課程大綱： Python for Data Analysis培訓
Introduction
Overview of Python and its Powerful Ecosystem for Data Analysis
Getting Started
Setting up the development environment
Installing Python, Numpy, and Pandas
Installing Jupyter
Pythong Programming for Data Analysis
Overview of Python syntax
Writing and running Python code
Working with Data
Importing a dataset
Cleaning the data
The Python Data Frame
Understanding data frames
Manipulating data in a date frame
Gaining Insights from Data
Summarizing the data
Generating reports
Visualizing data
Saving Your Python Code
Saving your code in a version control repository
Allowing others to access your code
Improving Your Code
Testing your code and fixing the errors
Tightening your code using an iterative approach
Taking Your Code to Production
Uploading your code to a website
Automating the executing of your code
Python Programming Best Practices
Summary and Conclusion
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