Видео курса

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    Welcome to this course!
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    Overview of the course curriculum
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    Our Python coding environment
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    Writing our first code! Variables and printing
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    Community & Support
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    Numbers in Python
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    Calculating the remainder of a division
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    Python strings
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    Python string formatting
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    Getting user input in Python
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    Booleans and comparisons in Python
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    and & or in Python
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    Lists in Python
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    Tuples in Python
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    Sets in Python
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    Advanced set operations
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    Python dictionaries
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    Length and sum
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    Joining a list
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    If statements in Python
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    While loops in Python
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    For loops in Python
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    Destructuring syntax
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    Iterating over dictionaries
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    Break and continue
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    The else keyword with loops
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    Finding prime numbers with for loops
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    List slicing in Python
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    List comprehension in Python
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    Comprehensions with conditionals
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    Set and dictionary comprehensions
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    The zip function
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    Functions in Python
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    Arguments and parameters
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    Functions and return values in Python
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    Default parameter values
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    Lambda functions in Python
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    First class and higher order functions
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    Installing Python in your computer
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    Installing PyCharm in your computer
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    Creating our first PyCharm project
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    Setting up PyCharm font and display settings
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    Coding our application's menu in Python
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    Adding new movies to our application
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    Showing the user their movies
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    Finding movies and retrieving their details
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    Intro to Object-Oriented Programming with Python
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    More about classes and objects
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    Parameter naming in Python
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    Magic methods in Python
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    Inheritance in Python
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    The @property decorator
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    @classmethod and @staticmethod in Python
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    More @classmethod and @staticmethod examples
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    Intro to errors in Python
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    Built in errors in Python
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    Raising errors in Python
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    Creating our own errors in Python
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    Dealing with Python errors
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    The on success block and re-raising exceptions
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    Handling those pesky user errors!
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    Debugging with Pycharm
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    Files in Python
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    Python Exercise: copying files
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    CSV files with Python
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    JSON files with Python
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    Using the with syntax in Python
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    Importing our own files
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    Python relative imports: children
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    Python relative imports: parents
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    Import errors and running as a Python script
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    Intro to Milestone Project 2
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    Milestone Project with lists
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    Storing books in files
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    Using JSON instead of CSV
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    Intro to databases with Python
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    Using SQLite in Python
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    Some database jargon
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    Creating our books table using Python
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    Inserting books using Python
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    SELECT examples
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    Getting all our books
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    UPDATE and DELETE
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    Filtering with WHERE
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    Finishing the Milestone Project
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    Ordering and limiting
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    Developing our context manager in Python
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    Errors in context managers
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    Typing in Python
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    Further reading
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    Generators in Python
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    Python generator classes and iterators
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    Iterables in Python
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    The filter() function in Python
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    The map() function in Python
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    any() and all() in Python
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    The enumerate() function
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    Mutability in Python
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    Argument mutability in Python
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    Default values for parameters
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    Mutable default arguments (bad idea)
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    Argument unpacking in Python
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    Queues in Python
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    Some interesting Python collections
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    Timezones
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    Dates and time in Python
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    Timing your code with Python
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    Regular expressions
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    Regex examples
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    Regex in Python
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    Introduction to logging in Python
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    Logging to a file and other features
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    Understanding HTML with BeautifulSoup
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    More complex HTML parsing
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    Structuring our parsing program better
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    Splitting HTML locators out of our Python class
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    Understanding HTML with the browser
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    Scraping our first website with Python
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    Milestone Project 3: A Quote Scraper
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    Quotes Project 2: Structuring a scraping app in Python
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    Quotes Project 3: Getting our locators
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    Quotes Project 4: Crafting our quote parser
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    Quotes Project 5: The quotes page
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    Quotes Project 6: Recap of the project
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    Milestone Project 4: A Book Scraper + application
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    Books Project 2: Recap of HTML locators
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    Books Project 3: Creating locators in Python
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    Books Project 4: Creating our page
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    Books Project 5: Creating our book parser
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    Books Project 6: Writing our app file
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    Books Project 7: Sorting the books
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    Books Project 8: Constructing our menu
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    ASIDE: The best way to write user menus
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    Books Project 9: Getting multiple pages
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    Books Project 10: Multiple pages in Python
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    Books Project 11: Getting the page count in Python
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    Books Project 12: Adding logging to our Python project
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    A word on scraping pages with JavaScript
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    Introduction to this section
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    Review of our quotes scraping code
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    Downloading chromedriver
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    Using Chrome in our scraping code
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    Our new page locators
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    Interacting with dropdowns
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    Selecting tags
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    Searching for quotes
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    Encapsulating logic more simply
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    Adding some error handling
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    Implicit and explicit waits in Selenium
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    Adding waits to our program code
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    The Dining Philosophers Problem
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    Processes and threads
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    The Python GIL
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    Example: threads in Python
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    Using Python concurrent.futures: the ThreadPoolExecutor
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    Don't kill threads!
