Example of Artificial Intelligence Knowledge Graph (Artificial Intelligence Knowledge Graph) Artific
初学者刚开始学习人工智能时,面对铺天盖地的概念,如,人工智能、机器学习、深度学习、计算机视觉等等,一时间可能...
When beginners first start learning artificial intelligence, they may face overwhelming concepts such as artificial intelligence, machine learning, deep learning, computer vision, and so on. They may be fooled by these "advanced" names for a moment, not knowing how to start, or some students may ask them which aspect of artificial intelligence they are learning after a long time, but they cannot clearly answer and can only provide a rough answer, It is basically a pile of nouns.
So the purpose of this article is to clarify the concepts of artificial intelligence and compare them with human intelligence, so that you can intuitively feel what artificial intelligence is, what artificial intelligence is doing, and how it works. Let's learn together! Conceptual Abbreviation Full Phonetic Meaning AI Artistic Intelligence[ ˌɑ: Ti ˈ Fi ʃə L in ˈ Telid ʒə Artificial Intelligence
ML Machine Learning [m əˈʃ i: N ˈ L ə: Ni ŋ] Machine Learning DL Deep Learning [di ː P ˈ L ə: Ni ŋ] Deep learning CV Computer Vision [k ə M ˈ Pju: t ə ˈ Vi ʒə n] Computer Vision
NLP Natural Language Processing[ ˈ N Å t ʃə R ə L ˈ L Å ŋɡ Wid ʒ Pr əʊˈ SES ɪŋ] Natural language processing
Relationship among artificial intelligence, machine learning, deep learning, computer vision and natural language processing:
Artificial Intelligence vs. Human Intelligence
The above figure compares the artificial intelligence graph with human intelligence images, making it easy for beginners to know what artificial intelligence is, what artificial intelligence is doing, what is true intelligence, what is false intelligence, and so on. The expert system, decision tree, inductive logic, clustering, and so on can distinguish true and false intelligence. Humans can clearly understand their internal analysis processes, and they are just a large and complex program.
The true intelligence artificial neural network is a black box inside, just like our human brain. We don't know the internal analysis process, how it recognizes faces, or how it defeats Go champions. We just constructed a body for it, just like humans. We just gave birth to a child, and we don't know what he thinks in his mind, This is the magic of artificial intelligence.
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