Machine Learning Courses: After 12th, Certification, Online, Syllabus, Colleges, Salary 20246

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Ishika Ray

Updated 3+ months ago

Machine Learning is one of the most opted courses in India after the 12th. This can account for the drastically increasing number of tech-related job openings in the country and the need for skilled professionals. Among the areas of Machine learning, Artificial Intelligence and Python are the areas which most students choose.

There are many Machine Learning courses offered by the Top Machine Learning Institutions in India both diploma as well as offline. A diploma in Machine learning and a Certificate in Machine Learning is among the most pursued courses. To pursue a machine learning course, one must complete at least 12th from a recognized board. Postgraduate and advanced diploma courses offer options for career advancements and increasing pay.

As per the popular job portal, Naukri, there are 31,190+ Machine Learning Jobs in India. Machine learning Scientists/Engineers, Data Scientists, Data Engineers, Tech lead ML Engineers, etc are some of the job openings in the field of machine learning. An ML Engineer in India earns an average of INR 7,26,438 in a year according to Payscale. 

Table of Contents

  1. Best Machine Learning Courses
  2. Machine Learning Courses

2.1 BTech Machine Learning

2.2 Amazon Machine Learning Courses

2.3 Machine Learning Course with Python

  1. Machine Learning Course for Beginners
  2. Data Science and Machine Learning
  3. Advanced Machine Learning Courses
  4. Machine Learning Certification
  5. Machine Learning Courses Free
  6. Machine Google Courses Online

8.1 Google

8.2 Coursera 

8.3 Udemy 

  1. Machine Learning Course Eligibility
  2. Artificial Intelligence and Machine Learning Courses in India

10.1 Bangalore

10.2 Hyderabad

10.3 Chennai

10.4 Kolkata

  1. Machine Learning Courses Skills
  2. Machine Learning Courses Scope
  3. Machine Learning Jobs

13.1 Machine Learning Recruiters

  1. Machine Learning Engineer: Salary

14.1 Degree-Wise Salary

14.2 Job Profile Wise Salary

  1. Machine Learning Courses: FAQs

Best Machine Learning Courses

Machine Learning is among the latest technologies which are creating an impact in numerous industries. Learning machine learning is among the best options for programmers. Coursera, Udemy, Pluralsight, Datacamp, Udacity, etc are some of the providers of the best machine learning courses. Check out the list of best machine learning courses in the table below. 

Course Name Providers Fees
Machine Learning A-Z™: Hands-on Python & R in Data Science Udemy INR 3,499
Deep Learning A-Z™: Hands-on Artificial Neural Networks Udemy INR 3,499
Python for Data Science and Machine Learning Bootcamp Udemy INR 3,499
Machine Learning, Data Science, and Deep Learning with Python Udemy INR 3,499
Machine Learning Crash Course Google Free
Machine Learning by Andrew Ng Coursera (Stanford University) Free Enrollment
Machine Learning Specialization Coursera Free Enrollment
Machine Learning Coursera Free Enrollment (INR 5,960 for Certification)
Deep Learning Specialization Coursera Free Enrollment (INR 3,696 for Certification)
Machine Learning with Python Coursera Free Enrollment (INR 2,942 per month for Certification)
Advanced Machine Learning Specialization Coursera Free Enrollment (INR 5,960 per month for Certification)
Introduction to Machine Learning Udacity Free
Machine Learning edX Free to Audit (INR 18,790 for Certification)
Introduction to Machine Learning Datacamp Free Subscription (INR 1,885 per month for Certification)
Introduction to Machine Learning for Coders Fast.ai Free
Understanding Machine Learning with Python Pluralsight Free 10 Days Trial (INR 1,499 per month for Certification)
How to Think About Machine Learning Algorithms Pluralsight Free 10 Days Trial (INR 1,499 per month for Certification)

Machine Learning Courses

The sections below discuss the popular machine learning courses in 2025. The machine learning course details have been mentioned below which include undergraduate, and postgraduate courses. Some of the best machine learning courses have been mentioned below. Aspirants can check out the best degree in machine learning as tabulated below. 

