The Scope of Artificial Intelligence in India
Have you ever wondered how the Google assistant in your phone answers your queries or driverless cars move from one place to another? The technology that makes all these things possible is termed as Artificial intelligence (AI) and machine learning (MI). Artificial intelligence can be seen as the intelligence of machines through which they try to mimic human intelligence. With the help of AI, machines could be trained in certain circumstances to decide on their own.
In India, AI is still in the adoption stage but slowly it is being used to find smart solutions to modern problems in almost all the major sectors such as Agriculture, Healthcare, Education and Infrastructure, Transport, Cyber Security, Banking, Manufacturing, business, Hospitality, Entertainment. The major reasons why AI is preferred for so many fields are because it is highly accurate which minimises the risk of errors while using AI technology. Secondly, some activities are impossible for a human to perform and hence AI is used to do those activities such as mining exploration or ocean exploration. Artificial Intelligence along with the internet impacts the way we experience the world. Hence, this combination has the potential to become a new engine for economic and social progress.
Artificial Intelligence in India is in an adoption stage. Startups and businesses are getting acquainted with the idea of using Artificial Intelligence in their Business to increase growth. Most of the growth in AI in India can be seen in the private sector but it has also attracted government attention in the last few years. The application AI in the private sector includes automation of the major business processes, using Chatbots to deliver to the consumers better services, image recognition, Fraud detection, Personalisation.
The government sector in the NITI Aayog developed a National level Strategy to incorporate Artificial Intelligence in various sectors in India. In the government sector, the current areas of focus for AI applications in India are Precision Agriculture, Healthcare, and Indian Languages Project. Even though the private sector makes use of AI services in the industry, the lion’s share of the usage lies with the government sector. According to a report, The artificial intelligence (AI) and analytics industry in India is presently estimated to be $415 million annually in revenues in 2019, up from $230 million in 2018.
The scope of AI in India is promising. Artificial Intelligence has immense potential to change each sector of the economy for the benefit of society. There is not just one technology under AI, but there are various useful technologies such as self-improving algorithms, machine learning, big data, pattern recognition. Soon, there would hardly be any industry or sector which would be untouched by this powerful tool in India. This is the reason why there has been an increasing demand for artificial intelligence online courses in India.
AI can help increase the effectiveness of our instructors via numerous AI applications such as text translation systems, real-time message to speech, automating mundane and also repeated jobs such as taking presence, automating grading, customising the discovering trip based upon ability, understanding, and also experience. The benefits of AI in education and learning take a look at the possibility of utilising AI ran rating machines that can evaluate the unbiased solutions. This is something that is gradually being implemented in institutes. The various other applications of AI in the area of education is Real-time text to speech as well as text translation systems.
Chatbots: In a country as varied as India, combination of chatbots in the digital framework or availability via IVRS system education domain can be transformational-- they might be educated on the subject matter and a great percentage of doubts of the pupils could be responded to quickly, consequently lowering the current work of educators who could focus on even more imaginative tasks.
Automated grading: With Draft National Education Policy 2019 prioritising on the internet understanding in its agenda, machine learning methods such as Natural Language Processing might be made use of for automated grading of assessments on a large scale on systems such as DIKSHA, E-PATHSHALA and SWAYAM (Study Webs of Active Learning for Young Aspiring Minds) - not simply subjective ones however objective inquiries too.
The Healthcare system in India is the most dynamic and challenging sector in India. There are many challenges like affordability, accessibility but particularly the shortage of doctors and services like qualified nurses, technicians, and infrastructure. There are 0.76 doctors and 2.09 nurses per 1,000 people which is lower than the WHO recommendations of 1 doctor and 2.5 nurses per 1,000 population. In India, good healthcare facilities are mostly near the tier1 and tier2 cities which creates non-uniform accessibility to healthcare across the country with physical access.
Apart from this, with the development of AI, the overall cost of healthcare would get reduced due to an increased efficiency. With the ability of AI to handle large data in a speedy fashion it can help in making innovations, design, and development of medical equipment. Having an AI-enabled system helps in reducing medical errors and an increase in productivity. AI can also overcome the barriers to access and solve the accessibility challenge by employing early detection followed by suitable diagnostic decisions.
In India, a significant population depends on agriculture for their livelihood. The problem of farmers in India is not extremely great as they depend on conventional methods for farming. This speciality can be made use of in the agriculture sector.
These models provide crucial details regarding the farmland, plant growth, helping farmers in preparation activities, ranch watering. In India, due to lack of understanding of farming, the dirt problem maintains wearing away gradually thus efficiency reduces. Dispersed dirt monitoring carried out by means of photo recognition and deep knowing versions can be made use of to take rehabilitative measures to bring back soil wellness.
