What courses should artificial intelligence major take?
Basic mathematics courses: advanced mathematics, linear algebra, probability theory, mathematical statistics and stochastic process, discrete mathematics, numerical analysis, etc.
Basic courses of algorithm: artificial neural network, support vector machine, genetic algorithm, etc. , and algorithms needed in various fields. For example, if you want robots to navigate and build maps in a positioning environment, you need to learn SLAM.
Artificial intelligence is a comprehensive subject, and its main fields are: machine learning, introduction to artificial intelligence, image recognition, biological evolution, natural language processing, semantic web, game theory and so on.
Employment direction of artificial intelligence major
1, robot design and production related direction
Learning the relevant technologies and knowledge of humanoid robots can become the robot talents urgently needed in China at present and in the future, systematically understand the structure, application, design and development of robots, cultivate scientific engineering thinking mode, stimulate interest, create freely, and cultivate communication, coordination and concentration abilities.
2. Various work directions based on AI-related knowledge and skills.
The combination of AI and mechanical arm can cultivate the ability of hands-on, manufacturing, maintenance and problem solving. The course of desktop manipulator leads to the employment direction of artificial intelligence technicians; AI technicians need to master the use and maintenance of light industrial equipment.
3, programming related direction
By studying the course of robot programming, we can understand or cultivate engineering structural thinking and programming thinking, which are also the application skills needed in any work in the AI era. Some outstanding students can also be promoted to senior programming talents of artificial intelligence needed by the country.
4, new manufacturing and new design related direction
3D printing is the cornerstone technology of new manufacturing in the future, and the related technologies of 3D printing will open the door to new manufacturing and new design for you. Whether you go to work or start your own business in the future, the skills and thinking of 3D printing can help you.
First, intelligence is one of the important trends in the future. With the development of the Internet, big data, cloud computing, Internet of Things and other related technologies will be widely used. In this context, intelligence is bound to be one of the development trends. Artificial intelligence related technologies will be first applied in the Internet industry, and then extended to other industries. Therefore, from the perspective of great development prospects, the development prospects of artificial intelligence related fields are still very broad.
Second, the development of industrial Internet will inevitably lead to the development of artificial intelligence. Internet is currently developing from consumer Internet to industrial Internet. Industrial Internet will comprehensively apply related technologies such as Internet of Things, big data and artificial intelligence to empower traditional industries. As one of the important technologies, artificial intelligence will inevitably release a large number of jobs in the development of industrial Internet.
Third: artificial intelligence technology will become one of the necessary skills for people in the workplace. As agents gradually enter the production environment, people in the workplace will communicate and cooperate with a large number of agents frequently in the future, which puts forward new requirements for people in the workplace, that is, they need to master the related technologies of artificial intelligence. From this point of view, mastering artificial intelligence technology will become an inevitable trend in the future, and the education market of related skills will also usher in huge development opportunities.