Top AI and Machine Learning Courses in 2022

In this article, we cover the best online & offline AI and Machine Learning courses. 

 

The image highlights the top online and offline AI and Machine learning courses

 

What is AI?

 

“Artificial Intelligence is the science and engineering of making intelligent machines, particularly intelligent computer programs,” according to Stanford researcher John McCarthy. Artificial Intelligence is analogous to the task of using machines to grasp human intelligence, but AI does not have to be limited to biologically measurable methods.”

 

Simply put, AI’s aim is to make computers/computer programs smart enough to mimic the behavior of the human mind.

 

The study of knowledge engineering is an important aspect of AI science. Machines and programs need a wealth of knowledge about the environment to behave and respond like humans. To implement information engineering, AI must have access to properties, categories, artifacts, and the relationships between them. AI imbues robots with common sense, problem-solving, and logical reasoning abilities, which is a complex and time-consuming task.

 

Must read:  Artificial Intelligence Course: Eligibility, Syllabus, and Career

 

What is Machine Learning?

 

Artificial Intelligence (AI) and Machine Learning (ML) are two common and sometimes misunderstood concepts in today’s world. In actuality, AI is a subset of ML. ML is the science of creating and implementing algorithms that can learn from previous experiences. If a pattern of behavior has been seen in the past, you can predict whether or not it will occur again. That is, if no previous cases exist, no prediction can be made.

 

ML can be used to solve difficult problems like detecting credit card fraud, enabling self-driving vehicles, and detecting and recognizing faces.

 

ML makes use of complex algorithms that iterate over large data sets indefinitely, analyzing patterns in the data and allowing machines to respond to circumstances for which they were not specifically programmed. To achieve consistent results, the machines learn from the past. To predict logical outcomes, ML algorithms employ Computer Science and Statistics.

 

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There are three main fields of machine learning:

 

Supervised Learning

 

In supervised learning, the system is given training datasets. The data is analyzed by supervised learning algorithms, which generate an inferred function. The correct solution obtained in this way can be used to map new instances. One use of the Supervised Learning algorithm is the detection of credit card fraud.

Unsupervised Learning

 

Since the data to be fed is unclustered rather than in datasets, unsupervised learning algorithms are far more difficult. The aim here is for the computer to learn on its own, without any human intervention. There is no guarantee that any problem will be solved correctly. The algorithm discovers the trends in the data on its own. Recommendation engines, which can be found on both e-commerce sites and also on Facebook’s friend request recommendation mechanism, are examples of supervised learning.

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Let’s look at some important professional courses below:

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Reinforcement Learning

 

This class of Machine Learning algorithms enables software agents and machines to automatically evaluate the best behavior for a given situation to maximize results. Characterizing a learning problem, rather than learning strategies, is how reinforcement learning is described. We consider any approach that is well suited to solving the problem to be a reinforcement learning method.

 

Reinforcement learning is based on the assumption that a software entity, such as a robot, computer program, or bot, interacts with a complex environment to achieve a specific objective. This method chooses the action that will produce the desired result effectively and quickly.

 

The history of AI and machine learning Courses

 

So, where did AI originate? It didn’t make the transition from single-player chess games to self-driving cars. With contributions from philosophy, psychology, math, and cognitive science, the discipline has a long tradition rooted in military science and statistics. Artificial intelligence was created to make machines more useful and capable of thinking on their own.

 

The birth of AI, according to most scholars, can be traced back to a Dartmouth research project in 1956 that looked at topics including problem-solving and symbolic methods. The US Department of Defense became interested in this style of work in the 1960s and expanded its emphasis on teaching computers to think like humans.

 

In the 1970s, the Defense Advanced Research Projects Agency (DARPA), for example, conducted street mapping projects. And, in 2003, DARPA developed intelligent personal assistants, years before Google, Amazon, or Microsoft took on similar ventures.

 

This work paved the way for today’s computers to automate and formalize reasoning.

Scope and demand of AI and Machine Learning Courses

 

AI refers to the research and implementation of computer systems that can execute tasks historically restricted to human intelligence, such as decision-making and speech recognition. Machine Learning is a similar discipline that studies how to teach machines to learn and adapt without being directly programmed. Both closely related fields of research are on the cutting edge of technology and in high demand, which is why AI and machine learning courses provide such a huge incentive to students.

 

Over the last few decades, the presence and application of AI, as well as Machine Learning, has grown significantly. This has not only made everyday activities simpler and more enjoyable, but it has also opened up a slew of new career openings in a variety of sectors and industries.

