Видео курса

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    Course Outline
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    What Is A Programming Language
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    Python Interpreter
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    How To Run Python Code
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    Our First Python Program
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    Python 2 vs Python 3
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    Why So Many Languages?
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    Exercise: How Does Python Work?
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    Learning Python
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    Python Data Types
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    Numbers
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    Math Functions
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    DEVELOPER FUNDAMENTALS: I
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    Operator Precedence
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    Optional: bin() and complex
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    Variables
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    Expressions vs Statements
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    Augmented Assignment Operator
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    Strings
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    String Concatenation
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    Type Conversion
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    Escape Sequences
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    Formatted Strings
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    String Indexes
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    Immutability
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    Built-In Functions + Methods
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    Booleans
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    Exercise: Type Conversion
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    DEVELOPER FUNDAMENTALS: II
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    Exercise: Password Checker
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    Lists
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    List Slicing
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    Matrix
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    List Methods
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    List Methods 2
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    List Methods 3
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    Common List Patterns
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    List Unpacking
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    None
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    Dictionaries
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    DEVELOPER FUNDAMENTALS: III
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    Dictionary Keys
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    Dictionary Methods
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    Dictionary Methods 2
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    Tuples
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    Tuples 2
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    Sets
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    Sets 2
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    Breaking The Flow
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    Conditional Logic
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    Indentation In Python
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    Truthy vs Falsey
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    Ternary Operator
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    Short Circuiting
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    Logical Operators
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    Exercise: Logical Operators
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    is vs ==
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    For Loops
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    Iterables
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    Exercise: Tricky Counter
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    range()
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    enumerate()
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    While Loops
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    While Loops 2
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    break, continue, pass
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    Our First GUI
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    DEVELOPER FUNDAMENTALS: IV
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    Exercise: Find Duplicates
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    Functions
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    Parameters and Arguments
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    Default Parameters and Keyword Arguments
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    return
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    Methods vs Functions
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    Docstrings
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    Clean Code
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    *args and **kwargs
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    Exercise: Functions
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    Scope
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    Scope Rules
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    global Keyword
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    nonlocal Keyword
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    Why Do We Need Scope?
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    MAC - Python Install
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    WINDOWS - Python Install
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    Python Developer Tools
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    Sublime Text
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    Optional: Terminal Commands
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    Using the Command Line/Terminal
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    Visual Studio Code
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    PyCharm
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    Code Formatting - PEP 8
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    Jupyter Notebooks
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    Section Review
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    What Is OOP?
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    What is OOP? Part 2
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    Creating Our Own Objects
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    Attributes and Methods
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    __init__
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    @classmethod and @staticmethod
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    Reviewing What We Know So Far
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    DEVELOPER FUNDAMENTALS: V
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    Encapsulation
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    Abstraction
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    Private vs Public Variables
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    Inheritance
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    Inheritance 2
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    Polymorphism
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    super()
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    Object Introspection
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    Dunder Methods
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    Exercise: Extending List
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    Multiple Inheritance
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    MRO - Method Resolution Order
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    Functional Programming
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    What Is Functional Programming?
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    Pure Functions
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    map()
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    filter()
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    zip()
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    reduce()
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    Lambda Expressions
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    Exercise: Lambda Expressions
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    List Comprehensions
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    Set and Dictionary Comprehension
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    Exercise: Comprehensions
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    Decorators
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    Higher Order Functions
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    Decorators 2
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    Decorators 3
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    Why Do We Need Decorators?
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    Errors in Python
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    Error Handling
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    Error Handling 2
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    Exercises: Error Handling
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    Error Handling 3
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    Generators
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    Generators 2
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    Generators Performance
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    Under The Hood Of Generators
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    Exercise: Fibonacci Numbers
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    Modules In Python
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    Packages In Python
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    Different Ways To Import
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    __name__
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    Python Built-in Modules
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    Python Built-in Modules 2
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    Exercise: Guessing Game
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    Python Package Index
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    pip install
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    Virtual Environments
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    Useful Modules
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    Useful Modules 2
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    DEVELOPER FUNDAMENTALS: VI
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    How To Debug Code
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    Working With Files In Python
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    Read, Write, Append
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    File Paths
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    File IO Errors
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    Exercise: Translator
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    Regular Expressions
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    Regular Expressions 2
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    Regular Expressions 3
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    Exercise: Password Validation
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    Testing Introduction
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    Unittest
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    Writing Unit Tests
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    Writing Unit Tests 2
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    Exercise: Testing
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    Python Careers
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    What If I Don't Have Enough Experience?
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    Now What??
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    Section Overview
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    What Is Image Processing?
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    DEVELOPER FUNDAMENTALS: VII
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    Images With Python
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    Images With Python 2
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    Images With Python 3
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    Exercise: JPG to PNG Pokedex Converter
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    Solution: JPG to PNG Pokedex Converter
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    OpenCV
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    PDFs With Python
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    Exercise: PDF Merger
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    Exercise: Watermarker
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    Solution: Watermarker
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    Sending Emails With Python
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    Sending Emails With Python 2
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    Sending Emails With Python 3
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    Password Checker Project
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    How Hackers Work
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    Password API
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    Optional: Hash Function
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    Password Checker
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    Password Checker 2
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    Password Checker 3
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    Password Checker 4
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    Twitter API
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    Our First Twitter Bot
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    Our First Twitter Bot 2
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    Our First Twitter Bot 3
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    Our First Twitter Bot 4
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    SMS With Python
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    SMS With Python 2
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    SMS With Python 3
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    Web Scraping Introduction
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    Web Scraping and APIs
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    How Googlebot Works
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    Our Hacker News Project
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    Requesting Data
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    BeautifulSoup Basics
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    BeautifulSoup Selectors
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    Hacker News Project
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    Hacker News Project 2
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    Hacker News Project 3
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    Solution: Hacker News Project 3
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    What To Do Next With Scraping?
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    Section Overview
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    How Websites Work
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    How Websites Work 2
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    Building Our First Server
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    Setting Up Flask
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    Building A Flask Server
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    Flask Templates
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    Flask Static Files
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    Favicon
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    Templating Engine
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    URL Parameters
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    MIME Types
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    Building A Portfolio
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    Building A Portfolio 2
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    Building A Portfolio 3
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    Building A Portfolio 4
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    Building A Portfolio 5
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    Building A Portfolio 6
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    Building A Portfolio 7
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    Quick Note About Databases
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    Optional: How Databases Work
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    Building A Portfolio 8
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    Building A Portfolio 9
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    Section Overview
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    Selenium Introduction
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    Selenium Basics
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    Selenium Basics 2
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    Selenium Basics 3
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    Section Overview
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    AI/Machine Learning/Data Science
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    How Machine Learning Works
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    History Of Data
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    Types of Machine Learning
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    Machine Learning 101
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    Tools In Machine Learning
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    Data Science 1
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    Data Science 2
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    Data Science 3
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    Machine Learning 1
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    Machine Learning 2
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    Machine Learning 3
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    Machine Learning 4
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    Machine Learning 5
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    Machine Learning 6
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    Exercise: ReallySmartBrain
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    Thank You
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    CWD: Git + Github
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    CWD: Git + Github 2
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    JTS: Learn to Learn
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    JTS: Start With Why
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    My Terminal Setup
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    AMA - 1,000 Students!!
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    AMA - 100,000 Students!!
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    HTML Forms
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    HTML Forms 2
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    Submitting A Form
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