Welcome to the Python Coding Interview Questions and Answers repository for Data Scientists. This repository is designed to help you prepare for technical interviews focused on Python programming in the context of data science roles.
As a data scientist, it's essential to not only have a strong grasp of statistical concepts and machine learning algorithms but also possess excellent programming skills. This repository aims to provide a collection of Python coding interview questions tailored for data science roles. Whether you are preparing for an interview or looking to enhance your Python skills, you'll find a variety of questions and detailed answers here.
The repository covers a wide range of Python coding topics relevant to data science interviews, including but not limited to:
- Data manipulation with pandas
- Statistical analysis
- Machine learning algorithms
- Data visualization with libraries like Matplotlib and Seaborn
- SQL queries for data retrieval and manipulation
- Python programming concepts and best practices
Feel free to explore the folders and find questions categorized by topics.
- Browse the Questions: Explore the folders and choose a specific topic you want to focus on.
- Read the Questions: Each topic folder contains a set of interview questions in Markdown format.
- Review the Answers: Answers to the questions are provided in separate files. Compare your solutions with the detailed explanations provided.
Contributions are welcome! If you have additional questions, improvements to existing answers, or new topics to add, please follow these steps:
- Fork the repository.
- Create a new branch for your changes.
- Make your modifications and commit them.
- Create a pull request, explaining the changes you've made.
Please ensure that your contributions align with the overall theme of Python coding interviews for data science roles.
This repository is licensed under the MIT License. Feel free to use, modify, and share the content, but make sure to provide proper attribution.
Happy coding and best of luck with your data science interviews!
I’m a seasoned Data Scientist and founder of TowardsMachineLearning.Org. I've worked on various Machine Learning, NLP, and cutting-edge deep learning frameworks to solve numerous business problems.