Despite the challenges of Covid 19 and the ongoing international conflicts, the Indian economy is growing fast, with a GDP growth rate of 8.2%. This growth is attributed to the service sector and the constant rise of the Indian industrial sector.
Companies are using artificial intelligence-based technologies to streamline their operations. One of the more sought-after technology is deep learning because of its predictive nature. It is a variant of machine learning. Deep learning tries to recreate the human learning process through neural networks, and the demand for deep learning specialists is steadily increasing.
Deep learning specialization is an excellent choice for anyone looking to enhance their job prospects as It opens opportunities across all industries.
What is deep learning?
Deep learning is a specialized form of machine learning. It uses artificial neural networks to mimic the learning process of humans. The human learning process is based on a trial and error model, and deep learning is the same. Also, a classical machine learning program will have to be fed structured data, but it is not the same with deep learning. In it, the algorithm can process unstructured data.
For example, let’s say that we have pictures of various vegetables, and we want the machine learning program to categorize these photos based on their features or characteristics. We need to manually give the machine learning program the crucial elements for categorization. On the other hand, a deep learning algorithm will not require this kind of human intervention. Through trial and error, it will define the most important characteristics for identifying the type of vegetable in any given picture.
Why deep learning?
Deep learning is used across all industries. From Pharmaceuticals to aeronautics, you name it. Let’s discuss some of these in detail.
- Self-driving cars
Reacting to various challenges while driving is essential for a self-driving car. Self-driving technology is possible because of artificial intelligence and, to be more specific deep learning. Deep learning algorithms can draw predictions from seemingly unrelated data sets. It also does more straightforward tasks like identifying signs and pedestrians.
- Medical use
Deep learning is being used immensely in the medical sector. Primarily for predicting the onset of severe illnesses like Cancer or Alzheimers. This is a life-saving technology because the most significant challenge we face in treating these diseases is not being able to identify them in the early stages.
- Streamlining industrial operations
Deep learning in industries is manifold, from product development to improving supply chain management. This is why businesses are looking to hire deep learning engineers. Being late in implementing a.i technology in a company might be the deciding factor for the company’s longevity.
- Improving Defense capabilities
The military is using deep learning to accomplish various tasks. From finding the best patrol route to identifying terrorists to securing the nation’s cyberspace, there are countless uses of machine learning and deep learning algorithms.
Why take up deep learning specialization courses in India?
In India, deep learning specialization courses are available at significantly cheaper rates. A deep learning course will cost anywhere between 30000 to 50000 rs depending on the institution.
The availability of online courses is an amazing opportunity for employed personnel. It allows them to keep their job while also improving their skills and futureproofing their demand.
Also, the opportunities for a deep learning engineer are limitless. There is a shortage of deep learning specialists in India. As more and more companies move towards implementing a.i technology, the demand for deep learning specialists will only grow.
Deep learning engineers are among the highest-paid individuals in India. A fresher earns anywhere between 8lakh to 12lakh rs per month and more experienced engineers could earn as much as 1 crore rs per month.
How to find a good deep learning specialization course?
There is no shortage of deep learning specialization courses in India. Yet, finding the best could be a huge challenge. There are certain things that one should look for while investing their hard-earned money in a course.
- Industry aligned curriculum
Having practical knowledge is far better than having only theoretical knowledge and not knowing how to use that knowledge. Therefore the curriculum should be job oriented.
- Faculty
Having an experienced faculty is a must. Teachers; are constantly active in academia and in touch with the trends of contemporary industry. As only these teachers can understand the demands and requirements of the industry and prepare their students accordingly.
- Career Counselling
The institute should guide the student in choosing a career path. The faculty in long-standing institutes are expected to possess years of experience in placing students according to their interests and strengths. Thus, with these teachers at the helm, getting guidance and finding employment opportunities are a cakewalk.
Conclusion
A deep learning specialization course is a worthwhile investment in India. It offers great job opportunities for both freshers and experienced people in the industry and entering the industry in its early stages will result in vast career growth opportunities down the line.