 

Learning the most in-demand AI and machine learning ideas, skills, and some of the best software is one way to get there. There are several basic and advanced online and offline AI and machine learning courses available to help you master them quickly. The next question is: what makes a good online or offline course?

What Makes Great Online or Offline AI and Machine Learning Courses?

 

  • Learners and Learning Styles

Learners from various cultures, geographies, and experiences are more likely to network and thereby open up to new experiences and, in some cases, prospects, if the curriculum involves learners from various backgrounds, geographies, and experiences.

 

  • The number and types of skills and tools available 

The software becomes more useful as it assists you with learning the most in-demand and latest skills and tools!

 

  • Recognition Around the World

If the curriculum is approved by well-known industries or international colleges, it would undoubtedly increase the credibility and worth of your resume.

  • Workshops on profile building and live coding.
  • A dedicated support team will respond to your questions.
  • Learn how to balance consumer demands and create AI models that represent that.
  • Work on evidence that is dependent on real-life situations.
  • Some case studies to help you better appreciate the problems you’ll face in the real world.
  • Learn from the instructor’s best practices and recommendations etc.
  • Hands-on, immersive learning: How interactive is the learning environment, and how much emphasis is placed on learning actual tools, addressing real-world challenges, and so on.
  • Experiential learning: Student feedback was also taken into account, as well as data from external ranking sites such as Mouthshut, Trustpilot, and others.

 

The Best Online & Offline AI and Machine Learning Courses

 

Artificial Intelligence (AI) has changed the way people think, read, and work in a variety of areas, including economics, healthcare, and manufacturing. Simply stated, artificial intelligence (AI) is present in all aspects of life. That means that in almost every industry, the market for trained AI professionals is now rising exponentially.

 

Professionals need a strong educational base to take advantage of these emerging career possibilities. Since there are so many high-quality options in India, we’ve compiled a list that ranks a few of them to help aspirants narrow down their options and choose the right AI path to advance their careers.

 

The 10 Best Artificial Intelligence courses in India are listed below, based on the above study findings

 

  1. PG Diploma in Artificial Intelligence from Reva University
  2. AI and Machine Learning Courses(Post Graduate) from Purdue University and Simplilearn
  3. Advanced Certification Program in Artificial Intelligence/Machine Learning from TalentSprint and IIIT Hyderabad
  4. Advanced Program in Artificial Intelligence – Powered Marketing from IIM Calcutta
  5. PG Diploma in Artificial Intelligence from Pearson and edX
  1. Diploma in Machine Learning and AI(Post Graduation) by upGrad
  2. Artificial Intelligence and Machine Learning Courses(Post Graduate Certification Program) by Edureka
  3. AI and Machine Learning Courses(Post Graduate) from BITS Pilani
  1. AI and Machine Learning Courses (Post Graduation)by Great Learning
  2. Post Graduate Program in Analytics & Artificial Intelligence from Imarticus

 

1. PG Diploma in Artificial Intelligence from Reva University

 

Reva University’s PG Diploma in AI is a one-year offline classroom curriculum. This is a strong choice for someone with two years of experience who wants to start a career in AI. It’s also a time-consuming program, so students must put in their efforts.

Highlights of the course include:

 

1)Offline/Classroom Course is the preferred mode of instruction. 

2)12 month period

3)Reva University’s PG Diploma in AI Certificate qualifies you for this program.

4)Learning by doing: Since this is a full-time offline initiative, it necessitates a greater level of dedication, resulting in excellent hands-on learning.

5)This course offers Python, Keras, Tensorflow, IBM Watson, and other tools.

6)Three capstone projects are available.

7)Fees: 3,50,000 INR + GST

2. AI and Machine Learning Courses(Post Graduate) from Purdue University and Simplilearn

 

Simplilearn’s PGP in AI and Machine Learning, developed in collaboration with Purdue University and IBM, is the #1 Artificial Intelligence course in India, according to the parameters mentioned above.

 

Purdue University, with over 150 years of academic achievement, is one of the world’s most prestigious scientific and educational universities. It also has one of the most advanced artificial intelligence systems in the world.

 

This Post Graduate Program in AI and Machine Learning includes a robust and detailed curriculum, an immersive learning environment with live lectures taught by leading academics and industry leaders, several hands-on industry ventures, and more.

 

With Purdue and IBM, this top-ranked initiative combines the best of college and business success, ensuring that the qualifications they offer are globally recognized.

Highlights of the course include:

 

1)Live Online Classes are the preferred method of instruction.

