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| # DEC-foundations-of-python | ||
| Materials for the course Foundations of Python for Data Science, created and maintained by DEC | ||
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| This repository contains all the material for the DEC Python training. | ||
| This training is developed by DIME Analytics and DECDG. | ||
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| ## Course content | ||
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| This training is structured into three parts. | ||
| Part 0 is a single session introduction for people with no coding background. | ||
| Part 1 is a course that covers the foundations of Python | ||
| used in almost any type of Python data science project. | ||
| Part 2 is a collection of stand alone sessions that | ||
| assumes knowledge in the foundations of Python | ||
| and each session dives deeper into the advanced topic. | ||
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| #### Links to content | ||
| * **Part 0 - Intro to Programming** | ||
| * [Slides](https://github.com/worldbank/dec-python-course/blob/main/0-intro-to-programming/0-intro-to-programming.pdf) | ||
| * **Part 1 - Foundations of Data Science in Python** | ||
| * Session 1 - Variable types and Python syntax | ||
| * [Jupyter notebook](https://github.com/worldbank/dec-python-course/blob/main/1-foundations/1-types-and-syntax/foundations-s1.ipynb) | ||
| * [Colab notebook](https://colab.research.google.com/github/worldbank/dec-python-course/blob/main/1-foundations/1-types-and-syntax/foundations-s1.ipynb) | ||
| * [Suggested solutions](https://github.com/worldbank/dec-python-course/blob/main/1-foundations/1-types-and-syntax/solutions-s1.ipynb) | ||
| * Session 2 - Control flow and functions | ||
| * [Jupyter notebook](https://github.com/worldbank/dec-python-course/blob/main/1-foundations/2-control-flows-and-functions/foundations-s2.ipynb) | ||
| * [Colab notebook](https://colab.research.google.com/github/worldbank/dec-python-course/blob/main/1-foundations/2-control-flows-and-functions/foundations-s2.ipynb) | ||
| * [Suggested solutions](https://github.com/worldbank/dec-python-course/blob/main/1-foundations/2-control-flows-and-functions/solutions-s2.ipynb) | ||
| * Project 1 - Schelling model | ||
| * [Jupyter notebook](https://github.com/worldbank/dec-python-course/blob/main/1-foundations/project-1-schelling-model/project-1-schelling-model-of-segregation.ipynb) | ||
| * [Colab notebook](https://colab.research.google.com/github/worldbank/dec-python-course/blob/main/1-foundations/project-1-schelling-model/project-1-schelling-model-of-segregation.ipynb) | ||
| * [Suggested solutions](https://github.com/worldbank/dec-python-course/blob/main/1-foundations/project-1-schelling-model/project1-solutions.ipynb) | ||
| * Session 3 - NumPy and Pandas | ||
| * [Jupyter notebook](https://github.com/worldbank/dec-python-course/blob/main/1-foundations/3-numpy-and-pandas/foundations-s3.ipynb) | ||
| * [Colab notebook](https://colab.research.google.com/github/worldbank/dec-python-course/blob/main/1-foundations/3-numpy-and-pandas/foundations-s3.ipynb) | ||
| * [Suggested solutions](https://github.com/worldbank/dec-python-course/blob/main/1-foundations/3-numpy-and-pandas/solutions-s3.ipynb) | ||
| * Session 4 - APIs and introduction to data visualization in Python | ||
| * APIs | ||
| * [Slides](https://github.com/worldbank/dec-python-course/blob/main/1-foundations/4-api-and-dataviz/Introduction%20to%20APIs.pdf) | ||
| * [Jupyter notebook](https://github.com/worldbank/dec-python-course/blob/main/1-foundations/4-api-and-dataviz/foundations-s4-api.ipynb) | ||
| * [Colab notebook](https://colab.research.google.com/github/worldbank/dec-python-course/blob/main/1-foundations/4-api-and-dataviz/foundations-s4-api.ipynb) | ||
| * [Suggested solutions](https://github.com/worldbank/dec-python-course/blob/main/1-foundations/4-api-and-dataviz/foundations-s4-api-solutions.ipynb) | ||
| * Data visualization | ||
| * [Jupyter notebook](https://github.com/worldbank/dec-python-course/blob/main/1-foundations/4-api-and-dataviz/foundations-s4-dataviz.ipynb) | ||
| * [Colab notebook](https://colab.research.google.com/github/worldbank/dec-python-course/blob/main/1-foundations/4-api-and-dataviz/foundations-s4-dataviz.ipynb) | ||
| * Project 2 - | ||
| * [Jupyter notebook](https://github.com/worldbank/dec-python-course/blob/main/1-foundations/project-2-rasters_and_functions/Project%202.ipynb) | ||
| * [Colab notebook](https://colab.research.google.com/github/worldbank/dec-python-course/blob/main/1-foundations/project-2-rasters_and_functions/Project%202.ipynb) | ||
| * [Suggested solutions](https://github.com/worldbank/dec-python-course/blob/main/1-foundations/project-2-rasters_and_functions/Project%202_Solutions.ipynb) | ||
| * **Part 2 - Advanced topics of Data Science of Python** | ||
| * Not developed yet | ||
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| ## Contact | ||
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| If you have any questions you can contact one of the teams behind this training | ||
| on [email protected]. |