Order

1. Hello World! Introduction to Python. Variables and operators: numbers, strings, boolean type. hello_world.py, vars.py, boolean.py, types.py
2. Conditional statements: if-elif-else, ternary operator. While loop. conditional_if.py, conditional_elif.py, while.py
3. Lists. List operations. lists.py
4. For loop. More lists. List comprehensions. for.py, more_lists.py, list_comprehensions.py
5. Dictionaries. Sets. Tuples. dicts_sets_tuples.py
6. Functions. Lambdas. Decorators. functions.py
7. Exceptions. Files. Context manager. exceptions.py, files.py
8. Modules. Packages. modularity.py
9. PEP 8 - code style. PEP 257 - documentation. Guido.md
10. OOP basics in Python: classes. classes.py
11. Abstraction. OOP principles: encapsulation, inheritance, polymorphism. encapsulation.py, inheritance.py, polymorphism.py
12. Module abc. Static variables, methods. Properties. abstract.py, static.py, properties.py
13. Python standard library: os, sys, re, math, random, datetime, timeit, doctest, unittest. oslib.py, syslib.py, relib.py, mathlib.py, randomlib.py, datetimelib.py, timeitlib.py, doctestlib.py, unittestlib.py
14. PIP. Anaconda. Introduction to numpy, pandas, requests, bs4, flask. numpylib.py, pandaslib.py, requestslib.py, bs4lib.py, flaskr/start.sh
15. Concurrency. GIL - Global Interpreter Lock. Modules threading and multiprocessing. threadinglib.py, prodcons.py, asynciolib.py, multiprocessinglib.py
16. NLTK, Keras, scikit-learn. Introduction to Big Data.