用户画像>> Data-scientist-with-Python-career-track>> 返回
项目作者： alan-nguyen

项目描述 ：
Data Science career track from Datacamp
高级语言： Jupyter Notebook
项目地址: git://github.com/alan-nguyen/Data-scientist-with-Python-career-track.git


Data Scientist with Python - Career Track

This career track is from Datacamp, combined of 26 courses with total of 84 hours.

Content

  1. Introduction to Python
  2. Imtermediate Python for Data Science
  3. Python Data Science Toolbox I
  4. Python Data Science Toolbox II
  5. Importing Data in Python I
  6. Importing Data in Python II
  7. Cleaning Data in Python
  8. pandas Foundations
  9. Manipulating DataFrames with pandas
  10. Merging DataFrames with pandas
  11. Analyzing Police Activity with pandas
  12. Intro to SQL for Data Science
  13. Introduction to Relational Databases in SQL
    14. Introduction to Data Visualization with Python
  14. Interactive Data Visualization with Bokeh
  15. Statistical Thinking in Python 1
  16. Statistical Thinking in Python 2
  17. Joing Data in SQL
  18. Introduction to Shell for Data Science
  19. Conda Essentials
  20. Supervised Learning with scikit-learn
  21. ML with experts School budgets
  22. Unsupervised Learning
  23. ML with Tree-based models
  24. Deep Learning
  25. Network Analysis 1