The word artificial intelligence is very popular. In order to keep up with the times, many friends want to learn artificial intelligence. Today, let’s introduce what artificial intelligence is? How should I learn? How to get started?
First, let’s take a look at what is artificial intelligence?
Artificial intelligence = artificial intelligence + intelligence
The definition of artificial intelligence can be divided into two parts, namely "artificial intelligence" and "intelligence".
"Artificial" is easier to understand and less controversial. Sometimes we have to consider what is possible for humans to create, or whether humans are intelligent enough to create artificial intelligence, etc. But in general, "artificial systems" are artificial systems in the usual sense.
So how should artificial intelligence learn? Share some knowledge points to learn.
①Basics of mathematics: advanced mathematics, linear algebra, probability theory, mathematical statistics and stochastic processes, discrete mathematics, and numerical analysis.
② Algorithm accumulation: artificial neural networks, support vector machines, genetic algorithms and other algorithms, and of course algorithms needed in various fields. For example, if you want the robot to navigate and map the location environment by itself, you need to study SLAM. Many algorithms require time. accumulation.
③ Master at least one programming language: after all, the implementation of algorithms still requires programming;
④ Electrical basics: If you go deep into hardware, some basic electronic courses are indispensable;
⑤ Neural network: Artificial intelligence is a relevant subject. If you want to become a master, you must have fuzzy control, bionics, system identification and other contents.
Each of these subjects is broad and profound, but at the same time many things are connected. After you have learned a lot of knowledge and have a certain foundation, you will be able to draw parallels when looking at related knowledge. The key here is to have your own thinking and not follow what others say. After all, artificial intelligence is an evolving subject with endless challenges and fun.