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Certified Python Developer Table of contents

Table of Contents 

 

Introduction to Python

  • Welcome to this Course!
  • Overview of the Course Curriculum
  • Our Python Coding Environment
  • Writing the First Code! Variables and Printing
  • Numbers in Python
  • Calculating the Remainder of a Division
  • Python Strings
  • Python String Formatting
  • Getting a User Input in Python
  • Booleans and Comparisons in Python
  • AND and OR in Python
  • Lists in Python
  • Tuples in Python
  • Sets in Python
  • Advanced Set Operations
  • Python Dictionaries
  • Length and Sum
  • Joining a list

Python Fundamentals

  • If Statements in Python
  • While Loops in Python
  • For Loops in Python
  • Destructuring Syntax
  • Iterating over Dictionaries
  • Break and Continue
  • The Else Keyword with Loops
  • Finding Prime Numbers with For Loops
  • List Slicing in Python
  • List Comprehension in Python
  • Comprehensions with Conditional Statements
  • Set and Dictionary Comprehensions
  • The Zip Function
  • Functions in Python
  • Arguments and Parameters
  • Functions and Return Values in Python
  • Default Parameter Values
  • Lambda Functions in Python
  • First Class and Higher Order Functions

Milestone Project 1

  • Installing Python on your Computer
  • Installing PyCharm on your Computer
  • Creating the First PyCharm Project
  • Setting up the PyCharm Font and Display Settings
  • Milestone Project Brief
  • Milestone Project Implementation
  • Showing the User Movies
  • Finding Movies and Retrieving Details

Object-Oriented Programming with Python

  • Intro to Object-Oriented Programming with Python
  • More about Classes and Objects
  • Parameter Naming in Python
  • Magic Methods in Python
  • Inheritance in Python
  • The @property Decorator
  • The @classmethod and @staticmethod Decorators in Python
  • More @classmethod and @staticmethod Examples

Errors in Python

  • Intro to Errors in Python
  • Built-in Errors in Python
  • Raising Errors in Python
  • Creating Errors in Python
  • Dealing with Python Errors
  • The On-success Block and Re-raising Exceptions
  • Debugging with PyCharm

Files in Python

  • Files in Python
  • Python Exercise: Copying Files
  • CSV Files with Python
  • JSON Files with Python
  • Using the “with” Syntax in Python
  • Importing Files
  • Python Relative Imports: Children
  • Python Relative Imports: Parents
  • Importing Errors and Running as a Python Script

Databases in Python and Milestone Project 2

  • Intro to Milestone Project 2
  • Milestone Project with Lists
  • Storing Books in Files
  • Using JSON instead of CSV
  • Intro to Databases in Python
  • Using SQLite in Python
  • Some Database Jargons
  • Creating Books Table Using Python
  • Inserting Books Using Python
  • SELECT Examples
  • Getting All Books
  • UPDATE and DELETE Statements
  • Filtering using the WHERE Clause
  • Finishing the Milestone Project
  • Ordering and Limiting
  • Developing the Context Manager in Python
  • Errors in Context Managers

Type Hinting in Python

  • Typing in Python
  • Further Reading

Advanced Built-in Functions in Python

  • Generators in Python
  • Python Generator Classes and Iterators
  • Iterables in Python
  • The Filter() Function in Python
  • The Map() Function in Python
  • Any() and All() Functions in Python
  • The enumerate() function

Advanced Python Development

  • Mutability in Python
  • Argument mutability in Python
  • Default values for parameters
  • Mutable default arguments (bad idea)
  • Argument unpacking in Python
  • Queues in Python
  • Some interesting Python collections
  • Timezones
  • Dates and time in Python
  • Timing your code with Python
  • Regular expressions
  • Regex examples
  • Regex in Python
  • Introduction to logging in Python
  • Logging to a File and Other Features

Web Scraping with Python

  • Understanding HTML with BeautifulSoup
  • More Complex HTML Parsing
  • Structuring Parsing Program Better
  • Splitting HTML Locators out of the Python Class
  • Understanding HTML with the Browser
  • Scraping the First Website with Python
  • Milestone Project 3: A Quote Scraper
  • Quotes Project 2: Structuring a Scraping App in Python
  • Quotes Project 3: Getting Locators
  • Quotes Project 4: Crafting a Quote Parser
  • Quotes Project 5: The Quotes Page
  • Quotes Project 6: Recap of the Project
  • Milestone Project 4: A Book Scraper + Application
  • Books Project 2: Recap of HTML Locators
  • Books Project 3: Creating Locators in Python
  • Books Project 4: Creating a Page
  • Books Project 5: Creating a Book Parser
  • Books Project 6: Writing an App File
  • Books Project 7: Sorting the Books
  • Books Project 8: Constructing a Menu
  • ASIDE: The Best Way to Write User Menus
  • Books Project 9: Getting Multiple Pages
  • Books Project 10: Multiple Pages in Python
  • Books Project 11: Getting the Page Count in Python
  • Books Project 12: Adding the Logging Module to a Python Project
  • A Word on Scraping Pages with JavaScript

Browser Automation with Selenium

  • Introduction to this Section
  • Review of Quotes Scraping Code
  • Downloading ChromeDriver
  • Using Chrome in Scraping Code
  • New Page Locators
  • Interacting with Drop-downs
  • Selecting Tags
  • Searching for Quotes
  • Encapsulating Logic More Simply
  • Adding Error Handling
  • Implicit and Explicit Waits in Selenium
  • Adding Waits to a Program Code

