Michael Driscoll – Python 101 & Python 201
English | Size: 119.03 MB (124,813,671 Bytes)
Category: e-Books
Two recent books by Michael Driscoll, an awesome python evangelist, on Python 3.
Python 101
Learn how to program with Python 3 from beginning to end. My book is made primarily for beginners. However, at least two-thirds of it is aimed at intermediate programmers. You may be wondering how that works. The book will be split into five parts.
Part One
The first part is the beginner section. In it you will learn all the basics of Python. From Python types (strings, lists, dictionaries) to conditional statements to loops. You will also learn about comprehensions, functions and classes and everything in between!
Part Two
This section will be a curated tour of the Python Standard Library. The intent isn’t to cover everything in it, but instead it is to show the reader that you can do a lot with Python right out of the box. We’ll be covering the modules I find the most useful in day-to-day programming tasks, such as os, sys, logging, threads, and more.
Part Three
An all intermediate section covering lambda, decorators, properties, debugging, testing and profiling.
Part Four
Now things get really interesting! In part four, we will be learning how to install 3rd party libraries (i.e. packages) from the Python Package Index and other locations. We will cover easy_install and pip. This section will also be a series of tutorials where you will learn how to use the packages you download. For example, you will learn how to download a file, parse XML, use an Object Relational Mapper to work with a database, etc.
Part Five
The last section of the book will cover how to share your code with your friends and the world! You will learn how to package it up and share it on the Python Package Index (i.e. how to create an egg or wheel). You will also learn how to create executables using py2exe, bb_freeze, cx_freeze and PyInstaller. Finally you will learn how to create an installer using Inno Setup.
Python 201
Python 201 is the sequel to my first book, Python 101. If you already know the basics of Python and now you want to go to the next level, then this is the book for you! This book is for intermediate level Python programmers only. There won’t be any beginner chapters here. This book is based on Python 3.
The book will be broken up into five parts. Here’s how:
Part I – Intermediate Modules
Chapter 1 – The argparse module
Chapter 2 – The collections module
Chapter 3 – The contextlib module (Context Managers)
Chapter 4 – The functools module (Function overloading, caching, etc)
Chapter 5 – All about imports
Chapter 6 – The importlib module
Chapter 7 – The itertools module
Chapter 8 – The re module (An Intro to Regex in Python)
Chapter 9 – The typing module (Type Hinting)
Part II – Odds and Ends
Chapter 10 – generators / iterators
Chapter 11 – map, filter, reduce
Chapter 12 – unicode
Chapter 13 – benchmarking
Chapter 14 – encryption
Chapter 15 – Connecting to databases
Chapter 16 – super
Chapter 17 – descriptors (magic methods)
Chapter 18 – Scope (local, global and the new non_local)
Part III – Web
Chapter 19 – Web scraping
Chapter 20 – Working with web APIs
Chapter 21 – ftplib
Chapter 22 – urllib
Part IV – Testing
Chapter 23 – Doctest
Chapter 24 – unittest
Chapter 25 – mock
Chapter 26 – coverage.py
Part V – Concurrency
Chapter 27 – The asyncio module
Chapter 28 – The threading module
Chapter 29 – The multiprocessing module
Chapter 30 – The concurrent.futures module
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