BTech Machine Learning

Amazon Machine Learning Courses

AWS is one of the best Machine Learning institutions which provide free Machine Learning training. AWS Machine Learning is one of the best Machine Learning courses. Check out the list of AWS Machine Learning courses in the table below:

Course Name Duration
Twitch Series: AWS Power Hour Machine Learning 8 hours
Machine Learning Essentials for Business and Technical Decision Makers 1.5 hours
Exam Readiness: AWS Certified Machine Learning - Specialty 4.5 hours
Introduction to Machine Learning 30 minutes
Building a Learning-Readyng Ready Organization 30 minutes

Machine Learning Course with Python

Python is one of the best programming languages for Machine Learning and has various applications in the field of machine learning and data science. Udemy, Coursera, Great learning, edX, Freecodecamp, etc best providers of Python for Machine Learning Courses. Here is a list of some of the best Machine Learning Courses with Python

Course Name Duration Fees
The Complete Machine Learning Course with Python- Udemy 17.5 hours INR 3,499
Machine Learning with Python- Coursera 22 hours Free Enrollment
Python for Machine Learning- MyGreatLearning 1.5 hours Free
Machine Learning with Python: A Practical Introduction 5 weeks (4-6 hours/ week) Free to Audit (INR 7,471 for certification)
Machine Learning with Python- freeCodeCamp Self-paced Free
IBM Machine Learning with Python 3 hours -

Machine Learning Course for Beginners

Machine Learning courses for beginners are offered by numerous platforms/ institutions, keeping in mind the need for strong foundations for beginners in machine learning and cover subjects such as Introduction to Machine Learning, Probability, Statistics, Linear Algebra, Calculus, ML Algorithms, Applied ML process, Python for ML, and more. Simplilearn’s ‘Learn the Basics of Machine Learning is one of the best Machine Learning Courses for Beginners. Check out the list of best Machine Learning courses for beginners in the table below.

Course Name Providers Fees
Learn the Basics of Machine Learning Simplilearn Free
Basics of Machine Learning GreatLearning Free
Introduction to Machine Learning Course Udacity Free
Introduction to Machine Learning for Data Science Udemy INR 3,499
Machine Learning- From Basics to Advanced Udemy INR 3,499
Machine Learning Practical Workout | 8 Real-World Projects Udemy INR 3,499
Machine Learning Certification Course for Beginners Analytics Vidhya Free

Data Science and Machine Learning

Data Science and Machine Learning are the growing technologies of the 21st century and have driven computer science students to big organizations crazy over it. Some of the top data statistics for companies are as follows; Google processes 20 Petabytes per day, Facebook has 2.5 PB of user data 15 TB per day, eBay has 6.5 PB of user data and 50 TB per day, CERN’s Large Hadron Collider (LHC) generates 15 PB a year. 

  • While Data Science deals with converting raw data into critical business matters, machine learning focuses on giving computers the capacity to learn without being explicitly programmed to do so.
  • Data Science covers the entire analytics universe while machine learning is a combination of machine and data science.
  • Data Science deals with data, while machine learning utilizes data science techniques to learn about the data.
  • In short, Data Science is a broad term for multiple disciplines while machine learning fits within Data Science.
  • Data gathering, data manipulation, data cleaning, etc are some of the data science operations while Machine Learning is of three types; supervised, unsupervised, and reinforcement learning.

Advanced Machine Learning Courses

Advanced machine learning courses cover more advanced and diverse topics with the main focus on artificial intelligence or machine learning. Here is a list of advanced machine learning courses, for your reference.

