# Python Exercise

 [You can check my Kaggle profile for details and codes](https://www.kaggle.com/bulentsiyah/python-exercise) 

It is the kernel that I have tried and compiled from the courses of [DATAI Team](https://www.udemy.com/user/datai-team/) (Language of the courses is Turkish: [Python: Sıfırdan Uzmanlığa Programlama (1)](https://www.udemy.com/python-sfrdan-uzmanlga-programlama-1/)), which is [Grandmaster on Kaggle](https://www.kaggle.com/kanncaa1) and has more than 15 courses on Udemy.

# **Content**[](https://www.kaggle.com/bulentsiyah/python-exercise#Content)

1. [Python Basics](https://www.kaggle.com/bulentsiyah/python-exercise#1.)
  * [variable](https://www.kaggle.com/bulentsiyah/python-exercise#2.)
  * [user defined functions](https://www.kaggle.com/bulentsiyah/python-exercise#3.)
  * [default ve flexible functions](https://www.kaggle.com/bulentsiyah/python-exercise#4.)
  * [lambda function](https://www.kaggle.com/bulentsiyah/python-exercise#5.)
  * [nested function](https://www.kaggle.com/bulentsiyah/python-exercise#6.)
  * [anonymous function](https://www.kaggle.com/bulentsiyah/python-exercise#7.)
  * [list](https://www.kaggle.com/bulentsiyah/python-exercise#8.)
  * [tuple](https://www.kaggle.com/bulentsiyah/python-exercise#9.)
  * [dictionary](https://www.kaggle.com/bulentsiyah/python-exercise#10.)
  * [conditionals](https://www.kaggle.com/bulentsiyah/python-exercise#11.)
  * [loops](https://www.kaggle.com/bulentsiyah/python-exercise#12.)
2. [Object Oriented Programming](https://www.kaggle.com/bulentsiyah/python-exercise#13.)
  * [class](https://www.kaggle.com/bulentsiyah/python-exercise#14.)
3. [Numpy](https://www.kaggle.com/bulentsiyah/python-exercise#15.)
  * [basic operations](https://www.kaggle.com/bulentsiyah/python-exercise#16.)
  * [indexing and slicing](https://www.kaggle.com/bulentsiyah/python-exercise#17.)
  * [shape manipulation](https://www.kaggle.com/bulentsiyah/python-exercise#18.)
  * [convert and copy](https://www.kaggle.com/bulentsiyah/python-exercise#19.)
4. [Pandas](https://www.kaggle.com/bulentsiyah/python-exercise#20.)
  * [indexing and slicing](https://www.kaggle.com/bulentsiyah/python-exercise#21.)
  * [filtering](https://www.kaggle.com/bulentsiyah/python-exercise#22.)
  * [list comprehension](https://www.kaggle.com/bulentsiyah/python-exercise#23.)
  * [drop and concatenating](https://www.kaggle.com/bulentsiyah/python-exercise#24.)
  * [transforming data](https://www.kaggle.com/bulentsiyah/python-exercise#25.)
  * [iteration example](https://www.kaggle.com/bulentsiyah/python-exercise#26.)
  * [zip example](https://www.kaggle.com/bulentsiyah/python-exercise#27.)
  * [example of list comprehension](https://www.kaggle.com/bulentsiyah/python-exercise#28.)
5. [Visualization with Matplotlib](https://www.kaggle.com/bulentsiyah/python-exercise#29.)
  * [line Plot example](https://www.kaggle.com/bulentsiyah/python-exercise#30.)
  * [scatter plot](https://www.kaggle.com/bulentsiyah/python-exercise#31.)
  * [histogram](https://www.kaggle.com/bulentsiyah/python-exercise#32.)
  * [bar plot](https://www.kaggle.com/bulentsiyah/python-exercise#33.)
  * [subplots](https://www.kaggle.com/bulentsiyah/python-exercise#34.)