candidates can apply for the machine learning courses by just filling up personal details on the website of the course provider and by paying the fees.
- Few popular institutes do analyze the details of the candidates before finalizing their candidature.
- For offline machine learning courses, admissions are done based on the marks scored by the students in 12th.
Top Colleges For Certificate Machine Learning Courses
Diploma Machine Learning Courses
Diploma machine learning courses are generally pursued by students who are looking to enter the job field soon, rather than dedicating long years to full-time machine learning courses.
- There are not many diploma and PG diploma courses which are offered in the field of Machine Learning in India. Some which are available are listed below.
- The duration of Diploma machine learning courses is 1 year at both UG and PG levels. Some PG Diploma Machine Learning courses might extend for up to 2 years.
The average salary after Diploma Machine Learning Courses in India is generally between INR 3-4 LPA at UG level and INR 5-8 LPA at PG level.
Top Diploma Machine Learning Courses
The diploma program provided in the machine learning course is provided in the below table along with the colleges offering the course and the average fees of the course.
|Diploma Name||Colleges Offering||Average Fees|
|Advanced Diploma in Artificial Intelligence||
Note: It is to be noted that many colleges and institutes do not offer a Machine Learning course separately. They include the details of this topic within Artificial Intelligence (AI) courses only.
Apart from that, diploma courses can also be pursued in multiple fields like Graphic Designing, Animation, etc.
Top PG Diploma Machine Learning Courses
PG Diploma Machine Learning courses are mostly provided as online courses in India. There are not enough colleges offering these courses in offline mode.
- Machine learning courses are offered by websites in collaboration with some of the premier colleges.
- The duration is generally 1 year but can be 2 years in some rare cases.
The following table provides details of PG Diploma Machine Learning Courses, along with duration, average fees, and the delivery mode of the course.
|Course Name||Colleges Offering||Duration||Average Fees||Mode|
|PG Diploma in Machine Learning and AI||IIIT Bangalore in collaboration with upGrad||12 months||INR 2,85,000||Online|
|Post-Graduation Diploma in Machine Learning & Artificial Intelligence (PGD - ML & AI)||Careers of Tomorrow, By Amity University||12 months||INR 1,55,000||Online|
Diploma Machine Learning Courses Admissions
Admissions to the diploma machine learning courses are generally based on the candidate’s score in graduation and the work experience they possess. This criterion is more prominent in the case of PG Diplomas.
- The basic eligibility criteria are that the candidates should possess graduation in an engineering stream and should also have a working experience of 1-2 years.
- Many colleges also accept students without any work experience. These colleges might, however, ask you for at least 70% marks in graduation.
For online courses by foreign universities, a LOR (Letter of Recommendation) might also be required in some cases.
Top Colleges for Diploma Machine Learning Courses
The colleges offering Diploma machine learning courses are listed in the table below, along with their location.
|NIRF Ranking 2020||College Name||Location||Type of Diploma|
|32||Amity University||Noida||PG Diploma|
|62||International Institute of Information Technology (IIIT)||Bangalore||PG Diploma|
|-||National Institute of Electronics and Information Technology (NIELIT)||Calicut||UG Diploma|
|-||National Institute of Electronics and Information Technology (NIELIT)||Gorakhpur||UG Diploma|
NIELIT is a Government of India initiative to boost the skills force in the IT field in India.
Bachelor Machine Learning Courses
Bachelor machine learning courses are offered in specialization along with artificial intelligence and data science courses. Considerably, the job opportunities are also high as the scope of the course is very much good.
- Bachelor of machine learning courses is full-time courses and spans for a duration of 4 years.
- Admissions to machine learning courses are done based on merit as well as on entrance exams.
- As these are specialization courses, they are offered by many reputed colleges and the fees are also adequately high.
The average salary for the graduates of machine learning courses generally varies from INR 3-8 lakh. This depends upon the skills of the candidates and the college they are graduating from.
