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README: Complete three new courses
Jan 2, 2025
83af734 · Jan 2, 2025

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README.md

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Data Scientist with Python Track Study

Objectives

Members

Progress

Career Track: Associate Data Scientist in Python

1. Introduction to Python

Member Statement of Accomplishment
@again4you ✅
@juseful ✅
@Juyounge-e ✅
@petanerd ✅
@sangwoolee392
@wooksong ✅
@Yennyx ✅

2. Intermediate Python

Member Statement of Accomplishment
@again4you ✅
@juseful ✅
@Juyounge-e ✅
@petanerd ✅
@sangwoolee392
@wooksong ✅
@Yennyx ✅

3. Project: Investigating Netflix Movies

Member Done
@again4you ✅
@juseful ✅
@Juyounge-e ✅
@petanerd ✅
@sangwoolee392
@wooksong ✅
@Yennyx ✅

4. Data Manipulation with pandas

Member Statement of Accomplishment
@again4you ✅
@juseful ✅
@Juyounge-e ✅
@petanerd ✅
@sangwoolee392
@wooksong ✅
@Yennyx ✅

5. Project: Exploring NYC Public School Test Result Scores

Member Done
@again4you
@juseful
@Juyounge-e
@petanerd
@sangwoolee392
@wooksong ✅
@Yennyx

6. Joining Data with Pandas

Member Statement of Accomplishment
@again4you ✅
@juseful ✅
@Juyounge-e ✅
@petanerd ✅
@sangwoolee392
@wooksong ✅
@Yennyx ✅

7. Introduction to Statistics in Python

Member Statement of Accomplishment
@again4you ✅
@juseful ✅
@Juyounge-e
@petanerd ✅
@sangwoolee392
@wooksong ✅
@Yennyx ✅

8. Introduction to Data Visualization with Matplotlib

Member Statement of Accomplishment
@again4you ✅
@juseful ✅
@Juyounge-e
@petanerd ✅
@sangwoolee392
@wooksong ✅
@Yennyx [✅]

9. Introduction to Data Visualization with Seaborn

Member Statement of Accomplishment
@again4you ✅
@juseful ✅
@Juyounge-e
@petanerd ✅
@sangwoolee392
@wooksong ✅
@Yennyx ✅

10. Project: A Visual History of Nobel Prize Winners

Member Done
@again4you ✅
@juseful
@Juyounge-e ✅
@petanerd ✅
@sangwoolee392
@wooksong ✅
@Yennyx ✅

11. Introduction to Functions in Python

Member Done
@again4you
@juseful ✅
@Juyounge-e
@petanerd
@sangwoolee392
@wooksong ✅
@Yennyx

12. Python Data Science Toolbox

Member Statement of Accomplishment
@again4you
@juseful ✅
@Juyounge-e
@petanerd
@sangwoolee392
@wooksong ✅
@Yennyx

13. Skill Assessment: Data Manipulation with Python

Member Statement of Accomplishment
@Juyounge-e
@petanerd
@sangwoolee392
@wooksong ✅ Advanced (Score:140 / Percentile: 90th)
@Yennyx

14. Exploratory Data Analysis in Python

Member Statement of Accomplishment
@again4you
@juseful
@Juyounge-e
@petanerd
@sangwoolee392
@wooksong ✅
@Yennyx

15. Project: Analyzing Crime in Los Angeles

Member Done
@again4you
@juseful
@Juyounge-e
@petanerd
@sangwoolee392
@wooksong ✅
@Yennyx

16. Working with Categorical Data in Python

Member Statement of Accomplishment
@again4you
@juseful
@Juyounge-e
@petanerd
@sangwoolee392
@wooksong ✅
@Yennyx

17. Project: Customer Analytics: Preparing Data for Modeling

Member Done
@again4you
@juseful
@Juyounge-e
@petanerd
@sangwoolee392
@wooksong ✅
@Yennyx

18. Data Communication Concepts

Member Statement of Accomplishment
@Juyounge-e
@petanerd
@sangwoolee392
@wooksong ✅
@Yennyx

19. Introduction to Importing Data in Python

Member Statement of Accomplishment
@Juyounge-e
@petanerd
@sangwoolee392
@wooksong ✅
@Yennyx

20. Cleaning Data in Python

Member Statement of Accomplishment
@Juyounge-e
@petanerd
@sangwoolee392
@wooksong ✅
@Yennyx

21. Project: Exploring Airbnb Market Trends

Member Done
@again4you
@juseful
@Juyounge-e
@petanerd
@sangwoolee392
@wooksong ✅
@Yennyx

22. Working with Dates and Times in Python

Member Statement of Accomplishment
@Juyounge-e
@petanerd
@sangwoolee392
@wooksong ✅
@Yennyx

23. Skill Assessment: Importing & Cleaning Data with Python

Member Statement of Accomplishment
@Juyounge-e
@petanerd
@sangwoolee392
@wooksong ✅ Advanced (Score:151 / Percentile: 95th)
@Yennyx

24. Writing Functions in Python

Member Statement of Accomplishment
@Juyounge-e
@petanerd
@sangwoolee392
@wooksong ✅
@Yennyx

25. Skill Assessment: Python Programming

Member Statement of Accomplishment
@Juyounge-e
@petanerd
@sangwoolee392
@wooksong ✅ Advanced (Score:160 / Percentile: 97th)
@Yennyx

26. Introduction to Regression with statsmodels in Python

Member Statement of Accomplishment
@Juyounge-e
@petanerd
@sangwoolee392
@wooksong ✅
@Yennyx

27. Project: Modeling Car Insurance Claim Outcomes

Member Done
@again4you
@juseful
@Juyounge-e
@petanerd
@sangwoolee392
@wooksong ✅
@Yennyx

28. Sampling in Python

Member Statement of Accomplishment
@Juyounge-e
@petanerd
@sangwoolee392
@wooksong ✅
@Yennyx

29. Hypothesis Testing in Python

Member Statement of Accomplishment
@Juyounge-e
@petanerd
@sangwoolee392
@wooksong ✅
@Yennyx

30. Experimental Design in Python

Member Statement of Accomplishment
@Juyounge-e
@petanerd
@sangwoolee392
@wooksong ✅
@Yennyx

31. Project: Hypothesis Testing with Men's and Women's Soccer Matches

32. Supervised Learning with scikit-learn

Member Statement of Accomplishment
@Juyounge-e
@petanerd
@sangwoolee392
@wooksong ✅
@Yennyx

33. Project: Predictive Modeling for Agriculture

34. Unsupervised Learning in Python

Member Statement of Accomplishment
@Juyounge-e
@petanerd
@sangwoolee392
@wooksong ✅
@Yennyx

35. Project: Clustering Antarctic Penguin Species

36. Machine Learning with Tree-Based Models in Python

37. Project: Predicting Movie Rental Durations