Asynchronous Python Development

  • The Dining Philosophers Problem
  • Processes and Threads
  • The Python Global Interpreter Lock (GIL)
  • Example: Threads in Python
  • Using Python concurrent.futures with the ThreadPoolExecutor
  • Don't Kill Threads
  • Multiprocessing in Python
  • Using Python concurrent.futures and the ProcessPoolExecutor
  • Dealing with Shared State in Threads
  • Queuing in Threads with Shared State
  • Using Python Generators Instead of Threads
  • First Single-threaded Task Scheduler in Python
  • Yielding from Another Iterator in Python
  • Receiving Data Through Yield
  • The Async and Await Keywords
  • More explanations and examples
  • Asynchronous Scraper
  • Making the First Async Request in Python
  • Retrieving Multiple Pages Efficiently
  • Using the async_timeout for Security
  • Turning our Book Scraping Project async
  • HTTPS with Python and Mac OS X

Python on the Console and Managing Project Dependencies

  • Running Python in the Console
  • Running Python
  • What is a virtualenv?
  • Navigating the Terminal and Using virtualenv
  • Using pipenv
  • pipenv and virtualenv

Web Development with Flask 

  • Setting up Project with Pipenv
  • First Flask Endpoint
  • Returning Information with Flask and Pythons
  • Rendering HTML with Flask and Python
  • Error Pages and Jinja2 Inheritance
  • Rendering Forms with Flask and Python
  • Accessing POST Form Data with Flask
  • Adding a Form in a Single Endpoint
  • Using Jinja2 For Loops to Create a Nice Homepage
  • Adding Website Navigation

Interacting with APIs with Python

  • Signing up for Openexchangerates
  • Getting All Exchange Rates from the API
  • Creating a Currency Exchange Library
  • Caching Functions with Functools
  • Performing TTLCache with Cachetools

Decorators in Python

  • A Simple Decorator in Python
  • Using Syntax
  • Functools Wraps in Python
  • Decorating Functions with Parameters
  • Decorators with Parameters
  • Functions that Accept Multiple Arguments
  • Using Generic Decorators for any Function

Advanced Object-Oriented Programming

  • Introduction to Multiple Inheritance with Python
  • Introduction to Abstract Base Classes (ABCs) in Python
  • The Usefulness of ABCs
  • The Relationship Between Abstract Base Classes (ABCs) and Interfaces
  • The Property Setter in Python

Graphical User Interface (GUI) Development with Tkinter

  • Setting up Tkinter
  • Hello World in Tkinter
  • Labels and Fields
  • Packing Components
  • Using Frames for Different Layouts
  • Starting the Text Editor Project
  • Tkinter Notebooks and Creating Files
  • Adding a Menu to an Application
  • Saving Files to a Disk
  • Opening Files
  • Binding Shortcuts in Tkinter
  • Checking Tabs for Unsaved Changes
  • Confirming Exit with Unsaved Changes
  • Closing Individual Tabs
  • Adding Another Menu
  • Adding a Permanent Scrollbar to the Text Area

Unit Testing with Python

  • Introduction to this Section
  • Testing Functions
  • Testing for Errors
  • Testing the Multiplication Function
  • Writing a Printer Class for Testing
  • Testing Classes
  • More Printer Tests
  • Testing External Libraries
  • Conclusion of this Section

Algorithms and Data Structures

  • Presentation: Queues, Stacks, and Complexity
  • Presentation: Binary Search
  • Presentation: Binary Trees
  • Presentation: Traversal of Binary Trees
  • Presentation: Adding Elements to a Binary Tree
  • Adding Elements to a Binary Tree in Python
  • Recursion and In order Traversal in Python
  • Finding Nodes in a Tree with Python
  • Deleting Nodes from a Binary Tree
  • Deleting Nodes in Code with Python
  • Deleting Nodes with Two Children in a Code
  • Testing a Binary Tree

Python Libraries

  • Python Libraries Overview
  • Using Pylint
  • Using Yapf
  • Sending E-mails with smtplib
  • Sending E-mails with Mailgun
  • Creating a Re-usable Mailgun Library
  • Sneak Peek: Integrated Development Environment (IDE) Setup

Python Reference/Refresher

  • Variables in Python
  • String Formatting in Python
  • Getting the User Input
  • Lists, Tuples, and Sets
  • Advanced Set Operations
  • Booleans in Python
  • If Statements in Python
  • The “in” Keyword
  • If Statements with the “in” Keyword
  • Loops in Python
  • List Comprehensions
  • Dictionaries
  • Destructuring Variables
  • Functions in Python
  • Function Arguments and Parameters
  • Default Parameter Values
  • Functions Returning Values
  • Lambda Functions in Python
  • Dictionary Comprehensions
  • Unpacking Arguments
  • Unpacking Keyword Arguments
  • Object-Oriented Programming in Python
  • Magic methods: __str__ and __repr__
  • Class Methods and Static Methods
  • Class Inheritance
  • Class Composition
  • Type Hinting
  • Importing Files in Python
  • Relative Imports in Python
  • Errors in Python
  • Custom Error Classes
  • First-class Functions
  • Simple Decorators in Python
  • The “at” Syntax for Decorators
  • Decorating Functions with Parameters
  • Decorators with Parameters
  • Mutability in Python
  • Mutable Default Parameters


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