Top UG Machine Learning Courses
Machine learning courses offered in India are given below in this table. As mentioned before also, degree courses in this stream are offered within the AI courses of different colleges.
|Course Name||Top Colleges||Duration||Average Fees||Domain|
|BTech in Artificial Intelligence and Machine Learning||
||4 years||INR 1-2 lakh||Engineering|
Bachelor Machine Learning Courses Admissions
Admission in bachelor machine learning courses is mainly done through entrance exams. Some colleges might also accept the score of Class 12th merit.
- The top entrance exams for machine learning courses in India include JEE Main, SUAT, UPSEE, etc.
- The basic eligibility for the entrance exams is that the student must have passed in 12th from a recognized board of education.
- After clearing the exams, students need to appear in the counseling rounds conducted by the colleges individually.
If selected in counseling, students can deposit the fees and get admitted to the Machine Learning Courses.
Bachelor Machine Learning Courses Entrance Exams
The table below gives details of exams considered for admission in UG Machine Learning Courses in India.
|Entrance Exam||Registration Date||Exam Date|
|Amity JEE||Up to March 1, 2021||April 5, 2021, to May 1, 2021|
|SUAT||Up to Last week of May 2021||1st week of June 2021|
|JEE Main||Up to January 23, 2021 (closed)||February 23 – 26, 2021|
|UPSEE||Up to 3rd week of March 2021||1st week of May 2021|
Top Colleges for Bachelor Machine Learning Courses
|NIRF Ranking 2020||College Name||Location||Average Fees|
|15||Vellore Institute of Technology (VIT)||Chennai||INR 1,95,000|
|41||SRM Institute of Science and Technology||Kanchipuram||INR 2,60,000|
|56||Indraprastha Institute of Information Technology||Delhi||INR 3,60,000|
|87||Lovely Professional University||Phagwara||INR 1,96,000|
|129||Dehradun Institute of Technology (DIT)||Dehradun||INR 1,60,000|
|139||GH Raisoni College of Engineering||Nagpur||INR 1,65,701|
|167||University of Petroleum and Energy Studies||Dehradun||INR 2,17,500|
|196||Dr. DY Patil Institute of Technology||Pune||INR 1,01,769|
Most of these colleges offer AI courses including a great deal of focus on Machine Learning.
Master Machine Learning Courses
As machine learning is a specialized course, only a limited number of colleges offer a master's or PG degree in it. However, the machine learning course is being offered online through numerous websites in collaboration with reputed institutions.
- The duration of the PG courses is normally 2 years, but the duration of an online PG course may vary depending upon the website and university providing the course.
- The eligibility for master machine learning courses is possession of a bachelor’s degree in relevant stream, i.e. Computer Science.
Master Machine Learning Courses are usually pursued by the students who wish for a job or higher position in their job in the area of machine learning.
The average salary earned after completing such a course is INR 10-20 lakh.
Top PG Machine Learning Courses
|Course Name||Top Colleges||Duration||Average Fees|
|MTech in specialization with Machine Learning/Artificial Intelligence/Data Science||
||2 Years||INR 1,20,000|
Master Machine Learning Courses Admissions
Admissions to the master’s or PG machine learning courses are generally done through entrance exams.
- Top MTech entrance exams include GATE, VIMTEE, PGEE, etc. GATE is the most important of all these exams.
- Some colleges which accept such exam scores are IITs, VIT Vellore, IISc Bangalore, IIIT Hyderabad, etc.