Course Name Providers Fees
Machine Learning by Georgia Institute of Technology Udacity Free
Machine Learning by Stanford University Coursera Free enrollment, INR 5,998
Advanced Machine Learning Specialization Coursera INR 5,960 per month
Learning from Data – Machine Learning Course Caltech Free
Machine Learning Fundamentals EdX Free, INR 26,598 (Optional Upgrade)
Machine Learning and AI: Support Vector Machines in Python Udemy INR 1,299
Machine Learning A-Z™: Hands-on Python & R in Data Science Udemy INR 3,499

Machine Learning Certification

Machine Learning covers numerous algorithms and techniques under its umbrella. Machine Learning Certifications assess your skills and areas of expertise in machine learning. Tabulated below is a list of top Machine Learning certifications that can help you grow your portfolio and career.

Certification Name Providers Fees
Professional Certificate Program in Machine Learning & Artificial Intelligence MIT INR 24,676
Certificate in Machine Learning Stanford University INR 5,998
IBM Machine Learning Professional Certificate Coursera INR 2,961 per month
Machine Learning Certificate EdX (Harvard University) INR 7,524
Professional Machine Learning Engineer Google INR 15,186
AWS Certified Machine Learning AWS INR 30,372

Free Machine Learning Course

Numerous platforms providers platforms provide various free Machine Learning courses. Udemy, Coursera, FreeCodeCamp, etc are among the prominent providers of free machine learning courses. The table below is a list of some best free Machine Learning Courses.

Course Name Providers Duration
Machine Learning by Andrew Ng Coursera 61 hours
Deep Learning Prerequisites: The Numpy Stack in Python V2 Udemy 2 hours
Practical Machine Learning with Scikit-Learn Udemy 1 hour 7 minutes
Learn Keras: Build 4 Deep Learning Applications Udemy 1 hour 30 minutes
What is Machine Learning? Udemy 2 hours
The Top 5 Machine Learning Libraries in Python Udemy 1 hour 30 minutes
Learn Machine Learning Algorithms, Software, Deep Learning Udemy 1 hour
Scikit-Learn FreeCodeCamp 3 hours
Machine Learning Full Course Edureka 10 hour

Machine Learning Courses Online

Machine Learning courses are offered online for the short term, certification, and numerous other courses. Some of the providers of online machine learning courses include Simplilearn, IIT Madras, Coursera, Udemy, EdX, etc. Online courses are usually short-term, ranging from a few days to up to 1 year, with more flexibility as compared to classroom courses with fees of up to INR 85,000. Check out the list of the best machine learning online courses in the table below.

Course Name Providers Fees
Machine Learning Certification Course Simplilearn INR 22,500
Machine Learning Course Online Intellipaat (IIT Madras) INR 85,044
Machine Learning with Python: A Practical Introduction edX Free auditing/ INR 7,524
Amazon SageMaker: Simplifying Machine Learning Application Development AWS on edX Free audit/ INR 7,524
Professional Certificate in Machine Learning and Finance edX INR 1,21,440
Machine Learning Fundamentals edX INR 26,598
Machine Learning A-Z™: Hands-On Python & R In Data Science Udemy INR 3,499
Python for Data Science and Machine Learning Bootcamp Udemy INR 3,499
Machine Learning Crash Course Google Developers -
Machine Learning Specialization Coursera INR 2,961

Machine Learning Courses by Google

Google Developers and Google Cloud offers machine learning courses to impart the knowledge of machine learning to its students. You can enroll in Google Machine Learning courses for free. Check out the list of Machine Learning Courses by Google.

Course Name Platform Duration
Machine Learning Crash Course Google Developers 15 hours
Machine learning and artificial intelligence Google Cloud Self-paced
Advanced Solutions Lab Google Cloud 4 weeks
Google Cloud Solutions II: Data and Machine Learning Google Cloud 5 hours
Advanced ML: ML Infrastructure Google Cloud 8 hours
Intermediate ML: TensorFlow on Google Cloud Google Cloud 5 hours

Machine Learning Courses on Coursera

Coursera is among the best platforms for Machine Learning courses, top providers of Machine Learning courses including IBM, Harvard University, NYU and more offer their courses Coursera Coursera. Moreover, Coursera provides a free enrollment option for its courses and one can audit most of the courses for free. Check out the list of Machine Learning Courses on Coursera.

