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Python - Last words and further tips
This article is a part of the Python - 101 series, you can access the full version of the series here:
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Coding 101
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Writing functions in Python
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Control flows in Python
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Errors and exceptions
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Classes
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Last words and further tips (you are here!)
Welcome to the thirteenth article of the Python - Coding 101 series, which is also the end of the Python - Coding 101 series. In this last article, I will talk about:
1. Next steps
Now that you have completed the series, you are expected to be familiar with
- Data structures: list, tuple, dictionary, etc.
- Functions: functions definition, scopes of variable, lambda functions
- Control Flow: for loop, while loop, if…else
- Classes: how and when to use classes, special methods in classes
With these knowledge, you are now about 70% ready to do your first data science project. As a next step, learn to utilize external libraries to help you with you DS task, including but not limited to:
- Pandas for working with dataframe (source: dataquest)
- Seaborn for data visualization (source: datacamp)
- Scikit-learn for machine learning (source: datacamp)
2. What articles will follow this series
After finishing the 101 series on programming, we will continue another 101 series on statistics, together with some articles on tips on programming, which I think would be beneficial for you to know about.
So stay tuned for more ^^
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