Master Machine Learning Courses Entrance Exams
Details like the name of the entrance exams, exam date, conducting body and the mode of the examination are provided in the following table.
|Entrance Exam||Registration Date||Exam Date|
|GATE||October 08, 2020 (closed)||February 5-7 & 12-14, 2021|
|VITMEE||Up to 2nd week of May 2021||1st week of June 2021|
|PGEE||March 2021||April 2021|
Top Colleges for Master Machine Learning Courses
The colleges that offer machine learning courses at masters level are listed in the following table along with location and fees.
|NIRF Ranking 2020||College Name||Location||Annual Fees|
|8||IIT Hyderabad||Hyderabad||INR 2,00,000|
|15||Vellore Institute of Technology (VIT)||Chennai||INR 1,90,000|
|84||Chandigarh University||Mohali||INR 80,000|
|87||Lovely Professional University||Phagwara||INR 1,56,000|
|117||Jain University||Bangalore||INR 102,500|
|167||University of Petroleum and Energy Studies||Dehradun||INR 2,01,180|
|-||Sage University||Indore||INR 1,35,000|
|-||JK Lakshmipat University||Jaipur||INR 78,800|
|-||Galgotias University||Greater Noida||INR 77,000|
Doctorate Machine Learning Courses
Doctorate machine learning courses are chiefly meant for research purposes and to explore new realities in the field. As AI and ML are still in emerging phases, there is tremendous scope for research.
- PhD is now the only doctorate course in India. MPhil, which was a mixture of Masters and Doctorate, will now soon be discontinued, as stated in the National Education Policy (NEP) 2020.
- The duration of these courses is a minimum of 2 years, but can be extended up to 6 years, depending upon the research work and the thesis.
The average salary after these courses is variable and can be up to INR 20 lakh per annum.
Top PhD Machine Learning Courses
The doctoral programs offered in the Machine Learning courses are discussed in the following table. These courses offer you tremendous opportunities to discover ML and its aspects.
|Course Name||Top Colleges||Average Fees||Domain|
|PhD in Machine Learning||
||INR 40,000-50,000||Computer Science and Engineering|
|PhD in Data Analytics & Intelligence Research||
||INR 40,000-50,000||Artificial Intelligence|
|PhD Computer Science||
Doctorate Machine Learning Courses Admissions
Admissions to the doctorate machine learning courses are done based on merit marks obtained in the post-graduation degree.
- For getting a research fellowship from a well-known college, candidates must also clear the entrance exams like CBSE UGC NET, CSIR UGC NET, JRF etc.
- The basic eligibility for the doctorate course is the graduation in a master’s degree or in a PG Diploma degree.
Top Colleges For Doctorate Machine Learning Courses
Machine Learning Jobs
Jobs related to the machine learning course are considered to be one of the most sought-after roles in the fast-growing Indian software industry.
Some of the very popular jobs provided after the completion of machine learning courses are discussed in this section along with the description of the job and skills required for the job.
Machine Learning (ML) Engineer
Machine Learning (ML) Engineer is one of the most promising jobs in the field of artificial intelligence and data science. The role of the ML engineer is to develop and form the most effective self-learning ML applications through statistical analysis, and to fine tune the application based on the test results.
They are also required to run numerous ML experimentations through the usage of various languages like C, C++, Java, Python, etc.
Average Salary: INR 6-7 lakh
- System Design
- Software Architecture
- ML Algorithms
- Data Modelling
- Data Structures
A Data Scientist’s job is to collect, store, process, analyze and interpret large quantities of information or data through the usage of advanced techniques such as Artificial Intelligence, Machine Learning, Deep Learning, Big Data etc. It is a high-profile job, whose key role is to extract important business information from the valuable source of data.
Average Salary: INR 8-9 lakh
- Big Data platforms like Hadoop, Pig, Hive, Spark, Flume, etc.
The role of the NLP scientist is to make machines understand and interpret the natural languages spoken by humans. They must design and develop machines with the ability to recognize the speech patterns of human languages and also make the machines to translate the words spoken into other languages.
Average Salary: INR 9-10 lakh
- Teach machines to understand the nuances of human languages
- Fluency in spelling and grammar of at least one language
- Basic ML skills
Machine Learning Courses: Skills
Candidates looking for a job after their completion of a degree are expected to have additional skills to their name. The hiring company gives importance to the candidates with additional knowledge.
