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Python Introduction & Advanced
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General
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Course Overview - Introduction
Course Overview - Introduction
Setup - Installing Software
Setup - Installing Software
Setup - Installing Software (Part 2)
Chapter 1: Vital Python Math Strings Conditionals and Loops
Vital Python: Math, Strings, Conditionals, and Loops - Introduction
Exercise 1: Getting to Know the Order of Operations
Number Types - Demonstration (Part 1)
Exercise 2: Integer and Float Types
Number Types - Demonstration (Part 2)
Exercise 3: Assigning Variables
Variables - Demonstration
Activity 1: Assigning Values to Variables
Exercise 4: Variable Names
Exercise 5: Multiple Variables in Python
Comments and Docstrings - Demonstration
Exercise 6: Comments in Python
Activity 2: Finding a Solution Using the Pythagorean Theorem in Python
Strings - Demonstration
Exercise 7: String Error Syntax
Exercise 8: Displaying Strings
Exercise 9: String Concatenation
String Interpolation - Demonstration
Exercise 10: String Methods
Casting - Demonstration
Exercise 11: Types and Casting
Exercise 12: The input() Function
Activity 3: Using the input() Function to Rate Your Day
String Indexing and Slicing - Demonstration
Booleans - Demonstration (Part 1)
Exercise 13: Boolean Variables
Booleans - Demonstration (Part 2)
Exercise 14: Comparison Operators
Exercise 15: Comparing Strings
Conditionals - Demonstration
Exercise 16: Using the if Syntax
Exercise 17: Using the if-else Syntax
Loops - Demonstration
Activity 4: Finding the Least Common Multiple (LCM)
Exercise 18: Calculating Perfect Squares
Exercise 19: Real Estate Offer
More Loops - Demonstration
Exercise 20: Using for Loops
Activity 5: Building Conversational Bots Using Python
Chapter 1 Summary - Lecture
Chapter 2: Python Structures
Python Structures - Introduction
The Power of Lists (Part 1) - Demonstration
Exercise 21: Working with Python Lists
The Power of Lists (Part 2) - Demonstration
Exercise 22: Using a Nested List to Store Data from a Matrix
Activity 6: Using a Nested List to Store Employee Data
Exercise 23: Implementing Matrix Operations (Addition and Subtraction)
Exercise 24: Implementing Matrix Operations (Multiplication)
List Methods - Demonstration
Exercise 25: Basic List Operations
Exercise 26: Accessing an Item from Shopping List Data
Exercise 27: Adding Items to Our Shopping List
Dictionary (Part 1) - Demonstration
Exercise 28: Using a Dictionary to Store a Movie Record
Activity 7: Storing Company Employee Table Data Using a List and a Dictionary
Dictionary (Part 2) - Demonstration
Exercise 29: Using the zip() Method to Manipulate Dictionaries
Exercise 30: Accessing a Dictionary Using Dictionary Methods
Tulples - Demonstration
Exercise 31: Exploring Tuple Properties in Our Shopping List
Sets - Demonstration
Exercise 32: Using Sets in Python
Exercise 33: Implementing Set Operations
Choosing Types - Demonstration
Chapter 2 Summary - Lecture
Chapter 3: Executing Python Programs Algorithms and Functions
Executing Python Programs: Algorithms, and Functions - Introduction
Scripts and Modules (Part 1) - Demonstration
Exercise 34: Writing and Executing Our First Script
Scripts and Modules (Part 2) - Demonstration
Exercise 35: Writing and Importing Our First Module
Scripts and Modules (Part 3) - Demonstration
Exercise 36: Adding a Docstring to my_module.py
Exercise 37: Finding the System Date (Part 1)
Exercise 37: Finding the System Date (Part 2)
Activity 8: What's the Time?
