Machine Learning Courses, Online, Certification, Fees, Syllabus, Jobs 2021

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.

February 18: JEE Main 2021 Phase I (February) has been scheduled for February 23  – 26, 2021. Download Admit Card!

Machine learning courses are often provided with other languages like Python, Java, etc. Google AI is an important source to learn about Machine Learning and its various aspects. 

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

Popular Courses
  • Certificate: Includes numerous certification courses in machine learning along with various coding languages
  • PG Diploma: PG Diploma in Machine Learning and AI
  • UG: BTech in Artificial Learning and Machine Learning.
  • PG: MSc in Artificial Intelligence, MTech in AI and ML, etc.
  • Doctorate: PhD in Artificial Intelligence and related fields of Data Science.
Duration
  • Certificate: 3-6 months
  • PG Diploma: 12 months
  • UG: 4 years
  • PG: 2 years
  • Doctorate: Depends on research work
Eligibility
  • Certificate: Pass in 10+2 from a recognized board or Graduation in UG from a recognized University
  • Diploma & PG Diploma: Completed Class XII and Graduation/Diploma respectively
  • UG: Pass in 10+2 from a recognized board
  • PG: Graduation in UG from a recognized University with Computers as a main subject
  • Doctorate: Masters graduate with specialization in AI, Data Science or Machine Learning
Average Fees
  • Certificate: INR 360-2,00,000
  • PG Diploma: INR 1,00,000-3,00,000
  • UG: INR 1,00,000-2,00,000
  • PG: INR 1,00,000-5,00,000
Online Courses Available
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.
Average Salary
  • Certificate: INR 8-10 LPA
  • PG Diploma: INR 8-15 LPA
  • UG: INR 3-8 LPA
  • PG: INR 10-20 LPA
  • Doctorate: INR 8-12 LPA
Machine Learning Certification

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.

Certificate Name Provider Duration Fees
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
  • Great Lakes International University, Andhra Pradesh
  • Sharda University, Greater Noida
  • IIT Madras
  • IIIT Bangalore
INR 2,000-5,000

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

College Name Fees
Great Lakes International University, Andhra Pradesh INR 2,000 – 5,000
Sharda University, Greater Noida INR 2,000 – 5,000
IIT Madras INR 1,000
IIIT Bangalore INR 2,000 – 5,000
Diploma 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
  • NIELIT Calicut
  • NIELIT Gorakhpur
INR 35,000-40,000

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

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
  • Great Lakes International University
  • Sharda University
  • Amity University, Mumbai
  • Amity University, Gurgaon
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
117 Jain University Bangalore -
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

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
  • IIT Hyderabad
  • VIT Chennai
  • Chandigarh University
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.

Check More

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

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
  • IIT Gandhinagar
INR 40,000-50,000 Computer Science and Engineering
PhD in Data Analytics & Intelligence Research
  • IIT New Delhi
INR 40,000-50,000 Artificial Intelligence
PhD Computer Science
  • Shiv Nadar University, Greater Noida
  • Jaipur National University, Jaipur Christ University, Bangalore
INR 35,000-2,00,000 Engineering

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

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.

Average Salary

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

Skills Required

  • Mathematics
  • Statistics
  • Programming
  • System Design
  • Software Architecture
  • ML Algorithms
  • Data Modelling
  • Data Structures

Data Scientist

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

Skills Required

  • Mathematics
  • Statistics
  • Programming
  • Python
  • Big Data platforms like Hadoop, Pig, Hive, Spark, Flume, etc.

NLP Scientist

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

Skills Required

  • Teach machines to understand the nuances of human languages
  • Syntax
  • Fluency in spelling and grammar of at least one language
  • Basic ML skills
Machine Learning Courses: 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

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.

Course Provider Duration Fees
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
16 Beginner Programming Projects: Java, Python, JavaScript, C# Udemy 17 hours (Approx.) INR 700

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

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.

Course Provider Duration Fees
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

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.

Course Provider Duration Fees
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

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.

Parameters Udemy Cousera
Fees INR 360 Free
Student Rating 4.6 4.9
Enrollment 6,81,972 35,06,130
Duration 44 hours 3 months (Approx.)
Created by Super Data Science Team Stanford University
Machine Learning Courses: FAQs

Machine Learning Courses: FAQs

Ques. Can I learn Machine Learning courses Online?

Ans. Numerous certification courses are available online which have been taught by experts around the globe in this particular field. Students looking for courses with lower fees, good quality and study from home must give a try to the online courses.

Ques. Which is the Free Machine Learning Online Course?

Ans. Courses pursued in colleges normally take a higher amount of fees but it adds value to the course. Anyway, online websites like Udemy offer machine learning with considerably lower amounts of fees. And coursera also offers the course in free of cost for a limited period of time.

Ques. What is the duration of a Machine Learning Course?

Ans. Duration of the course varies in different levels, in UG Bachelor’s degree the duration is 4 years. In case of PG Master’s degree the duration is 2 years, and in certification courses the duration depends upon the website or the institution providing the course.

Ques. How much does it cost to do a Machine Learning course?

Ans. Fees of the course varies depending upon the institution which offers the course. Since it is a specialization course, the fees will be high normally, and if the course is offered in reputed institutions then fees will be much higher. Average fees range from INR 1-2 lakh at bachelor’s level.

Ques. Is it worth pursuing a Machine Learning course?

Ans. It is definitely worth pursuing a Machine Learning course as the job opportunities and salary offered are quite high when compared to other computer courses.

Ques. What is the average salary after completing a machine learning course?

Ans. The average salary ranges from INR 3-8 LPA for UG degree and from INR 10-20 LPA for PG degree, depending upon the experience and skill the candidate possesses.

Ques. Do I get a scholarship to pursue machine learning certifications?

Ans. Yes, websites like Coursera provide financial aid to students who pursue the online courses. Students need to fill an application form regarding the aid and will be notified if approved.

Ques. Is there any background knowledge needed for a course in Big Data?

Ans. No, previous experiences are not needed. Just the knowledge regarding how to install applications and how to utilize a virtual machine is necessary for doing the hands-on training in Big Data.

Ques. What are common algorithms that every machine learning engineer should know?

Ans. The common algorithms that every machine learning engineer should learn are Naïve Bayes Classifier Algorithm, K-Means Clustering Algorithm, Support Vector Machine Algorithm, Linear Regression, Logistic Regression, Artificial Neural Networks.

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