Learning Python Programming from Scratch
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Learning Python Programming from Scratch

Learn the key fundamentals of Python quickly

About the Book

The easiest and fastest way to develop an understanding of Python which will allow you to progress into Machine Learning, Data Science or Computer Vision. This book is ideal for beginners and also people coming from other programming languages who already know some of the programming concepts.

This book covers:

  • Variables.
  • Data Types.
  • Conditions.
  • Functions.
  • Classes.
  • Modules.
  • And more ...

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About the Author

Alejandro Garcia
Alejandro Garcia

I started my coding career back in 2003. Lately I've been involved a lot in Javascript for frontend and the backend.

I would love passing along to you some of the experiences and challenges I've faced over the years.

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Table of Contents

  • Other Books by Alejandro
    • Recommended Resources
  • Introduction
    • Who is this book for ?
    • What this book covers ?
  • Hey Python, nice meeting you !!
    • Story behind the name
    • Features of Python
  • Python Installation
    • Installation on Windows
    • Installation on Mac OS X
    • Installation on GNU/Linux
    • Test your Python installation
    • Summary
  • Starting with Python
    • Using The Interpreter Prompt
    • Choosing An Editor
    • PyCharm
    • Vim
    • Emacs
    • Using A Source File
    • Getting Help
    • Summary
  • Basics
    • Comments
    • Literal Constants
    • Numbers
    • Strings
    • Variable
    • Identifier Naming
    • Data Types
    • Object
    • How to write Python programs
    • Logical And Physical Line
    • Indentation
    • Summary
  • Operators and Expressions
    • Operators
    • Shortcut for math operation and assignment
    • Evaluation Order
    • Changing the Order Of Evaluation
    • Associativity
    • Expressions
    • Summary
  • Control Flow
    • The if statement
    • The while Statement
    • The for loop
    • The break Statement
    • The continue Statement
    • Summary
  • Functions
    • Function Parameters
    • Local Variables
    • The global statement
    • Default Argument Values
    • Keyword Arguments
    • VarArgs parameters
    • The return statement
    • DocStrings
    • The def statement
    • Other things to know about functions
    • lambda
    • Summary
  • Modules
    • Byte-compiled .pyc files
    • The from..import statement
    • A module’s __name__
    • Making Your Own Modules
    • The dir function
    • Packages
    • Summary
  • Data Structures
    • List
    • Quick Introduction To Objects And Classes
    • Tuple
    • Dictionary
    • Sequence
    • Set
    • References
    • More About Strings
    • Summary
  • Problem Solving
    • The Problem
    • The Solution
    • Second Version
    • Third Version
    • Fourth Version
    • More Refinements
    • The Software Development Process
    • Summary
  • Object Oriented Programming
    • The self
    • Classes
    • Methods
    • The __init__ method
    • Class And Object Variables
    • Inheritance
    • Summary
  • Input and Output
    • Input from user
    • Files
    • Pickle
    • Unicode
    • Summary
  • Exceptions
    • Errors
    • Exceptions
    • Handling Exceptions
    • Raising Exceptions
    • Try … Finally
    • The with statement
    • Summary
  • Python Standard Library
    • sys module
    • logging module
    • Learn more about the Standard Library
    • Summary
  • Additional Python Topics
    • Passing tuples around
    • Special Methods
    • Single Statement Blocks
    • Lambda Forms
    • List Comprehension
    • Receiving Tuples and Dictionaries in Functions
    • The assert statement
    • Decorators
    • Differences between Python 2 and Python 3
    • Summary
  • Keep developing your Python skills
  • About the Author

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