What do python full stack engineers need to learn?

Python full-stack engineers are a relatively popular type of talent. The Python language itself has full-end development capabilities, so there are more Python full-stack engineers.

What do Python full-stack engineers need to learn?

For Python full-stack engineers, they need to master the following knowledge structure:

First, Python Basic grammar of the language. It is not difficult to master the basic syntax of the Python language. It can even be said to be very simple. Because Python is a scripting language, the syntax is relatively straightforward.

Second, Python is used for web development.

Python is one of the three traditional solutions for web development (also including Java and PHP). Web development is something that full-stack engineers must master. To do web development with Python, you need to learn the corresponding framework, such as Django.

Third, Python does data analysis. Data analysis in Python is a relatively common application scenario. To do data analysis in Python, you need to learn the corresponding algorithm and implementation process. Libraries that will be used include Numpy, matplotlib, etc.

Fourth, Python is used as a crawler. Python crawler application is a very common application, and there are a large number of cases for reference.

Fifth, Python is used for machine learning applications. Python is currently very commonly used in the field of machine learning (artificial intelligence related), so it is necessary for Python full-stack engineers to master machine learning-related content. Algorithms that need to be mastered include decision trees, naive Bayes, regression, kNN classification, etc. At the same time, basic knowledge of linear algebra and probability theory is required.

Of course Python also has its shortcomings, that is, it is slower, slower than C, C, and Java. This is a limitation because in many fields there are extreme requirements for the running speed of the language. For example, if you take the missile interception program, every second counts. Obviously python will be passed in the first step. But for other areas, such as the calculation of bridge parameters, I believe there is not much difference between 20 minutes and 18 minutes. The second point is from a utilitarian point of view, that is, there is no Python option in the current computer grade examination. Of course, I believe that in 10 years, maybe 5 years, we will be able to get the Python computer grade certificate.

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