10 Best Machine Learning Courses and Certifications (Free & Paid)

- By K Swapnil Raju

Learn Machine Learning from well-established universities across the world, instructed by world-class professors. Attain a Machine Learning certification from world-renowned universities in collaboration with Great Lakes Executive Learning.

Great Learning provides you with the best Machine Learning courses and placement assistance to assist you in your successful career path. Great Learning has 400+ hiring partners globally.

Great Learning Academy offers you top Machine Learning certification courses for free.

Machine Learning is a branch or an application of Artificial Intelligence. It studies computer algorithms and learns from data to build applications by improving their performance and accuracy without being programmed manually over a specific time period.

We teach learners the latest emerging technologies in our Machine Learning courses, such as Machine Learning, Artificial Intelligence, Data Science, Deep Learning, and many more. These technologies are used in most of the current sectors, like IT, healthcare, banking and finance, government services (defence, airspace, etc.), e-commerce, and so on.

According to the research by PayScale, the average pay scale of a Machine Learning Engineer is Rs. 6,94,729 per annum in India. The salary ranges from Rs. 3.5 lakh to Rs. 20 lakh per annum. Machine Learning is considered one of the highest-paid professions across the world.

So without further delay, let’s explore the top machine learning courses offered by Great Learning and Great Learning Academy.

1. PG Program in Artificial Intelligence and Machine Learning (Online: Paid)

Learn Artificial Intelligence and Machine Learning online from India’s best Machine Learning course and build a successful career in these technologies. This course offers you a post-graduate program in Artificial Intelligence and Machine Learning from the University of Texas at Austin, collaborating with Great Lakes Executive Learning.

Why Choose This Program?

  • The program provides a comprehensive curriculum designed by world-class faculty from Great Lakes and The University of Texas at Austin-McCombs
  • The curriculum covers all core subjects, like Python fundamentals and its libraries such as NumPy, Keras, TensorFlow, Matplotlib, and much more
  • You will learn statistics required for exploratory data analysis
  • You will master Machine Learning techniques, like Supervised Learning, Unsupervised Learning, Decision Trees, Random Forests, etc.
  • Also, learn Artificial Intelligence techniques, like Neural Networks, Deep Learning, Computer Vision, Natural Language Processing (NLP), and many more
  • Execute hands-on capstone projects under the guidance of industry experts

Course Features

  • Course Type: You will receive one-on-one personalized weekly online mentoring sessions
  • Course Eligibility:
  • Open to learners who possess a Bachelor’s degree in computer science fields (Minimum of 50% aggregate marks or equivalent)
  • Working professionals in technology-related industries
  • Course Duration: This program is for 12 months and provides you with 225+ hours of online learning content
  • Course Fees: Rs. 2,40,000/- + GST. The program also includes monthly instalments with zero cost EMI and EMI plans and scholarships upto Rs. 25,000/-
  • Batch Start Date: Online sessions from 25th April 2021
  • Career Assistance: This program guides you in building your professional resume, conduct mock interviews to make you job-ready, individual doubt-resolving sessions with industry experts, and 30+ practical case studies guided by industry experts

2. PG Program in Artificial Intelligence and Machine Learning (Classroom: Paid)

Learn Artificial Intelligence and Machine Learning in the classroom from India’s best Machine Learning course and build a successful career in these technologies. This course offers you a post-graduate program in Artificial Intelligence and Machine Learning from the University of Texas at Austin, collaborating with Great Lakes Executive Learning.

Why Choose This Program?

