Artificial intelligence mainly simulates human intelligence, mainly simulates the information process of human consciousness and thinking. The basic knowledge of mathematics contains the basic ideas and methods to deal with intelligent problems, which is also an essential element to understand complex algorithms. Therefore, to understand artificial intelligence, we must first master the necessary basic knowledge of advanced mathematics.
Artificial intelligence is a branch of computer science. If a machine can learn, it needs an information processing center, which is equivalent to a human brain. Learning and thinking, data processing, right and wrong judgment, logical reasoning and other intellectual behaviors will be carried out here. This processing center is also a place for storing knowledge, storing what has been learned and using it when necessary. The processing center will accept external signal input and output the information after data processing. This is essentially similar to a mathematical function.
At present, there are six research fields of artificial intelligence, including natural language processing, computer vision, machine learning, knowledge representation, automatic reasoning and robotics. These research directions are inseparable from mathematical knowledge, so if you want to go further in the field of artificial intelligence research and development, a solid mathematical foundation is essential. However, although artificial intelligence will require mathematical knowledge, it will not be too high, so even some friends with poor mathematical knowledge can learn artificial intelligence technology, because they can slowly make up their own mathematical knowledge in learning, and they will not use particularly complicated mathematical problems in the initial stage of learning artificial intelligence, mainly some basic knowledge such as linear algebra and probability theory.
If you want to learn artificial intelligence, you need to see what stage you are in now. If you are still a fresh graduate, you can naturally cope with the mathematical knowledge used in artificial intelligence and learn programming well.
If you are a friend who has graduated and started to work, and you are in related industries, you may have mastered the ability of programming at work, then what you mainly lack is math knowledge, and you just need to review it again.
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