Panda.

1. Create a pandas Dataframe with data as shown.

2. Extract Emilys details from the Dataframe.

3. Find the names of all the persons registered.

4. Find the average # of Attempts

5. Try reading data stored in an excel file.

6. Print the # of rows and columns in the Dataframe

7. Extract subset form that Dataframe.

8. Save the subset as a csv file.

Numpy

1. Create 2 matrices using numpy p & q as shown.

2. Perform multiplication of the 2 matrices.

3. Perform the addition of the 2 matrices.

4. Print the results.

5. Is matrix multiplication same as a dot product for the above?

6. Try to achieve the same tasks as above but without using numpy arrays.