2)It’s a 12 month Course.

3)This AI and Machine Learning course came into existence in collaboration with Purdue University and IBM. The learner receives a Purdue PG Certificate as well as an IBM certificate upon satisfactory completion of the Post Graduate Program. Learners would now have access to IBM Watson for hands-on testing and practice, as well as $1200 in IBM Cloud credits for connectivity to the web.

4)Learners are automatically members of the Purdue Alumni Association.

5)Simplilearn’s JobAssist service, in collaboration with IIMJobs, provides six months of IIMJobs Pro membership, resume support, career mentoring, and career fairs.

6)Learning by doing: The online Bootcamp features a combination of live classes conducted by business professionals and masterclasses taught by Purdue professors.

7)This course covers IBM Watson, Python, Tensorflow, Django, and other tools.

8)Capstone projects are available in three different domains.

9)Patrick J. Wolf (Purdue University’s Dean of Science) and Dr. Christopher G. Brinton are the program’s advisors (Asst. Professor of Electrical and Computer Engineering, Purdue University)

10)Fees: 2,30,000 INR + GST

3. Advanced Certification Program in Artificial Intelligence/Machine Learning from TalentSprint and IIIT Hyderabad

 

The Advanced Certification in Artificial Intelligence/Machine Learning is a 6-month online instructor-led curriculum. It is in-depth and extensive. It’s perfect for people who want to develop their skills while still working.

Highlights of the course include:

 

1)Live Online Classes are a form of education.

2) 6-month course duration

3)IIIT Hyderabad ML Lab provides an Advanced Certification in AI and Machine Learning as part of the course.

4)IIIT Hyderabad Executive Education Hands-on Learning.

5) IIIT Hyderabad Python libraries such as NumPy, SciPy, Pandas, and Matplotlib are covered in a combination of faculty-led immersive live classes and mentored labs from IIIT Hyderabad faculty. 

6)Faculty Fees at IIIT Hyderabad: INR 2,00,000 + GST

4.Advanced Program in Artificial Intelligence – Powered Marketing from IIM Calcutta

 

This online Advanced Program in AI-Powered Marketing is a 6-month program. This course is for executives working in the fields of customer retention, digital marketing, customer experience, and reputation management.

Highlights of the course include:

 

1)Live Online Classes are the preferred method of instruction.

2) 6-month course duration

3)Program Recognition: Immersive online courses are used as pedagogy.

4)Lectures, real-life case studies, quizzes, and tasks make up the class.

5)IIM Calcutta will award learners with an Advanced Programme in Artificial Intelligence-Powered Marketing Certificate.

6)Hands-on Learning: This type of learning is available in online lectures and course resources, as well as life coaching. Face-to-face workshops on campus will be available to provide a portion of the curriculum. A three-day campus tour is also available.

7)One Capstone project is available.

8)Fees for the program: INR 3,00,000 + GST

9)INR 24,000 + GST for a campus visit

5.PG Diploma in Artificial Intelligence from Pearson and edX

 

Pearson and edX have teamed up to offer a 6-month PG Diploma in AI as an online course. This Columbia University MicroMasters® Program in Artificial Intelligence will provide you with a thorough, technical, competent, graduate-level base in the field.

Highlights of the course include:

 

1)Live Online Classes are the preferred method of instruction.

2) 6-month course duration

3)Complete the coursework, receive a validated degree in all four Artificial Intelligence classes, and complete the final Capstone test to earn the MicroMasters® Credential.

4)Hands-on Learning: Live instruction in addition to online courses and course content.

5)This course covers Python, Keras, Tensorflow, IBM Watson, and other tools.

6)Fees: 85,000 INR + Taxes

6.Diploma in Machine Learning and AI(Post Graduation) by upGrad

 

This class is for working people who choose to study technical concepts such as reinforcement learning, graphical simulations, natural language processing, machine learning, and foundational statistics. This initiative necessitates continuous work and time dedication throughout the course of the 12-month period.

Highlights of the course include:

 

1)Live Online Classes are the preferred method of instruction.

2)12 month Course

3)IIIT-B Alumni can receive a PG Diploma in Machine Learning and AI through this program. 

4)Hands-on Learning: Via pre-recorded videos on the internet, as well as a live class with a university professor once a month

5)This course covers Python, R, Tableau, SAS, SQL, and other tools.

6)Contains ten capstone tasks that are both realistic and hands-on.

7)Job assistance includes a job board, recruiting trips, resume writing, and more.

