Information technology is the third industrial revolution in human history. The popularity of computers, the Internet, and smart home technology has greatly facilitated people's daily lives. Through programming, humans can hand over the interaction logic designed in advance to the machine to execute repeatedly and quickly, thereby freeing humans from simple and tedious repetitive labor. However, for tasks that require a high level of intelligence, such as face recognition, chart robots, and autonomous driving, it is difficult to design clear logic rules. Therefore, traditional programming methods are powerless to those kinds of tasks, whereas artificial intelligence(AI), as the key technology to solve this kind of problem, is very promising.
Wigh the rise of deep learning algorithms, AI has achieved or even surpassed hymanlike intelligence on some tasks. For example, the AlphaGo program has defeated Ke Jie, one of the stongest human Go players, and OpenAI Five has beaten the champion team OG on the Dota2 game. In the meantime, practical technologies such as face recognition, intelligent speech, and machine translation have entered people's daily lives. Now our lives are actully surrounded by AI. Although the current level of intelligence that can be reached is still a long way from artificial general intelligence(AGI), we still firmly believe that the era of AI has arrived.
Next, we will introduce the concepts of AI, machine learning, and deep learning, as well as the connecctions and differences between them.
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