What is artificial intelligence major?

What is artificial intelligence major?

What do you major in artificial intelligence? These two years are the first two years when the artificial intelligence specialty began to develop professionally. This is an era of artificial intelligence. Many countries in the world are stepping up the research of artificial intelligence, which has been included in the national long-term development plan.

What should artificial intelligence learn? 1 artificial intelligence is an interdisciplinary subject, including many disciplines. You need to know computer knowledge, information theory, cybernetics, graph theory, psychology, biology, thermodynamics, and have a certain philosophical foundation and scientific methodology as a guarantee. The latest version of the artificial intelligence learning route is as follows:

First of all, you need mathematical foundation: advanced mathematics, linear algebra, probability theory, mathematical statistics and stochastic process, discrete mathematics, numerical analysis;

Secondly, it needs the accumulation of algorithms: artificial neural network, support vector machine, genetic algorithm, etc.

Of course, algorithms are needed in various fields. For example, if you want a robot to navigate and map in a location environment, you need to learn SLAM.

1, analyzed from the basic disciplines.

Artificial intelligence mainly studies mathematics, computers, algorithms, psychology, statistics and probability. Of course, these are mainly basic. If you want to further your studies, you have to dabble in more vertical industries. For example, the artificial intelligence of sociology is inseparable from social science, and the artificial intelligence of economics is inseparable from finance and economics.

2. The direction of artificial intelligence

machine learning

Deep learning

pattern recognition

Computer vision

Wait a minute. Do not expand, Baidu yourself.

3. Artificial intelligence has a bright future.

Artificial intelligence has been included in the national long-term development plan. In the future, no, now artificial intelligence has penetrated into all aspects of production and life.

At present, the learning contents of artificial intelligence major are: machine learning, introduction to artificial intelligence (search methods, etc. ), image recognition, biological evolution, natural language processing, semantic web, game theory, etc.

The compulsory prerequisite courses mainly include signal processing, linear algebra, calculus and programming (with data structure foundation). Judging from the above professional courses, there is still a lot of knowledge related to artificial intelligence to master.

From a professional point of view, machine learning, image recognition, and natural language processing are all great directions. As long as you master one of them, it is already very powerful. So don't read a lot of content, some content you just need to master. What you need to choose is a direction of in-depth research. In fact, strictly speaking, artificial intelligence is not difficult to learn, but it is not easy to learn. It needs a certain mathematical foundation and a period of accumulation.

What to learn in artificial intelligence major 2 First of all, judging from the current technical development trend, the development prospect of artificial intelligence major is still very broad. At present, whether it is cloud computing, big data technology or related technologies of the Internet of Things, one of the ultimate development needs is intelligence, and intelligence is also an important link for many technical systems to realize value-added, so artificial intelligence is also a key area of technology research and development.

Although the development of artificial intelligence technology is of great significance to the whole scientific and technological field, it also has a lot of influence on the innovation in industrial field, but because of its many contents and great difficulties, the development of artificial intelligence technology will inevitably go through a long process.

Although the development of artificial intelligence technology needs a process, the industrial ecology of artificial intelligence has reached a certain scale with the opening of their own artificial intelligence platforms by major technology companies. It is believed that with the advancement of 5G communication, the future artificial intelligence field will also usher in a better development environment.

Judging from the trend of talent demand, because the field of artificial intelligence is still in the early stage of development, the demand for talents in the field of artificial intelligence still pays more attention to high-end R&D talents. Therefore, at present, it is best to consider graduate students when choosing artificial intelligence major, which will obviously enhance employment competitiveness.

From the general development trend, after the gradual application of artificial intelligence technology, a large number of high-end applied talents will be released in the industrial field. Therefore, if you don't plan to study for a PhD, you can focus on the training scale of master's degree talents, which will gradually expand and the postgraduate entrance examination will be more successful.

Finally, for undergraduates, in the process of learning artificial intelligence technology, we must pay attention to the improvement of development ability and choose a main field of our own. Although a large number of students have gathered in the fields of computer vision and natural language processing, these two fields often have better learning experiences.