Data Science Your First Day

Data Science Your First Day

Pragmatic AI Labs via YouTube Direct link

Intro

1 of 18

1 of 18

Intro

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Classroom Contents

Data Science Your First Day

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  1. 1 Intro
  2. 2 Data Science Project Structure Overview
  3. 3 Create Github Repo
  4. 4 Launch Github Codespaces
  5. 5 Using Colab Notebook
  6. 6 Using TOC in Colab Notebook
  7. 7 Saving notebook to Colab to Github
  8. 8 Ingesting CSV files into Colab
  9. 9 Describing Data using df.describe
  10. 10 Plotting data with seaborn
  11. 11 lmplot
  12. 12 Comparing cumulative deaths in Covid19 plot by state
  13. 13 Merging Pandas Dataframe with election and Sugar Consumption
  14. 14 Exporting CSV file and uploading to Github from Colab result
  15. 15 Continuous Integration of Jupyter Notebook with Github Actions
  16. 16 Create Makefile
  17. 17 Using Github Actions to test Jupyter via nbval plugin
  18. 18 Using Github Status Badge for Jupyter Notebook test run pass

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