  • The program provides a comprehensive curriculum designed by world-class faculty from Great Lakes and The University of Texas at Austin-McCombs
  • The curriculum covers all core subjects, like Python fundamentals and its libraries such as NumPy, Keras, TensorFlow, Matplotlib, and much more
  • You will learn statistics required for exploratory data analysis
  • You will master Machine Learning techniques, like Supervised Learning, Unsupervised Learning, Decision Trees, Random Forests, etc.
  • Also, learn Artificial Intelligence techniques, like Neural Networks, Deep Learning, Computer Vision, Natural Language Processing (NLP), and many more
  • Execute hands-on capstone projects under the guidance of industry experts

COVID-19 Safety Measures

The university follows strict COVID-19 guidelines to ensure learners’ safety. Some measures are as follows:

  • Less intake with a limited number of students per one classroom
  • The classrooms are sanitised adequately before and after classes
  • Frequent temperature checks are conducted for every student and faculty before classes
  • Masks, gloves, and sanitisers are available in every classroom for all students and faculty
  • The program also offers you an option to transfer to live virtual classes in case of any insecurities during the program

Course Features

  • Course Type: You will receive in-depth weekend classroom sessions with Artificial Intelligence and Machine Learning experts
  • Course Eligibility:
  • Open to learners who possess a Bachelor’s degree in computer science fields (Minimum of 50% aggregate marks or equivalent)
  • Working professionals in technology-related industries
  • Course Duration: This program is for 12 months and provides you with 250+ hours of classroom learning and labs experience
  • Course Fees: Rs. 3,60,000/- + GST. The program also includes monthly instalments with zero cost EMI and EMI plans and scholarships upto Rs. 25,000/-
  • Batch Start Date: You can attend classes from Delhi, Mumbai, Pune, Bangalore, Hyderabad, and Chennai, and batch start dates will be announced soon
  • Career Assistance: This program guides you in building your professional resume, conduct mock interviews to make you job-ready, individual doubt-resolving sessions with industry experts, and 15+ hands-on projects recommended by industry experts

3. PG Program in Machine Learning (Online: Paid)

Learn Machine Learning online from the University of Texas at Austin and Great Lakes Executive Learning, which offers the top Machine Learning certification courses.

Why Choose This Program?

  • The program provides a comprehensive and exhaustive curriculum designed by world-class faculty from Great Lakes and The University of Texas at Austin-McCombs
  • The curriculum covers all major subjects, like Python basics and its libraries such as NumPy, Keras, TensorFlow, Matplotlib, and much more
  • This program will teach you statistics required for exploratory data analysis
  • This program will also teach you various Machine Learning techniques, like Supervised Learning, Unsupervised Learning, Decision Trees, Random Forests, etc.
  • Execute hands-on capstone projects under the guidance of industry experts

Course Features

  • Course Type: You will receive one-on-one personalized weekly online mentorship sessions
  • Course Eligibility:
  • Open to learners who possess a Bachelor’s degree in computer science fields (Minimum of 50% aggregate marks or equivalent)
  • Working professionals in technology-related industries
  • Course Duration: This program is for 7 months and provides you with 160+ hours of online learning content
  • Course Fees: Rs. 1,50,000/- + GST. The program also includes EMI plans
  • Batch Start Date: Online sessions from 25th April 2021
  • Career Assistance: This program guides you in building your professional resume, conduct mock interviews to make you job-ready, individual doubt-resolving sessions with industry experts, and 20+ practical case studies guided by industry experts

4. PG Program in Artificial Intelligence for Leaders (Online: Paid)

Learn Artificial Intelligence and Machine Learning online from the University of Texas at Austin and Great Lakes Executive Learning, which offers the best Artificial Intelligence course for senior professionals.

Why Choose This Program?

  • The program provides a comprehensive and exhaustive curriculum designed by world-class AI faculty from Great Lakes and The University of Texas at Austin-McCombs
  • The curriculum covers everything you need to learn about Artificial Intelligence
  • This program will teach you Business Applications of AI, Neural Networks, Data Visualization, etc.
  • This program will also teach you various Machine Learning techniques, like Supervised Learning, Unsupervised Learning, Decision Trees, Random Forests, etc.
  • You will learn Deep Learning for Computer Vision and NLP
  • Execute hands-on capstone projects under the guidance of industry experts

Course Features

  • Course Type: You will learn through live virtual sessions
  • Course Eligibility: This AI course is designed for senior working professionals who have at least 8 years of work experience
  • Course Duration: This program is for 4 months and provides you with 75+ hours of an overall learning
  • Course Fees: Rs. 1,50,000/- + GST
  • Batch Start Date: Online sessions from 9th May 2021
  • Career Assistance: This program provides you with individual doubt-resolving sessions with industry experts, mentorship, and 5+ real-world industry-relevant projects guided by professionals

5. Python for Machine Learning (Online: Free)

Partake in the best Python for Machine Learning free course from Great Learning Academy. At the successful completion of the course, you will receive a Python for Machine Learning certificate from Great Learning Academy.