Course Name Duration Fees
Machine Learning by Andrew Ng 61 hours Free
Master of Science in Machine Learning and Data Science 24 months INR 14,83,514
Machine Learning Specialization 7 months (3 hours/ week) INR 2,961
Machine Learning Engineering for Production (MLOps) Specialization 4 months (6 hours/ week) INR 2,961
Structuring Machine Learning Projects 9 hours Free

Machine Learning Courses on Udemy 

There are over 650 machine learning courses on Udemy, one of the value-for-money courses. Pursuing the right courses can give you the results you desired. Given below is the table are some oUdemyest Udemy’s machine learning courses for your reference. 

Course Name Duration Fees
Machine Learning A-Z™: Hands-On Python & R In Data Science 44.5 hours INR 3,499
Python for Data Science and Machine Learning Bootcamp 25 hours INR 3, 499
Machine Learning, Data Science and Deep Learning with Python 15.5 hours INR 3,499
Data Science and Machine Learning Bootcamp with R 18 hours INR 3,499
Introduction to Machine Learning for Data Science 5.5hours INR 3,488
Deep Learning Prerequisites: Linear Regression in Python 6.5 hours INR 3,499
Bayesian Machine Learning in Python: A/B Testing 10.5 hours INR 3,499
DP-100: A-Z Machine Learning using Azure Machine Learning 26.5 hours INR 3,499
Scala and Spark for Big Data and Machine Learning 10 hours INR 3,499
AWS Certified Machine Learning Specialty (MLS-C01) 17.5 hours INR 3,499

Machine Learning Course Eligibility

The machine learning eligibility for Machine Learning is different for different courses, depending on the type of course, level, duration, institution, etc. However, to pursue a machine learning course, you must pass class 12th from a recognized board. The detailed machine learning eligibility criteria for various machine learning courses are given below:

  • Students who have passed class 12th from a recognized board or graduated from a recognized university are eligible for machine learning certificate courses.
  • To pursue a diploma in machine learning courses, one must pass class 12th, while for a PG Diploma course, one must complete graduation in a relevant discipline. 
  • To pursue a Bachelor's in Machine learning or relevant bachelor's courses, one must pass class 12th from a recognized board with a minimum of 50% marks.
  • To pursue a Master's and other PG courses in Machine Learning, one must complete graduation degree courses in relevant disciplines from recognized universities.

Artificial Intelligence and Machine Learning Courses in India

Artificial Intelligence and Machine learning are closely related to each other and the topics covered sometimes overlap. There are various Artificial Intelligence and Machine Learning courses offered at various levels. Check out the list of Artificial Intelligence and Machine Learning Courses in India in the table below. 

Course Name Provider Fees
Post Graduate Programme in Artificial Intelligence and Machine Learning BITS Pilani INR 2,45,000
B.E. CSE (Hons.) in Artificial Intelligence and Machine Learning in association with IBM Chandigarh University INR 1,21,000
Advanced Certification Program in AI/ML IIT Hyderabad INR 2,00,000=
Post Graduate Diploma in AI & Machine Learning IIIT Lucknow INR 1,50,000
Master of Science in Machine Learning & AI IIIT Bangalore on UpGrad INR 4,99,000
Smart Pro Artificial Intelligence & Machine Learning Aptech Learning INR 62,500
Executive PG Programme in Machine Learning & AI IIIT Bangalore through Upgrad INR 2,99,000
Post Graduate Certificate Programme in AI and Machine Learning IIM Kashipur INR 1,60,000
Masters in Artificial Intelligence and Machine Learning Careerera -
IIM Kozhikode Post Graduate Certificate Programme in Artificial Intelligence & Machine Learning IIM Kozhikode INR 3,12,000

Machine Learning Courses in India

Machine Learning courses in India are offered by various reputed institutions across India. IIIT Bangalore, IIT Madras, BITS Pilani, Chandigarh University, etc are some of the providers of Machine Learning courses in India. Here is a list of Machine Learning Courses in India along with their providers and fees.

