https://github.com/vuanhtuan1012/data-scientist-with-python

Notes on career track "Data Scientist with Python" at DataCamp
https://github.com/vuanhtuan1012/data-scientist-with-python

importing-data matlab numpy pandas python3 sqlalchemy

Last synced: about 1 month ago
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Notes on career track "Data Scientist with Python" at DataCamp

• Host: GitHub
• URL: https://github.com/vuanhtuan1012/data-scientist-with-python
• Owner: vuanhtuan1012
• License: mit
• Created: 2021-01-03T03:09:12.000Z (about 4 years ago)
• Default Branch: main
• Last Pushed: 2021-05-12T20:11:53.000Z (almost 4 years ago)
• Last Synced: 2024-11-17T08:18:48.493Z (3 months ago)
• Topics: importing-data, matlab, numpy, pandas, python3, sqlalchemy
• Language: Jupyter Notebook
• Homepage:
• Size: 4.68 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Data Scientist with Python

Notes on career track **Data Scientist with Python** at DataCamp.

1. [Introduction to Python](https://www.datacamp.com/statement-of-accomplishment/course/65f2881759a6a93771fa52b03dc264a0ea29d5cb) :heavy_check_mark:

2. [Intermediate Python](https://www.datacamp.com/statement-of-accomplishment/course/457c307e4e13ecf86a3f77ea429cc8d2bddadbd8) :heavy_check_mark:

3. [Investigating Netflix Movies and Guest Stars in the Office](03_Investigating%20Netflix%20Movies%20and%20Guest%20Stars%20in%20The%20Office) :heavy_check_mark:

4. [Data Manipulation with Pandas](https://www.datacamp.com/statement-of-accomplishment/course/f4eebeb0c54b6cc7243756a443beba6e4a6e6c16) :heavy_check_mark:

5. The Android App Market on Google Play

6. Joining Data with Pandas

7. The GitHub History of the Scala Language

8. Introduction to Data Visualization with Matplotlib

9. Introduction to Data Visualization with Seaborn

10. [Python Data Science Toolbox (Part 1)](https://www.datacamp.com/statement-of-accomplishment/course/ed257cd8a02e2734a2b146e9e766b6c4c7172721) :heavy_check_mark:

11. [Python Data Science Toolbox (Part 2)](https://www.datacamp.com/statement-of-accomplishment/course/b7b071f4e6b84518f010ee7d3acd83514ca0c291) :heavy_check_mark:

12. Intermediate Data Visualization with Seaborn

13. A Visual History of Nobel Prize Winners

14. [Introduction to Importing Data in Python](14_Introduction%20to%20Importing%20Data%20in%20Python.md) :heavy_check_mark:

15. Intermediate Importing Data in Python

16. Cleaning Data in Python

17. Working with Dates and Times in Python

18. Writing Functions in Python

19. Exploratory Data Analysis in Python

20. Analyzing Police Activity with Pandas

21. Statistical Thinking in Python (Part 1)

22. Statistical Thinking in Python (Part 2)

23. Dr. Semmelweis and the Discovery of Handwashing

24. Supervised Learning with scikit-learn

25. Predicting Credit Card Approvals

26. Unsupervised Learning in Python

27. Machine Learning with Tree-Based Models in Python

28. Case Study: School Budgeting with Machine Learning in Python

29. Cluster Analysis in Python