Szabo G 1000 Python Examples 2020 torrent

Textbook in PDF format

Table of Contents
First steps
Second steps
Numbers
Boolean
Strings
Loops
PyCharm
Formatted printing
Lists
Files
Dictionary (hash)
Sets
Functions (subroutines)
Modules
Regular Expressions
Python standard modules
JSON
Command line arguments with argparse
Exception handling
Classes - OOP - Object Oriented Programming
PyPi - Python Package Index
SQLite Database Access
MySQL
PostgreSQL
SQLAlchemy
NoSQL
MongoDB
Redis
Web client
Python Web server
Python Flask
Networking
Interactive shell
Testing Demo
Types in Python
Testing Intro
Functional programming
Iterators - with and without Itertools
Generators and Generator Expressions
Logging
Closures
Decorators
Context managers (with statement)
Advanced lists
Advanced Exception handling
Warnings
CSV
Excel
XML
SciPy - for Scientific Computing in Python
Python and Biology
Chemistry
numpy
Pandas
Matplotlib
Seaborn
Jupyter notebooks
Testing
Testing with unittest
Testing with PyTest
Advancted functions
Variable number of function arguments
Python Packages
Ctypes
Advanced OOP
2to3
Design Patterns
Parallel
Threads
Forking
Asyncronus programming with AsyncIO
Asynchronus programming with Twisted
Multiprocess
Multitasking
Improving Performance - Optimizing code
GUI with Python/Tk
Python Pitfalls
Linters
Python .NET
Python and Java
Jython - Python running on the JVM
PIL - Pillow
FAQ
Appendix
Other slides