8)IIIT-B faculty and business leaders serve as program advisors.

9)Fees: 2,85,000 INR + GST

7. AI and Machine Learning Courses(Post Graduate Certification Program) by Edureka

 

Edureka’s PG Course is a nine-month online curriculum that requires an average of 8-10 hours per week of dedication. It is developed by industry experts and is given in partnership with NIT Warangal.

Highlights of the course include:

 

1)Live Online Classes are the preferred method of instruction.

2)9-month course duration

3)Program Recognition: Electronics and ICT Academy, NIT Warangal, PG Certificate in AI and Machine Learning

4)Learning by doing: Online courses and course materials are available, as well as an industry-grade initiative.

5)This program covers Python, Keras, Tensorflow, and other tools, etc.

6)Provides hands-on projects in a variety of fields.

7)Fees: 2,22,450 INR + GST

8.AI and Machine Learning Courses(Post Graduate) from BITS Pilani

 

This PGP software in Artificial Intelligence and Machine Learning helps working professionals gain a better understanding of AI and ML, as well as the different components that make it up. This is an 11-month online curriculum that can be completed in 8-10 hours a week to get the most out of it.

Highlights of the course include:

 

1)Live Online Classes are the preferred method of instruction.

2)11-month course duration

3)BITS Pilani offers a Post Graduate Certificate in Artificial Intelligence and Machine Learning, as well as an official transcript and program recognition. 

4)Hands-on Learning: GPA The online course comprises two 2-day campus immersion modules at BITS Pilani’s Hyderabad and Goa campuses, during which learners can engage with peers and BITS faculty.

5)This course provides Numpy, Pandas, Matplotlib, and other tools.

6)Offers an 8-week Capstone project in which you can collaborate with BITS Pilani faculty members and senior industry experts to solve an AI and machine learning-related market challenge.

7)Advisors to the program: Faculty at BITS Pilani

8)Fees: 2,45,000 INR + GST

9.AI and Machine Learning Courses (Post Graduation)by Great Learning

 

Great Learning’s PGP in AI and Machine Learning is an educational program for working professionals that includes pre-recorded tutorials, various experiments, and tasks.

Highlights of the course include:

 

1)Live Online Classes are the preferred method of instruction.

2)Duration of the course: 12 months

3)PGP degree in AI and Machine Learning from The University of Texas at Austin and Great Lakes Institute of Technology Executive Education

4)Learning by doing: Pre-recorded videos on the internet, accompanied by a monthly live class with a university professor

5)This course covers Python, NumPy, Tensorflow, Keras, and other tools, etc.

6)Contains ten capstone tasks that are both realistic and hands-on.

7)Assistance with a Job: Recruiting events and job mentoring are available.

8)GL Confluence business and peer networking activities are available to you.

9)Fees: 2,40,000 INR + GST

10.Post Graduate Program in Analytics & Artificial Intelligence from Imarticus

 

Imarticus’ PGP in Analytics and AI is an offline classroom program. This is a decent choice for someone with 0-3 years of experience who is just starting in the world of analytics and Artificial Intelligence. Learners must devote a considerable amount of time to the demanding curriculum. It is one of the top AI and Machine Learning Courses. 

Highlights of the course include:

 

1)Offline/Classroom Course is the preferred mode of instruction. 

2)7-month period

3)Mumbai, Pune, Delhi, Hyderabad, and Bangalore are some of the cities where you can find us.

4)Imarticus PG Certificate

5)Hands-on Learning: Since this is a full-time, offline curriculum, it necessitates a greater level of engagement by hands-on learning.

6)This course covers Python, Keras, Tensorflow, and other tools, etc.

7)Participation in a hackathon is available, as well as boot camps and hands-on projects.

8)Fees: 2,10,000 INR + GST

 

Artificial Intelligence (AI) is an increasingly growing market that is both thrilling and rewarding to work in. To be a successful AI Engineer, you’ll need a diverse set of skills and experience, as well as a passion for data—a role that thousands of businesses are currently hiring for.

 

That is why it is important to get a better understanding of what Artificial Intelligence courses are available in India from different institutes and their strategic learning and business partners. Furthermore, you must understand what the programs entail and what knowledge and tools you can learn from each one.

 

In the highly competitive and profitable field of AI, now is the time to be smarter and stand out from the crowd!

Author:
I am an English Post Graduate(M.A, B.Ed), a blogger, and a content writer. I love to do research on various topics to get clean knowledge on the same. Writing is something I am always very passionate about. Trainee & Content Writer at IIM SKILLS.

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