https://github.com/amirreza81/kaggle-pandas-course-solutions
Kaggle Pandas Course - Solved exercises in another way of sample solution
https://github.com/amirreza81/kaggle-pandas-course-solutions
data data-analysis data-cleaning data-manipulation data-science dataframe jupyter-notebook kaggle machine-learning open-source pandas
Last synced: 8 months ago
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Kaggle Pandas Course - Solved exercises in another way of sample solution
- Host: GitHub
- URL: https://github.com/amirreza81/kaggle-pandas-course-solutions
- Owner: Amirreza81
- Created: 2025-02-13T17:13:23.000Z (8 months ago)
- Default Branch: main
- Last Pushed: 2025-02-19T19:30:03.000Z (8 months ago)
- Last Synced: 2025-02-19T20:28:40.994Z (8 months ago)
- Topics: data, data-analysis, data-cleaning, data-manipulation, data-science, dataframe, jupyter-notebook, kaggle, machine-learning, open-source, pandas
- Language: Jupyter Notebook
- Homepage:
- Size: 479 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Kaggle Pandas Course - Solutions
🚀 **Master Pandas for Data Analysis**
Welcome to my repository containing solutions to the exercises from the [Kaggle Pandas Course](https://www.kaggle.com/learn/pandas). This repo serves as a comprehensive reference for mastering data manipulation with Pandas, featuring well-documented solutions and my course completion certificate.
## 📌 Repository Contents
### 📖 1. Creating, Reading & Writing Data
- Loading data from various sources
- Writing and exporting data
- [Functions](https://github.com/Amirreza81/Kaggle-Pandas-Solved-Exercises/blob/main/1.%20Creating%2C%20Reading%20and%20Writing/readme.md)
### 📖 2. Indexing, Selecting & Assigning
- Selecting specific rows and columns
- Advanced indexing techniques
- [Functions](https://github.com/Amirreza81/Kaggle-Pandas-Solved-Exercises/blob/main/2.%20Indexing%2C%20Selecting%20%26%20Assigning/readme.md)
### 📖 3. Summary Functions & Mapping
- Aggregating and summarizing data
- Applying custom transformations
- [Functions](https://github.com/Amirreza81/Kaggle-Pandas-Solved-Exercises/blob/main/3.%20Summary%20Functions%20and%20Maps/readme.md)
### 📖 4. Grouping & Sorting
- Performing **groupby()** operations
- Sorting and ranking data
- [Functions](https://github.com/Amirreza81/Kaggle-Pandas-Solved-Exercises/blob/main/4.%20Grouping%20and%20Sorting/readme.md)
### 📖 5. Data Types & Handling Missing Values
- Converting data types
- Dealing with missing data
- [Functions](https://github.com/Amirreza81/Kaggle-Pandas-Solved-Exercises/blob/main/5.%20Data%20Types%20and%20Missing%20Values/readme.md)
### 📖 6. Renaming & Combining DataFrames
- Renaming columns efficiently
- Merging and concatenating datasets
- [Functions](https://github.com/Amirreza81/Kaggle-Pandas-Solved-Exercises/blob/main/6.%20Renaming%20and%20Combining/readme.md)
## 🏆 Certification
My **Kaggle Pandas Course Certificate**:
