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Various other helpful tools and resources #10

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2 changes: 2 additions & 0 deletions README.md
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Expand Up @@ -67,6 +67,8 @@ This list covers only Python, as many are already familiar with this language. [
- [Spacy](https://spacy.io/) - Open source toolkit for working with text-based data.
- [LightGBM gradient boosting framework](https://github.com/Microsoft/LightGBM) - Successfully used in many Kaggle challenges.
- [Amazon AWS](https://aws.amazon.com/) - Rent cloud servers for more timeconsuming calculations (r4.xlarge server is a good place to start).
- [Explore Data Science](https://kandi.openweaver.com/explore/data-science) - Curated list of libraries, packages, source code, cloud functions and APIs.



## Data Science Challenges for Beginners
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