Why Choose This Course?

  • The course provides you with all the Python concepts from basic to intermediate levels
  • This course will teach you Python libraries, NumPy and Pandas used for Machine Learning

Course Features

  • Course Type: Self-paced online learning
  • Course Eligibility: Open to everyone and must be familiar with basic Python fundamentals
  • Course Duration: 1 hour of video content and 1 Quiz
  • Course Fees: Free

6. M.Tech in Data Science and Machine Learning (Classroom: Paid)

Partake in the top Data Science and Machine Learning certification course in the weekend classroom sessions from Karnataka’s #1 University. At the successful completion of the course, you will receive an M.Tech degree in Data Science and Machine Learning from PES University, Karnataka.

Why Choose This Program?

  • The program provides an extensive and comprehensive curriculum with weekend classroom lectures taught by top-ranked senior professors
  • The curriculum begins with Python programming, which includes NumPy and Pandas
  • This program will teach you database concepts with SQL and statistics required for exploratory data analysis
  • This program will also lecture you on various Machine Learning techniques, like Supervised Learning, Unsupervised Learning, Decision Trees, Random Forests, etc.
  • Execute hands-on assignments and projects on numerous Data Science and Machine Learning tools and techniques
  • Attain dedicated career assistance with job opportunities shared by 500+ companies

Course Features

  • Course Type: Immersive weekend classroom learning sessions
  • Course Eligibility: Learners must have 2+ years of work experience and at least 50% in the undergraduate degree
  • Course Duration: 2 years
  • Course Fees: Rs. 5,90,000/- and the program also includes monthly instalments with EMI and scholarships upto Rs. 50,000/- for merit candidates
  • Batch Start Date:
  • Bangalore: 17th April 2021 (Limited Seats Available)
  • Bangalore: July 2021 (Applications Open)

7. Data Science and Machine Learning: Making Data-Driven Decisions (Online: Paid)

Enrol in one of the best Machine Learning courses with Data Science from the world #1 university, Massachusetts Institute of Technology (MIT). Successfully completing the course will award candidates with the Data Science and Machine Learning Certification from MIT.

Why Choose This Program?

  • The program provides a broad curriculum with online recorded lectures that was taught by award-winning MIT professors
  • The curriculum begins with Python programming (NumPy, Pandas, and Data Visualization) and Statistics for exploratory data analysis
  • Next, you will learn Machine Learning techniques, like Clustering, Supervised Learning, Unsupervised Learning, Regression, Decision Trees, Random Forests, etc.
  • Later, you will also learn Deep Learning, Recommendation Systems, Networking, Graphical Models, and Predictive Analysis
  • Execute 20+ hands-on projects and case studies on numerous Data Science and Machine Learning tools and techniques

Course Features

  • Course Type: Recorded online lectures from award-winning MIT professors
  • Course Eligibility: Anyone with knowledge of computer science and statistics
  • Course Duration: 10 weeks
  • Course Fees: USD 1,700, and the program also includes instalments
  • Batch Start Date: Dates will be announced soon
  • Career Assistance: Receive live mentorship from professional Data Science and Machine Learning practitioners and attain guidance to build your Data Science and Machine Learning Portfolio

8. M.Tech (Computer Science and Engineering) with additional specialization in Data Science and Machine Learning (Classroom: Paid)

Secure a Master of Technology (M.Tech) degree in Computer Science and Engineering (CSE) from India’s top-ranked university, SRM Institute of Science and Technology, Chennai. This program also provides you with specialization in Data Science and Machine Learning.