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    Multiprocessing in Python
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    Using Python concurrent.futures: the ProcessPoolExecutor
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    Dealing with shared state in threads
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    Queuing in threads with shared state
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    Using Python generators instead of threads
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    Our first single-threaded task scheduler in Python
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    Yielding from another iterator in Python
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    Receiving data through yield
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    The async and await keywords
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    Watch these talks for more explanations and examples!
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    Our asynchronous scraper
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    Making our first async request in Python
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    Getting multiple pages efficiently
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    Using async_timeout for security
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    Turning our book scraping project async
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    A note on HTTPS with Python and Mac OS X
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    Running Python in the console
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    Terminal video: running Python
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    Terminal video: what is a virtualenv?
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    Terminal video: navigating the terminal and using virtualenv
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    Terminal video: using Pipenv
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    Terminal video: Pipenv and virtualenv
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    Setting up our project with Pipenv
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    Our first Flask endpoint
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    Returning information with Flask and Python
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    Rendering HTML with Flask and Python
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    Error pages and Jinja2 inheritance
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    Rendering forms with Flask and Python
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    Accessing POST form data with Flask
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    Putting our form in a single endpoint
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    Using Jinja2 for loops to create a nicer homepage
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    Adding navigation to our website
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    Signing up to OpenExchangeRates
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    Getting all exchange rates from the API
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    Creating a currency exchange library
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    Caching functions with functools
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    TTL caches with cachetools
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    A simple decorator in Python
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    Using a @syntax
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    Functools wraps in Python
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    Decorating functions with parameters
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    Decorators with parameters
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    Functions that accept multiple arguments
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    Generic decorators for any function
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    Intro to multiple inheritance with Python
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    Intro to ABCs in Python
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    The usefulness of ABCs
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    The relationship between ABCs and interfaces
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    The property setter in Python
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    Setting up Tkinter
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    Hello world in Tkinter
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    Labels and fields
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    Packing components
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    Using frames for different layouts
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    Starting our text editor project
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    Tkinter notebooks and creating files
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    Adding a menu to our application
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    Saving files to disk
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    Opening files
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    Binding shortcuts in Tkinter
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    Checking our tabs for unsaved changes
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    Confirming exit with unsaved changes
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    Closing individual tabs
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    Adding another menu
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    Adding a permanent scrollbar to our text area
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    Introduction to this section
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    Testing functions
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    Testing for errors
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    Testing our multiplication function
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    Writing a printer class for testing
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    Testing classes
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    More Printer tests
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    Testing external libraries
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    Conclusion of this section
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    Presentation: queues, stacks, and complexity
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    Presentation: binary search
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    Presentation: binary trees
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    Presentation: traversal of binary trees
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    Presentation: adding elements to a binary tree
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    Adding elements to a binary tree in Python
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    Recursion and inorder traversal in Python
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    Finding nodes in a tree with Python
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    How do you delete nodes from a binary tree?
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    Deleting nodes in code with Python
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    Deleting nodes with two children in code
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    Testing our binary tree!
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    Python libraries overview
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    Using pylint
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    Using yapf
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    Sending e-mails with smtplib
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    Sending e-mails with Mailgun
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    Creating a re-usable Mailgun library
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    Sneak peek: my IDE setup!
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    Variables in Python
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    String formatting in Python
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    Getting user input
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    Lists, tuples, and sets
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    Advanced set operations
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    Booleans in Python
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    If statements in Python
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    The in keyword
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    If statements with the 'in' keyword
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    Loops in Python
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    List comprehensions
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    Dictionaries
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    Destructuring variables
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    Functions in Python
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    Function arguments and parameters
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    Default parameter values
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    Functions returning values
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    Lambda functions in Python
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    Dictionary comprehensions
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    Unpacking arguments
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    Unpacking keyword arguments
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    Object-Oriented Programming in Python
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    Magic methods: __str__ and __repr__
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    Class methods and static methods
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    Class inheritance
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    Class composition
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    Type hinting
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    How imports work in Python
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    Relative imports in Python
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    Errors in Python
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    Custom error classes
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    First-class functions
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    Simple decorators in Python
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    The 'at' syntax for decorators
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    Decorating functions with parameters
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    Decorators with parameters
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    Mutability in Python
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    Mutable default parameters (and why they're a bad idea)
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    Thank you for taking the course
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