Some of the skills that are expected by most of the companies are discussed below. The courses that imply the skills to the people, syllabus of the course and possible jobs offered to the employee with the particular skill are also briefed in this section.
Programming or coding is a process of giving instructions to a computer system on how to carry out a particular piece of work with the usage of computer languages like programming languages.
Top Programming Courses
To gain a strong foundation on computer programming, the following courses listed below will be very useful for the candidates.
|Computer Science for Web Programming||edX||6 months||INR 11,862|
|Code Yourself! An Introduction to Programming||Coursera (Offered by The University of Edinburgh)||14 hours||Free|
|Computer Programming for Beginners||Udemy||2 hours (Approx.)||INR 720|
Programming Course Syllabus
The subjects covered in the programming courses that are mentioned above are listed collectively in this section.
|Programming Languages||Precision and Assumptions|
|Loops||Representation of Algorithms|
|Console||Algorithms and Sequence|
|Functions and Methods||Introduction to Scratch|
|Basic Programming Concepts||Iteration: Infinite Loops|
Programming Job Profiles
- Software Application Developer
- Web Developer
- Database Administrator
- Computer Programmer
- Computer Systems Analyst
Python is a high-level language which is utilized for general programming purposes. It is utilized for developing websites, GUI applications, web applications etc.
Top Python Courses
To gain a strong foundation on python, the following courses listed below will be very useful for the candidates.
|Introduction to Artificial Intelligence with Python||Harvard University in collaboration with edX||7 weeks||Free|
|Learn Python 2||Codecademy||25 hours||Free|
|2020 Complete Python Bootcamp: From Zero to Hero in Python||Udemy||22 hours (Approx.)||INR 700|
Python Course Syllabus
The subjects covered in the python courses that are mentioned above are listed collectively in this section.
|Python Setup||Modules and Packages|
|Python Comparison Operators||Advanced Python Modules|
|Python Statements||Web Scraping with Python|
|Python Decorators||Working with Images with Python|
|Python Generators||Emails with Python|
Python Job Profiles
- Python Developer
- Product Manager
- Data Analyst
- Data Journalist
Big Data is a type of method to deal with certain ways to analyze the data which are extracted from comparatively larger and more complex datasets through the aid of a conventional data processing software.
Top Big Data Courses
To gain a strong foundation on big data, the following courses listed below will be very useful for the candidates.
|The Ultimate Hands-On Hadoop - Tame your Big Data!||Udemy||15 hours (Approx.)||INR 700|
|Big Data Fundamentals||edX||14 weeks||INR 14,572|
|Big Data Specialization||Coursera||8 months||Free|
Big Data Course Syllabus
The subjects covered in the big data courses that are mentioned above are listed collectively in this section.
|Introduction to Big Data||Big Data Integration and Processing|
|The Basics of Working with Big Data||Clustering Big Data|
|Big Data Modeling and Management Systems||Graph Analytics for Big Data|
Big Data Job Profiles
- Data Scientist
- Data Engineer
- Data Analyst
- Database Manager
- Data Architect
Coursera Machine Learning Courses vs Udemy Machine Learning Courses
The various parameters of two different online platforms which provide machine learning courses in online mode are compared in the below table.
|Duration||44 hours||3 months (Approx.)|
|Created by||Super Data Science Team||Stanford University|
Machine Learning Courses: FAQs
Ques. Can I learn Machine Learning courses Online?
Ques. Which is the Free Machine Learning Online Course?
Ques. What is the duration of a Machine Learning Course?
Ques. How much does it cost to do a Machine Learning course?
Ques. Is it worth pursuing a Machine Learning course?
Ques. What is the average salary after completing a machine learning course?
Ques. Do I get a scholarship to pursue machine learning certifications?
Ques. Is there any background knowledge needed for a course in Big Data?
Ques. What are common algorithms that every machine learning engineer should know?