Vik Paruchuri - Dataquest’s founder has put together a fantastic resource on building a data science portfolio. Article is one in series of 3 articles and together they create comprehensive overview how to demonstrate your skills for potential employer in data science industry.
Article describes how to create end to end project, including:
- Understanding the context
- Exploring the data and figuring out the nuances
- Creating a well-structured project, so its easy to integrate into operational flows
- Writing high-performance code that runs quickly and uses minimal system resources
- Documenting the installation and usage of your code well, so others can use it
Summary: If you put some work in, you can make a great portfolio that companies are impressed by. And an example code in Python included in GitHub repository.
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