Course Name Providers Fees
PG Diploma in Machine Learning and AI IIIT B through Upgrad INR 3,99,000
Advanced Certificate Programme in Machine Learning & Deep Learning IIIT Bangalore INR 99,000
Advanced Certification in Machine Learning and Cloud IIT Madras INR 2,00,000
Certificate Programme in Data Science & Machine Learning IIT Delhi INR 1,25,000
PG Certification in AI and Machine Learning MNIT Jaipur INR 85,044
Post Graduate Programme in Artificial Intelligence and Machine Learning BITS Pilani INR 2,45,000
Foundations of Artificial Intelligence and Machine Learning IIIT Hyderabad INR 2,00,000

Machine Learning Course in Bangalore

Here is a list of Machine Learning Courses in Bangalore.

Course Name Providers Fees
Machine Learning Training Course in Bangalore Simplilearn INR 22,500
Machine Learning Course Training in Bangalore ExcelR -
Machine Learning Training Course in Bangalore IIT Madras through Intellipat INR 85,044
Machine Learning Course in Bangalore Inventateq -
PG Diploma in Machine Learning and AI IIIT B via UpGrad INR 3,99,000
Advanced Certificate Programme in Machine Learning & Deep Learning IIIT B via UpGrad INR 99,000
Advanced Certificate Programme in Machine Learning & NLP IIIT B via UpGrad INR 99,000
Master of Science in Machine Learning & AI IIIT B in association with LJMU on UpGrad INR 4,99,000

Machine Learning Course in Hyderabad

Check out the list of Machine Learning Courses in Hyderabad.

Course Name Providers Fees
Machine Learning Course in Hyderabad Simplilearn INR 22,500
Machine Learning Course Training in Hyderabad ExcelR -
Machine Learning Course Training in Hyderabad 360 DigiTMG -
Machine Learning Training Course in Hyderabad IIT Madras via Intellipaat INR 85,044
Machine Learning Course in Hyderabad Datamites INR 23,437
Machine Learning Course in Hyderabad Sulekha -
Machine Learning with Python Training in Hyderabad Edureka INR 17,995

Machine Learning Course in Chennai

The table below is a list of Machine Learning Courses in Chennai.

Course Name Providers Fees
Machine Learning Training Course in Chennai Simplilearn INR 22,500
Machine Learning Training in Chennai Green Technology INR 10,000
Machine Learning Course in Chennai Besant Technologies -
Machine Learning Course in Chennai FITA -
Python with Machine Learning Training in Chennai ACTE -
Online Machine Learning Training Course in Chennai IIT Madras via Intellipaat INR 85,044

Machine Learning Course in Kolkata

Check out the list of Machine Learning courses in Kolkata. 

Course Name Providers Fees
Machine Learning Course in Kolkata Simplilearn INR 22,500
Machine Learning Training in Kolkata - CMLP Indian Cyber Security Solutions INR 14,000
Machine Learning & AI Course in Kolkata Upgrad Varies depending on the program
Machine Learning and AI Course in Kolkata Databrio Academy -
Machine Learning with Python Training in Kolkata Knowledgehut INR 28,800

Machine Learning Courses in the USA

The USA is among the best places for Machine learning professionals and attracts aspirants with a whopping average salary of INR 99,59,000 in a year. There are 1,53,000+ job openings till now with 8,000+ new job openings. Moreover, numerous universities offer Machine Learning courses for aspiring candidates mostly at the master's level. Check out the list of Machine Learning courses in the USA.

Course Name Providers Fees
Master of Science in Operations Research - Machine Learning and Artificial Intelligence Columbia University INR 71,31,693
Master of Science in Machine Learning Carnegie Mellon University -
Computer Science MS with Specialization in Machine Learning Cornell University INR 22,37,309
Master of Science in Computer Science With Specialization in Machine Learning Georgia Institute of Technology INR 29,01,604
Data Analytics & Machine Learning Master’s Programs Duke University -
Master of Science in EECS with a Specialization in Machine Learning Massachusetts Institute of Technology -
MS in Artificial Intelligence Boston University -

Machine Learning Courses: Skills Required

After successful completion of the Machine Learning course and before jumping onto the bandwagon of Machine Learning Engineers, there are certain sets of skills that should be inculcated by a Machine Learning Engineer. 

