[greedy college] recommended system engineer training plan

At least in our generation , Artificial intelligence cannot rule human beings , You can put your heart in your stomach ！

Have you often heard this year xxGo Which go player did you win first 、xxx With millions of parameters , Can write their own code . So someone began to remind everyone ： Everyone is quiet , Listen to me , Artificial intelligence will soon rule human beings , We must be alert to the threat of artificial intelligence ！

The artificial intelligence emphasized by some scholars here is actually Strong artificial intelligence . What is strong artificial intelligence ？ Let's take a look at the explanation of Baidu entry ： reasoning （Reasoning） and solve the problem （Problem_solving） Smart machines . also , Such a machine would be considered to be Conscious , Have a sense of self Of . Sure Independent thinking The question is not Develop solutions The best solution , Have their own Values and world outlook system . There are and biological The same instincts , Such as survival and security needs . In a sense, it can be regarded as a kind of New civilization . This strong artificial intelligence , Is the real threat to human existence , Such strong artificial intelligence , It's like a New civilization The birth of , Throughout history , A new civilization , It will inevitably have an impact on the old civilization ！ So there is no reason to be vigilant .

however , Let's wait a little , Almost a mechanical public enemy ！ Let's see first The level of artificial intelligence at this stage Well .

At this stage, the so-called artificial intelligence , Actually, it's just Weak artificial intelligence （ Short for retarded ）, Ha ha ha . Let's have a general understanding of the present stage Artificial intelligence How does it work . To put it bluntly , Artificial intelligence at this stage is From a large amount of data “ independent ” Learn a certain amount of knowledge , Then apply . It's mentioned here Autonomous Learning , That's some “ bosses ” You'll say , You're not saying you can learn by yourself , Even strong artificial intelligence ？ Why is it retarded ？ Would rather wait for me to explain , What is autonomous learning here , Namely Keep trying through the program , feedback , The process of approximating an equation . you 're right , Namely solve equations . In high school Find the minimum value of a function Well ？ you 're right , At this stage, artificial intelligence is to use computers to find a The minimum value of an extremely complex function . So there was Gradient descent method 、 Back propagation algorithm , These two algorithms are neural network The most basic algorithm . As for what is a neural network , We don't need to expand here , You can understand it as an extremely complex equation . But you need to know neural network It is the foundation of artificial intelligence at this stage , On this basis, various kinds of network structures are derived , such as ： Deep neural networks 、 Convolutional neural networks 、 Against generative networks 、 Long and short term memory artificial neural network 、 Graph neural network and so on . It seems that there are so many fancy networks , But in fact, there is no escape from using a large amount of data to solve the equation （ To be more precise, it should be The optimal solution of the approximation equation Of ） Basic operation . Of course, if you want to have a comprehensive understanding of artificial intelligence at this stage , I don't want to be confused by those complicated mathematical formulas , I recommend you to read this book 《 New brain of machine ： How did I learn to stop worrying and fall in love with Al Of 》.

Still learning , Keep going ！ If necessary , You can see my name and number, spell lessons together or share with each other .