Python Notebooks & Exercises

Notebooks

[DataStructures](https://github.com/HarshaVardhanBabu/TutorialMaterial/blob/master/DataStructures.ipynb)

[Practice Material I](https://github.com/leriomaggio/python-in-a-notebook)

[Practice Material II](https://github.com/iitmcvg/Python-Exercises) (Exercise I will be sufficient for now.)

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Project - I

[Identifying Prime Number](https://github.com/HarshaVardhanBabu/TutorialMaterial/blob/master/Project%20--%20Python%20Basics.ipynb)

• Write the code to determine a given number is prime or not

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• [If …​ else …​](https://docs.python.org/3/tutorial/controlflow.html#more-control-flow-tools)

• [Defining Functions …​ def ](https://docs.python.org/3/tutorial/controlflow.html#defining-functions)

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Try these small exercises out !!!

Assume data whenever required

1. Create a multiplication table given a number.

2. Create dictionary with keys as number and value as a cube of the number.

3. Create a string and convert it to lower,upper,title case and print those.

4. Given a list, print out the unique elements from the list.

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[Quick Start Numpy](https://docs.scipy.org/doc/numpy/user/quickstart.html)

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Matplotlib exercise

Plot the following functions . y = x^2 (square of x) . y = x^3 (cube of x)

Try plotting on the same axis and two different axes.

Hint: Use plt.subplots(1,1) for one axis and plt.subplots(1,2) for two axis and this returns axes array

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Exercise on Pandas Series

Simple Series Exercise

Exercise on Pandas Dataframe

Intro to data analysis using Pandas

Exercise on GroupBy

Exercise on merge and concat

Exercise on apply

💣 Hands on Pandas 💥