Are you passionate about AI (Artificial Intelligence)? Do you want to specialize in this field? Do you want to build a rewarding career in this sector? If yes, this post will be of help to you. Here, I’ve compiled a list of top Artificial Intelligence courses in India.
Article Overview and Contents
In this post, readers will find the following details – names of best AI courses in India, course duration, eligibility criteria, fees, syllabus, institutes, learning modes, career prospects and salary details. In short, this post contains all the important details that you need to know about AI courses!
AI aspirants will benefit from this post. This post has been crafted keeping the needs of CS professionals, graduates and enthusiasts in mind. Before heading to the meat of the matter – list of AI courses in India – let us take a closer look at this domain.
In the next section, we will deal with the following topics/questions –
- What is Artificial Intelligence all about?
- How it works?
- Areas of application
- Salient features of AI
- Scope and prospects
Let us begin –
Artificial Intelligence: Everything you need to know
Artificial Intelligence is well known as AI. AI is a part of computer science. It forms an integral part of modern-day CS!
Artificial Intelligence is also known as Machine Intelligence (MI). This domain is evolving at an amazing pace! With each passing day, AI technology is moving forward! This sector is generating new and exciting opportunities (for businesses and professionals) each year!
AI is all set to revolutionize the world of business and governance! It is all set to make business processes productive. It is capable of influencing other domains too (like sports, healthcare, retail, logistics etc).
This is the main reason why enterprises and businesses want a piece of the AI cake! Similarly, thanks to new and exciting job opportunities, CS professionals too want to jump onto the AI bandwagon!
What is AI all about, some of you may ask. In the next section, you will find the answer to this question –
What is AI all about?
As I mentioned before, AI is sometimes called as Machine Intelligence. In simple terms, AI is intelligence demonstrated by machines/computer systems.
As we all know, human beings and animals possess natural intelligence. In our day to day lives, we demonstrate our natural intelligence in multiple ways and on multiple occasions. Let us take an example – our decision making process demonstrates natural intelligence. Similarly, a dog chasing away an intruder shows its natural intelligence.
Intelligence demonstrated by machines (in the above mentioned manner) is known as AI. Are you looking for a ‘formal’ definition? Here are some such ‘formal’ definitions of AI –
AI is a field that deals with the study of intelligent agents. An intelligent agent is a device that perceives its environment and takes actions that maximize its chance of successfully achieving its goals.
AI deals with machines and computer systems that mimic cognitive functions that humans associate with the human mind (for example – learning and problem solving).
How AI works?
Typical AI works in the following ways –
- Analyze environment
- Take necessary action
- Achieve goal
The main aim of AI is to analyze the environment and perform actions, which will maximize its chances of success! In other words, the main aim of AI is to achieve its goal! This goal is also known as Utility Function.
Utility function of AI can be simple or complex. Similarly, Utility function can also be well defined or induced!
How does AI ‘study the problem’ and ‘take necessary action for achieving its goal’, some of you may ask. This is where algorithms come handy! Algorithms form an important part of AI. An algorithm is a set of unambiguous instructions that a computer can execute. An algorithm can be simple or complex.
Uses of AI
Let us talk about applications of AI. The following domains/sectors are known to benefit from AI –
- Automotive industry
- Hospitality sector
- Gaming industry
- And more…
Let us consider some real-life examples. Drones have gained huge popularity in the recent years. Drones are being used for commercial purposes such as – videography and photography. They’ve become so common that drones are even being used for wedding photography and videography. However, autonomous drones have military applications. Autonomous drones are used by the military and other security agencies for surveillance and other dangerous tasks.
Self-driving cars too have gained huge popularity in recent times. AI is silently powering such autonomous vehicles! Let us take another example – your smartphone. iOS or Android – these smartphones are known to have online assistant (for example – Siri). It is an example of AI!
Social media websites too are known to rely on AI for observing user behaviour. AI helps these portals with tasks such as – image recognition, spam filtering, content monitoring and more. In short, AI is being used by different sectors/domains/industries.
Top AI courses in India
An AI program deals with subjects such as – intelligent systems, machine learning, algorithms, deep learning, reinforcement learning, language processing etc. In this section, you will find the list of best AI programs in India. Apart from the names of courses, you will also find relevant information such as – types of AI courses, eligibility criteria, syllabus and more. Let us start –
Different types of AI programs
In India, there exists different types of AI programs. Based on the content of the course, these programs can be broadly classified into two types –
- AI-specific programs
- Bundled programs
An AI-specific course deals with AI only. For example – M.Tech. in Artificial Intelligence. A bundle program combines two domains – AI and a relevant domain. For example – M.Tech. in AI and Data Science.
Based on the format of the course, AI programs in India can be classified into the following types –
- B.E. or B.Tech.
- M.E. or M.Tech.
- PG Diploma programs
- PG Certification programs
- Advanced Certification programs
Based on the academic level, the above mentioned programs can be categorized into the following academic levels –
- UG (undergraduate)
- PG (postgraduate)
- Doctoral Degree
Come, let us check out the list of courses now. Here it is –
List of Artificial Intelligence courses in India
- B.Tech. in AI
- B.Tech. Computer Science Engineering (with focus on AI)
- B.Tech. in Data Science and AI
- B.Tech. AI and Robotics
- B.Tech. AI and ML (Machine Learning)
- M.Tech. in AI and Data Science
- M.Tech. AI and Robotics
- M.Tech. Computer Science Engineering (focus on AI)
- M.Tech. AI and ML
- PG Diploma in AI and Data Science
- PG Diploma in AI
- PG Diploma in AI and ML
- PG Diploma in CS and AI
- Advanced Certification in AI
Note: It is not an exhaustive list. The list contains the names of some of the most popular AI programs available in India.
- B.E. or B.Tech.: 4 years
- M.E. or M.Tech.: 2 years
- PG Diploma programs: 6-12 months
- PG/Advanced Certification programs: 1-6 months
- B.E. or B.Tech.: Completed 12th Science with PCM subjects
- M.E. or M.Tech.: Completed relevant B.E. or B.Tech. program
- PG Diploma programs: Completed relevant B.E. or B.Tech. program
- PG/Advanced Certification programs: Completed relevant B.E. or B.Tech. program
Reputed institutes rely on merit based admission process. Such institutes make use of relevant entrance test to select deserving candidates. Some institutes are also known to conduct their own qualifying test in order to select deserving candidates. Some other institutes are also known to conduct direct as well as donation based admission process.
Here are some of the core subjects present in the curriculum –
- Data structures and algorithms
- Algorithms for data analysis
- Data science
- Principles of AI and Machine Learning
- ANN and Deep Learning
- Distributed system technologies
- Probabilistic graphic models
- AI and robotics
- Elective subjects
Many engineering colleges across India are known to offer AI programs. Apart from traditional colleges, online educational portals are also known to offer certification and training programs related to AI.
Here are some of the popular colleges that offer AI programs in India –
- IIT Hyderabad
- GH Raisoni College of Engineering
- IIITM Kerala
- Amrita Vishwa Vidyapeetham
- IIIT Delhi
- IIIT Naya Raipur
- Jain University
Traditional institutes (such as engineering colleges) are known to offer full-time classroom learning programs. For example – 2 years long M.Tech. course (full-time). Private training centers are known to offer part-time certification programs. Online learning portals are known to offer online part-time courses. In other words, learning mode may vary from one college/institute to another.
Fees depends upon factors such as –
- The type of course
- Scholarship status of the candidate
- Profile of the college
- And more…
An M.Tech. course can set you back by 100-200K INR per year. B.Tech. course can set you back by 75-150K INR per year.