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# Basic course of data analysis (and a little bit more) using Python. | ||
This repo is my humble contribution to put some useful information that I have gathered while working with Python and data analysis. | ||
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# Section 1 | ||
Introduction to Python: installation, programming structure, main packages, and Integrated Development Environment (IDE). | ||
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# Section 2 | ||
Exploratory Data Analysis (EDA) | ||
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# Section 3 | ||
Data visualization | ||
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Sometimes it's tricky to choose the right graph to display your data. I like the guide in [data-to-viz](https://www.data-to-viz.com/) | ||
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# Section 4 | ||
Machine learning models | ||
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# License | ||
Please see the [`LICENSE`](https://github.com/datejada/data-analysis-with-python/blob/master/LICENSE) file | ||
# Introduction to Python (and a little bit more) | ||
Hey there! This is a repository that I created to help you start learning Python and data analysis. It's filled with useful information that I'm sure you'll find helpful. Each file has a brief description of its main topic, so you can easily find what you're looking for. Let me know if you have any questions or need any help! | ||
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- [01-Intro2Python-bases.ipynb](01-Intro2Python-bases.ipynb): Introduction to Python basics. | ||
- [02-Intro2Python-pandas.ipynb](02-Intro2Python-pandas.ipynb): Introduction to using pandas library in Python. | ||
- [03-Intro2Python-viz](03-Intro2Python-viz): Introduction to data visualization in Python. | ||
- [04-Intro2Python-bucles.ipynb](04-Intro2Python-bucles.ipynb): Introduction to loops in Python. | ||
- [05-Intro2Python-ExtraMaterial1.ipynb](05-Intro2Python-ExtraMaterial1.ipynb): Time series analysis using pandas. | ||
- [06-Intro2Python-ExtraMaterial2.ipynb](06-Intro2Python-ExtraMaterial2.ipynb): Merge function in pandas. | ||
- [07-Intro2Python-ExtraMaterial3.ipynb](07-Intro2Python-ExtraMaterial3.ipynb): More advanced visualizations. |