Is python data analysis difficult to learn?

There are many novices who have no foundation and want to learn python data analysis, but they are struggling with whether python data analysis is difficult to learn? Below, Rong Mei has compiled information for you to share with you!

1. Is python difficult?

Python can be said to be a relatively mainstream and easy-to-learn language. Due to the freedom of grammar, Python is simple and powerful. You may have heard of many popular programming languages, such as C, C and other C-based languages. Python is much easier to get started than these languages. You can learn it even without any programming experience.

2. Does learning data analysis require good English (mathematics)?

I often hear people ask, does learning data analysis require good English (mathematics)? In fact, the relationship between programming and English is not particularly big. When we do data analysis, it is more about learning the usage of the python language and understanding the logic of programming. It has nothing to do with English. If you encounter words you don’t know during the programming process, look it up in the dictionary. , which can basically solve 99.99% of programming problems. English is not a prerequisite for learning programming well. So do you need mathematical knowledge to learn programming and data analysis well? The answer is that basic mathematical knowledge is still needed. Programming is a logic course, which is similar to mathematics. If you want to be a data analyst, you must master a certain knowledge of statistical probability. This is necessary to learn Python well and become a data analyst.

3. How long does it take to learn

The basic part of python is very simple. If you start from scratch, you can master the basic knowledge of python in about 1 month of normal study. If you continue to study for another 3 months, you will basically be able to master all the advanced knowledge of Python, including familiar third-party libraries such as numpy, pandas, and matplotlib. I believe everyone has understood that learning Python is actually not difficult. The key is to find a suitable learning method and persist in learning. Whether it is self-study or enrolling in a class, each has its own advantages and disadvantages. If you are very self-study, there are comparisons. If you have strong logical thinking ability and hands-on ability, it is recommended that you study by yourself. Otherwise, I still recommend that you sign up for a class. If you sign up for a class, you will be guided by a teacher, which makes it easier to find the learning direction and determine the learning goals, but you must consider the cost.

The above is the detailed content of Is python data analysis difficult to learn?. For more information, please follow other related articles on the PHP Chinese website!