If plants are obtaining an adequate quantity of water, water usage in agricultural land can be maximised by utilising thermal imaging cameras that constantly keep track of. It can help determine proper crops to expand in a desirable environment on a productive surface as well as the sowing technique to improve performance and also minimise expenses. AI can also be utilised to forecast the behaviour and also study of parasites which can be useful for advanced preparation of insect control. Anticipating modelling using AI can be important in providing more precise demand-supply details as well as anticipating the need for farming produce to farmers.
There is tremendous scope of AI in the transportation sector as well. Particularly, there are a few areas where AI can be used. In the aircraft, ships, spacecraft they have been using autopilot since 1922 to maintain the correct course. Another area is autonomous cars. There are many companies across the globe and even in India who are researching autonomous cars or self-driving cars. The development of such vehicles is heavily relying on artificial intelligence and machine learning. Experts believe that self-driving cars will bring many benefits including lower emissions, error-free driving.
We are surrounded by AI. We use devices that are based on AI all the time without knowing of it. For example, we use OK GOOGLE or ALEXA or CORTANA all the time to perform the various tasks with just voice command or we can order groceries, play music, or even switch on/off the lights in your living room with just a few voices commands. These smart assistants use AI and MI for voice recognition. They learn from the users’ commands to become more efficient. You can also use these smart assistance to perform a variety of tasks like playing a song, asking a question, Buying something online.
AI in Cyber Security
Cybersecurity is another field where AI is employed. Many organisations deal with a significant amount of data. For example, in the Banking sector or government organisations which are having a huge database of people's personal data, there is always a risk of stealing, and hence a security mechanism needs to be put in place. An apt example of this field is Cognitive AI. It detects as well as analyses hazards, while also giving understandings to the analysts for making better-informed decisions. By making use of Machine Learning formulas and also Deep Learning networks, the AI obtains better and much more resilient over time. IBM has IBM Resilient, which is an open as well as an agnostic platform that offers a framework and also center for managing safety and security responses.
There are many Indian startups based on AI that are serving the manufacturing industry. These companies develop AI-based solutions to increase the growth of the manufacturing industry. AI in the industry is used In controlling the various kinds of robots to do a certain kind of job. One unique technology of AI is to analyse the data and make future predictions. This ability of AI is used to analyse past year sales or market survey data to predict the future supply and demand and make faster decisions or amazing customer feedback of a given product to optimise the product in the coming years. AI has a wide scope in the Manufacturing industry in the coming years.
AI Course scope
Artificial Intelligence course and ML can be beneficial in the future as there is a large scope of it in the coming years particularly in India where there are huge populations and several problems persist now and then. To find smart solutions to these modern-day problems AI will play an important role. Strong knowledge of data structures and data modelling.
To pursue Artificial Intelligence course online, one should know subjects such as Mathematics, engineering, physics, Programming expertise in one of the programming languages like Python, Java, C++, R, Working Knowledge of Data Science algorithms and libraries. The various job profiles in the field of AI include Machine Learning Engineer, Data scientist, Business Intelligence Developer.
Renowned institutes offering Artificial Intelligence courses in India include Indian Institute Technology, Indraprastha Institute of Information Technology-Delhi, Great Lakes International University, and Jain University.
There are some Training Institutes as well:
Frequently Asked Question (FAQs) - The Scope of Artificial Intelligence in India
Question: What is the demand for Artificial intelligence online course?
A report by Gartner shows an increase of 270 per cent in artificial intelligence applications in 2019. The artificial intelligence (AI) and analytics industry in India are presently estimated to be $415 million annually in revenues in 2019, up from $230 million in 2018.
Question: How can I learn the Artificial Intelligence Course for free?
An online course named “Machine Learning” is offered by Stanford University on Coursera. The courseware is free. You need to pay only if you want a certificate.
Question: What are the three sectors in which the government is planning to indulge AI in India?
The three main sectors for AI’s introduction in the Indian context are: Agriculture, Healthcare and Education
Question: What are the prerequisites for AI?
Students need to have an ideal about Linear algebra, which consists of vectors, matrices and derivatives, Python Programming and understanding of Basic Probability theory.
Question: Do I need to know coding?
No, online course on Artificial Intelligence does not require the knowledge of coding.
Question: What are the job opportunities after completing artificial intelligence course online?
You can work as BI Analyst, Data Mining Analyst, Analytics Manager, Business Analyst and Risk Analyst after completing Artifical Intelligence course.