Do you still have the opportunity to become a machine learning engineer without professional background?

What is machine learning ？

In a broad sense , Machine learning is a method that can endow machine learning with the ability to complete the function that direct programming can't . But in the sense of practice , Machine learning is a way of using data , Training out models , Then use a method of model prediction .

“ Training ” And “ forecast ” Two processes of machine learning ,“ Model ” Is the intermediate output of the process ,“ Training ” produce “ Model ”,“ Model ” To guide the “ forecast ”.

The machine learning method is that the computer makes use of the existing data ( Experience ), And we got a model ( The law of being late ), And use this model to predict the future .

Scope of machine learning

Machine learning and pattern recognition , Statistical learning , data mining , Computer vision , speech recognition , There is a deep connection between natural language processing and other fields . In terms of scope , Machine learning and pattern recognition , Statistical learning , Data mining is similar , meanwhile , The combination of machine learning and other processing technologies , Forming computer vision 、 speech recognition 、 Natural language processing and other interdisciplinary subjects . therefore , Generally speaking, data mining , It can be equated with machine learning . meanwhile , What we usually call machine learning applications , It should be universal , Not limited to structured data , There are also images. , Audio and other applications .

Application of machine learning

Machine learning is applied to almost every industry , social media 、 Online retailers 、 The medical field , Help doctors use diagnostic tests and equipment more effectively to detect