exercises

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Description:

Exercises for the videos posted on the YouTube channel 'learndataa' are posted here. The exercises were created using Jupyter Notebook running Python 3.7. Hope you enjoy the exercises. Thank you for your time.

Instructions to download the exercise Jupyter Notebook (.ipynb) file:

• Click on the file name (for example: p3_exercise_basic_data_types.ipynb)
• This will open a new page. On this page, on top-right corner there is a 'Raw' button
• Hold 'Alt' key on your keyboard and left-click on the 'Raw' button
• This should open a dialog box asking for a path where to download the .ipynb file on your computer.

Exercise 1:

Video name: For Beginners: 3. Basic data types in Python
Exercise filename: p3_exercise_basic_data_types.ipynb
Video: https://www.youtube.com/channel/UCzUpHQAfj3ulmJkTAfBtXLw/

Exercise 2:

Video name: For Beginners: 4. Lists in Python
Exercise filename: p3_exercise_basic_data_types.ipynb
Video:https://www.youtube.com/watch?v=PyTHKK-5tDs&t=616s

Exercise 3:

Video name:For Beginners: 5. Arrays (Part I) in Python
Exercise filename: <a href="https://github.com/learndataa/exercises/blob/master/p5_arrays_part_1_EX.ipynb"
Video:https://www.youtube.com/watch?v=KU-1GiTGV9Y&t=1749s

Exercise 4:

Video name:For Beginners: 6. Arrays (Part II) in Python
Exercise filename: <a href="https://github.com/learndataa/exercises/blob/master/p6_arrays_part_2_EX.ipynb"
Video:https://www.youtube.com/watch?v=ysCrdCv-_eE&t=368s

Exercise 5:

Video name:For Beginners: 7. Tuple in Python
Exercise filename: <a href="https://github.com/learndataa/exercises/blob/master/p7_tuples_EX.ipynb"
Video:https://www.youtube.com/watch?v=g3AFLwy5_mo&t=589s

Exercise 6:

Video name:For Beginners: 8. Dictionary in Python
Exercise filename: <a href="https://github.com/learndataa/exercises/blob/master/p8_dictionary_EX.ipynb"
Video:https://www.youtube.com/watch?v=JrYMNQv8hm0&t=76s

Exercise 7:

Video name:For Beginners: 11. Plots in Python using Matplotlib
Exercise filename: <a href="https://github.com/learndataa/exercises/blob/master/p11_matplotlib_EX.ipynb"
Video:https://www.youtube.com/watch?v=swddvW2sgps&t=27s

Exercise 8:

Video name:For Beginners: 12. Pandas (Part 1) in Python
Exercise filename: <a href="https://github.com/learndataa/exercises/blob/master/p12_pandas_part_1_EX.ipynb"
Video:https://www.youtube.com/watch?v=jC6hvLW6feQ&t=26s

Exercise 9:

Video name:For Beginners: 13. Pandas (Part 2) .loc, .iloc in Python
Exercise filename: <a href="https://github.com/learndataa/exercises/blob/master/p13_pandas_part_2_EX.ipynb"
Video:https://www.youtube.com/watch?v=pQY6gy_p_cY

Exercise 10:

Video name:For Beginners: 14. Pandas (Part 3) Sampling a Series and DataFrame in Python
Exercise filename: <a href="https://github.com/learndataa/exercises/blob/master/p14_pandas_part_3_EX.ipynb"
Video:https://www.youtube.com/watch?v=LS75z5Aia1U&t=32s

Exercise 11:

Video name:For Beginners: 15. Pandas (Part 4): Accessing data from Series/DataFrames in Python: Booleans etc
Exercise filename: <a href="https://github.com/learndataa/exercises/blob/master/p15_pandas_part_4_EX.ipynb"
Video:https://www.youtube.com/watch?v=dP2ubSaspxc&t=716s

Exercise 12:

Video name:For Beginners: 16. Pandas (Part 5) isin(), where(), and mask() in Python
Exercise filename: <a href="https://github.com/learndataa/exercises/blob/master/p16_pandas_part_5_EX.ipynb"
Video:https://www.youtube.com/watch?v=xe6tPzXlINs&t=132s

Exercise 13:

Video name:For Beginners: 17. Pandas (Part 6) How to handle duplicate records in Python?
Exercise filename: <a href="https://github.com/learndataa/exercises/blob/master/p17_pandas_part_6_EX.ipynb"
Video:https://www.youtube.com/watch?v=5OasYLGoggE&t=5s

Exercise 14:

Video name:For Beginners: 18. Pandas (Part 7) Index for DataFrames in Python
Exercise filename: <a href="https://github.com/learndataa/exercises/blob/master/p18_pandas_part_7_EX.ipynb"
Video:https://www.youtube.com/watch?v=Aklo1bRodcI

Exercise 15:

Video name:For Beginners: 20. Pandas (Part 8) Concatenate, Append in Python
Exercise filename: <a href="https://github.com/learndataa/exercises/blob/master/p20_pandas_part_8_EX.ipynb"
Video:https://www.youtube.com/watch?v=gOPMJ1iuLzk&t=811s

Exercise 15:

Exercise 16:

Video name:For Beginners: 22. Pandas (Part 10) Pivot, stack, unstack in Python
Exercise filename: <a href="https://github.com/learndataa/exercises/blob/master/p22_pandas_part_10_EX.ipynb"
Video:https://www.youtube.com/watch?v=vHuy8ht6nXU&ab_channel=learndataa