DS & AI

Outline:

• Outline:
  • Note Plans
  • Git and GitHub
  • Python
  • NumPy
  • Pandas
  • Matplotlib

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Note Plans

• Git Notes
• GitHub Notes
• Python Notes
• NumPy Notes
• Pandas Notes
• Matplotlib Notes

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Git and GitHub

1. dfsfsf
2. dfsfsf
3. dfsfsf
4. dfsfsf

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Python

1. dsffs
2. dsffs
3. dsffs
4. dsffs

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NumPy

1. Introducting Numpy
2. Creating Arrays – NumPy
3. Array Attributes – NumPy
4. Indexing Arrays – NumPy
5. Slicing Arrays – NumPy
6. Iterating (over) Array – NumPy
7. Array Manipulation – NumPy
8. Broadcasting Arrays – NumPy
9. Array Operations – NumPy

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• NumPy Basics – 1

Statistical Functions:

• Mean – Statistics & Numpy
• Median – Statistics & Numpy
• Mode – Statistics & Numpy
• Standard Deviation – Statistics & Numpy
• Covariance – Statistics & Numpy
• Coef – Statistics & Numpy
• Correlation – Statistics & Numpy

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Pandas

1. Introducting Pandas
2. xxxxxx – NumPy

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Matplotlib

1. Introducting Matplotlib
2. xxxxxx – NumPy

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