Some of the basic sets of skills a Machine Learning Engineer should inculcate are mentioned below.

  • 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.
  • Learning Software like Python, and C++: Software like Python, and C++ is frequently used in Machine Learning Engineering. To make a mark in this vertical one should be well-versed in this software.
  • 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 conventional data processing software.

Apart from the above-mentioned skills some of the other skill sets required to become an expert in Machine Learning Courses are tabulated below for your reference: 

Knowledge in Applied Mathematics Data Modeling and Evaluation
Neural Networks Knowledge in Computer Science Fundamentals and Programming
Natural Language Processing Communication Skills

Scope After Machine Learning Course

Below mentioned table discusses the job profiles along with the job descriptions one can be offered post completing this course:

Top Jobs

Job Profiles Job Descriptions
Software Engineer A Software Engineer is responsible for improving system qualities, identifying software patterns, and developing standard operating procedures. He is also responsible for maintaining and improving existing codebases
Software Developer The role of a software developer involves modifying software to fix errors, adapt it to new hardware, improve its performance, etc. He is also responsible for software programming and documentation development
Computational Linguist The job of Computational Linguist is responsible for building systems that can perform tasks such as speech recognition, speech synthesis, machine translation, grammar checking, etc.
Data Scientist A data scientist extracts, analyses, processes, and models data then interpret the results to create an actionable plan for companies and other organizations
Machine Learning Engineer They are sophisticated programmers who develop systems and machines that learn and apply knowledge without having any specific lead or direction.

Machine Learning Jobs

Job Profile Average Salary (INR)
Software Engineer 6,00,000 - 12,00,000
Software Developer 5,00,000 - 12,00,000
Computational Linguist 3,00,000 - 6,00,000
Data Scientist 6,00,000 - 27,00,000
Machine Learning Engineer 5,00,000 - 10,00,000

Machine Learning Recruiters

Ideas2IT Technologies Oneture Technologies
NeenOpal Inc Mrmmbs Vision. Web and Mobile App
Day one Technologies Knoldus Inc
SPEC INDIA Reckonsys

Machine Learning Courses: Salary

The table below mentions the salary after a Machine Learning course as per degree, course level and job role.

Degree Wise Salary

Degree Courses Average Salary (INR)
Certificate Courses 8,00,000 - 10,00,000
Diploma Courses 8,00,000 - 15,00,000
Undergraduate Courses 3,00,000 - 8,00,000
Postgraduate Courses 10,00,000 - 20,00,000

Job Profile Wise Salary

Job Profile Average Salary (INR)
Software Engineer 6,00,000 - 12,00,000
Software Developer 5,00,000 - 12,00,000
Computational Linguist 3,00,000 - 6,00,000
Data Scientist 6,00,000 - 27,00,000
Machine Learning Engineer 5,00,000 - 10,00,000

Machine Learning Courses: FAQs

Ques. What is Machine Learning?

Ans: Machine Learning is a subset of Artificial Intelligence. Machine Learning applications develop and learn without the intervention of humans when they are exposed to a new dataset. 

Ques. What are the different types of Machine Learning?

Ans: Machine Learning is divided into three subsets: Supervised Learning, Unsupervised Learning, and Reinforcement Learning. 

Ques. Which is the best programming language for Machine Learning?

Ans: Python is the ideal programming language for Machine Learning due to the large libraries that are available. Python is an ideal programming language for Data Analysis, Data Mining, and it supports a number of Machine Learning models and algorithms such as classification, clustering, regression, and dimensionality reduction. 

Ques. What is the average salary of a Machine Learning Engineer? 

Ans: The average salary of a Machine Learning Engineer in India ranges from INR 3 – 20 lakhs per annum.

Ques. What are common algorithms that every Machine Learning engineer should know?

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

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