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This course aims to teach data analysis beginners fundamental skills for the entire Python data analysis workflow. As an e-commerce planner and developer leveraging real-world data analysis, I crafted this for easy acquisition and immediate application of the full Python data analysis process.

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[Renewed] First-time Python Data Analysis (Easy! Learn the entire process of preprocessing, pandas, and visualization) [Data Analysis/Science Part1]

입문

초급

중급이상

파이썬

Python

판다스

Pandas

Course introduction and things to know before class


Understanding Jupyter Notebook Installation and Usage (Preparation)


Python Syntax Summary for Data Analysis


Understanding Various Data Formats for Data Analysis and Utilizing Python


Pandas basic syntax, understanding, and utilization of exploratory data analysis.


Understanding Exploratory Data Analysis and Familiarizing Yourself with Basic Data Analysis Patterns


Learning how to use the pandas library for data preprocessing


Understanding the COVID-19 Situation Through Practical Python Data Preprocessing


How to Use the Latest Visualization Libraries for Data Analysis


Analyzing Real Data: The Hottest E-commerce Data
