What is the current prospect of deep learning?

For undergraduates:

If you are an undergraduate majoring in computer or artificial intelligence.

When it comes to employment, artificial intelligence is actually a very good development field. It is a popular industry currently strongly supported by the country. Especially in recent years, the country and various provinces have introduced a series of support policies, such as " Guiding Opinions on Promoting the Deep Integration of Artificial Intelligence and the Real Economy", "New Generation Artificial Intelligence Governance Principles - Developing Responsible Artificial Intelligence", etc. Entering this industry, future development is still very promising.

When taking the postgraduate or civil servant examination in the field of artificial intelligence, if you have a good understanding of the cutting-edge technology in the field of artificial intelligence, it will be easy to stand out in the re-examination process, and better artificial intelligence colleges will have relevant information. For retests related to professional and technical knowledge, learning deep learning, a popular artificial intelligence technology, is also a big help

For graduate students:

If you are a computer or artificial intelligence-related research direction graduate students.

When it comes to employment, artificial intelligence is also an industry worth choosing. In 2020, companies’ recruitment demand for graduates dropped by 22% year-on-year. However, the demand for positions for graduates in strategic emerging industries such as artificial intelligence has increased. There has been some growth. The size of jobs for fresh graduates has generally increased by 1-5 percentage points compared with the same period last year, and the proportion of jobs for fresh graduates is also higher than the industry average. The demand for jobs is great, and there will be less competition for graduate employment.

If you want to continue your studies in the field of artificial intelligence, one of the most important skills for a Ph.D. is to read Paper and write articles. A more important part of this is to reproduce some of the methods in the paper. Many methods are Improvements or variations on basic methods. Common model methods and technical frameworks in the field of deep learning can not only quickly reproduce relevant papers, but also help provide technical support for your own paper methods.

For university lecturers:

If you are a university lecturer majoring in computer or artificial intelligence related fields

In recent years, the country has attached great importance to talents in the field of artificial intelligence. Training, including building artificial intelligence-related disciplines and promoting the training of undergraduates and graduate students in the field of artificial intelligence. However, except for a small number of top universities with relatively strong teaching staff, many university teachers still have relatively weak professional knowledge in this field. It needs to be further improved, and it is necessary to get in touch with and learn about national and even international cutting-edge technologies in artificial intelligence.

For working people:

If you are an IT practitioner who is interested in the field of artificial intelligence or a junior practitioner in the field of artificial intelligence, learn about the most popular topics in the field of artificial intelligence. Technical deep learning can help you advance your career, and you can also have one-on-one communication opportunities with cutting-edge experts in the field of artificial intelligence. You must also want to understand and even learn from it.