Successfully completing the program will award candidates with an M.Tech degree in Computer Science and Engineering (CSE) and a specialization certificate in Data Science and Machine Learning from SRM University

Why Choose This Program?

  • The program provides a comprehensive curriculum with weekend classroom lectures at SRM main campus, Kattankulathur, taught by top-ranked faculty
  • The curriculum begins with Python programming (NumPy, Pandas, etc.) and Statistics for exploratory data analysis
  • This program will teach you database concepts with SQL
  • Next, you will learn Machine Learning techniques (Supervised Learning, Unsupervised Learning, etc.) and Data Visualization using Tableau
  • Later, you will learn Deep Learning and Big Data Analytics
  • Execute hands-on assignments and projects on various Data Science and Machine Learning tools and techniques

Course Features

  • Course Type: You will receive immersive weekend classroom learning sessions by top-ranked faculty at SRM University
  • Course Eligibility: A primary degree or equivalent in B.E / B.Tech; (or) M.Sc. (or) MCA; with a minimum aggregate of 60%
  • Course Duration: This program is for 2 years
  • Course Fees: Rs. 4,50,000/- and the program also includes instalments
  • Batch Start Date: Chennai: Jan 2021 and June 2021, but the admissions are closed currently
  • Career Assistance: The program offers you dedicated career assistance with job opportunities shared by 500+ companies, interview preparation workshops, and mentorship programs from industry experts

9. M.Tech (Big Data Analytics) with additional specialization in Data Science and Machine Learning (Classroom: Paid)

Secure a Master of Technology (M.Tech) degree in Big Data Analytics from India’s top-ranked university, SRM Institute of Science and Technology, Chennai. This program also provides you with specialization in Data Science and Machine Learning.

Successfully completing the program will award candidates with an M.Tech degree in Big Data Analytics and a specialization certificate in Data Science and Machine Learning from SRM University.

Why Choose This Program?

  • The program provides a comprehensive curriculum with full-time classroom lectures at SRM main campus, Kattankulathur, taught by top-ranked faculty
  • The curriculum begins with Data Analytics and Statistics
  • Next, you will learn Big Data technology, including Hadoop, NoSQL, Spark, Kafka, etc.
  • Later, you will learn Machine Learning techniques, like Clustering, Supervised Learning, Unsupervised Learning, Decision Trees, Random Forests, etc.
  • This program will now teach you how to implement Python and Deep Learning for Data Analytics
  • Next, you will be lectured on implementing NLP and SQL
  • Lastly, execute hands-on assignments and projects on various Data Science and Machine Learning tools and techniques

Course Features

  • Course Type: You will receive immersive full-time classroom learning sessions by top-ranked professors at SRM University
  • Course Eligibility: A primary degree or equivalent in B.E / B.Tech; (or) M.Sc. (or) MCA; with a minimum aggregate of 60%
  • Course Duration: This program is for 2 years
  • Course Fees: Rs. 5,00,000/- and the program also includes instalments
  • Batch Start Date: Chennai: Jan 2021, but the admissions are closed currently
  • Career Assistance: The program offers you dedicated career assistance with job opportunities shared by 500+ companies with placement assistance and also an internship of 6 months

10. Basics of Machine Learning (Online: Free)

Enrol in one of the top Machine Learning certification courses for free from Great Learning Academy. At the successful completion of the course, you will receive a Basics of Machine Learning certificate from Great Learning Academy.

Why Choose This Course?

  • The course begins with an introduction to Machine Learning that covers all the fundamentals
  • Next, this course will teach you Linear Regression in Machine Learning

Course Features

  • Course Type: Self-paced online learning
  • Course Eligibility: Open to everyone and should be familiar with basic Python fundamentals
  • Course Duration: 2 hours of video content and 1 Quiz
  • Course Fees: Free

This pretty much concludes the article on the 10 best Machine Learning courses and certifications. We hope you are clear about the Machine Learning courses offered by Great Learning. If you have any queries or are interested in any of the programs mentioned earlier, please feel free to contact us by visiting the program page you want to enroll. Our team will revert to you at the earliest.

Thank you, and Happy Learning!

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