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README.md
README.md
 
 
car-sales-data-manufacture.ipynb
car-sales-data-manufacture.ipynb
 
 
example-notebook.ipynb
example-notebook.ipynb
 
 
introduction-to-matplotlib-video.ipynb
introduction-to-matplotlib-video.ipynb
 
 
introduction-to-matplotlib.ipynb
introduction-to-matplotlib.ipynb
 
 
introduction-to-numpy-video.ipynb
introduction-to-numpy-video.ipynb
 
 
introduction-to-numpy.ipynb
introduction-to-numpy.ipynb
 
 
introduction-to-pandas-video.ipynb
introduction-to-pandas-video.ipynb
 
 
introduction-to-pandas.ipynb
introduction-to-pandas.ipynb
 
 
introduction-to-scikit-learn-OLD.ipynb
introduction-to-scikit-learn-OLD.ipynb
 
 
introduction-to-scikit-learn-video-OLD.ipynb
introduction-to-scikit-learn-video-OLD.ipynb
 
 
introduction-to-scikit-learn-video.ipynb
introduction-to-scikit-learn-video.ipynb
 
 
introduction-to-scikit-learn.ipynb
introduction-to-scikit-learn.ipynb
 
 
matplotlib-exercises-solutions.ipynb
matplotlib-exercises-solutions.ipynb
 
 
matplotlib-exercises.ipynb
matplotlib-exercises.ipynb
 
 
numpy-exercises-solutions.ipynb
numpy-exercises-solutions.ipynb
 
 
numpy-exercises.ipynb
numpy-exercises.ipynb
 
 
pandas-exercises-solutions.ipynb
pandas-exercises-solutions.ipynb
 
 
pandas-exercises.ipynb
pandas-exercises.ipynb
 
 
scikit-learn-exercises-solutions.ipynb
scikit-learn-exercises-solutions.ipynb
 
 
scikit-learn-exercises.ipynb
scikit-learn-exercises.ipynb
 
 
scikit-learn-metric-comparison.ipynb
scikit-learn-metric-comparison.ipynb
 
 
scikit-learn-what-were-covering.ipynb
scikit-learn-what-were-covering.ipynb
 
 
scikit-learn-workflow-example.ipynb
scikit-learn-workflow-example.ipynb
 
 

README.md

Notes

Notebook key:

  • Notebooks with introduction at the start of their filename are the starting point for learning about each of the modules: pandas, NumPy, matplotlib and Scikit-Learn.
  • Notebooks with -video.ipynb on the end are notebooks written during the video lectures of the course.
  • Notebooks without -video.ipynb have much more text and information about the code being written (plenty of extra annotations) and can be used to learn more about what's happening in the videos.
  • Notebooks with -OLD.ipynb have deprecated or broken code in them and should be ignored, they are only kept due to possibly being used to reference later for fixing older errors.
  • Exercise notebooks should be attempted before visiting notebooks with -solutions.ipynb suffixes.