Python Algorithms (Part 1) - Demonstration
Exercise 38: The Maximum Number
Python Algorithms (Part 2) - Demonstration
Exercise 39: Using Bubble Sort in Python
Python Algorithms (Part 3) - Demonstration
Exercise 40: Linear Search in Python
Exercise 41: Binary Search in Python
Basic Functions (Part 1) - Demonstration
Exercise 42: Defining and Calling the Function in Shell
Exercise 43: Defining and Calling the Function in Python Scrip
Basic Functions (Part 2) - Demonstration
Exercise 44: Importing and Calling the Function from the Shell
Exercise 45: Defining the Function with Keyword Arguments
Exercise 46: Defining the Function with Keyword Arguments
Exercise 47: Defining the Function with Positional and Keyword Arguments
Activity 9: Formatting Customer Name
Interactive Functions (Part 1) - Demonstration
Exercise 48: A Simple Function with a for Loop
Exercise 49: Exiting the Function During the for Loop
Activity 10: The Fibonacci Function with an Iteration
Recursive Functions (Part 2) - Demonstration
Exercise 50: Recursive Countdown
Exercise 51: Factorials with Iteration and Recursion
Activity 11: The Fibonacci Function with Recursion
Dynamic Programming (Part 1) - Demonstration
Exercise 52: Summing Integers
Dynamic Programming (Part 2) - Demonstration
Dynamic Programming (Part 3) - Demonstration
Exercise 53: Timing Your Code
Activity 12: The Fibonacci Function with Dynamic Programming
Exercise 54: Helper Currency Conversion
Variable Scope (Part 1) - Demonstration
Variable Scope (Part 2) - Demonstration
Lambda Functions (Part 1) - Demonstration
Exercise 55: The First Item in a List
Lambda Functions (Part 2) - Demonstration
Exercise 56: Mapping with a Logistic Transform
Lambda Functions (Part 3) - Demonstration
Exercise 57: Using the Filter Lambda
Chapter 3 - Summary
Chapter 4: Extending Python Files and Errors
Extending Python, Files, Errors, and Graphs - Introduction
Reading Files (Part 1) - Demonstration
Exercise 58: Reading a Text File Using Python
Exercise 59: Reading Partial Content from a Text File
Reading Files (Part 2) - Demonstration
Exercise 60: Creating and Writing Content to Files to Record the Date and Time in a Text File
Reading Files (Part 3) - Demonstration
Exercise 61: Working with Incorrect Parameters to Find the Average Using Assert with Functions
Chapter 4 Summary - Lecture
Course Summary
Course Overview - Introduction
Course Overview - Introduction
Course Setup - Demonstration (Part 1)
Course Setup - Demonstration (Part 2)
Chapter 5: Constructing Python Classes and Methods
Constructing Python – Classes and Methods - Introduction
Classes and Objects - Demonstration (Part 1)
Exercise 70: Exploring Strings
Classes and Objects - Demonstration (Part 2)
Exercise 71: Creating a Pet Class
Classes and Objects - Demonstration (Part 3)
Exercise 72: Creating a Circle Class
Exercise 73: The Country Class with Keyword Arguments
Methods - Demonstration (Part 1)
Exercise 74: Adding an Instance Method to Our Pet Class
Methods - Demonstration (Part 2)
Exercise 75: Computing the Size of Our Country
Exercise 76: Adding an __str__ Method to the Country Class
More Methods - Demonstration
Exercise 77: Refactoring Instance Methods Using a Static Method
Exercise 78: Extending Our Pet Class with Class Methods
Properties - Demonstration (Part 1)
Exercise 79: The Full Name Property
Properties - Demonstration (Part 2)
Exercise 80: Writing a Setter Method
Inheritance - Demonstration
Exercise 81: Inheriting from the Person Class
More Inheritance - Demonstration (Part 1)
Exercise 82: Sub-Classing the datetime.date Class
More-Inheritance - Demonstration (Part 2)
Exercise 83: Overriding Methods Using super()
Multiple Inheritance - Demonstration
Exercise 84: Creating a Consultation Appointment System
Activity 14: Creating Classes and Inheriting from a Parent Class
Chapter 5 Summary - Lecture
Chapter 6: The Standard Library
The Standard Library - Introduction
The Importance of the Standard Library - Demonstration (Part 1)
The Importance of the Standard Library - Demonstration (Part 2)
The Importance of the Standard Library - Demonstration (Part 3)
Exercise 85: Using the dataclass Module
Exercise 86: Extending the echo.py Example
Dates and Times - Demonstration
Exercise 87: Comparing datetime across Time Zones
Exercise 88: Calculating the Time Delta between Two datetime Objects
Exercise 89: Calculating the Unix Epoch Time
Activity 15: Calculating the Time Elapsed to Run a Loop
Interacting with the OS - Demonstration
Exercise 90: Inspecting the Current Process Information
Exercise 91: Using the glob Pattern to List Files within a Directory
Using the Subprocess Module - Demonstration
Exercise 92: Customizing Child Processes with env vars
Activity 16: Testing Python Code
Collections - Demonstration (Part 1)
Exercise 95: Counting Words in a Text Document
Collections - Demonstration (Part 2)
Exercise 96: Refactoring Code with defaultdict
Collections - Demonstration (Part 3)
Chapter 6 Summary - Lecture
Chapter 7: Becoming Pythonic
Becoming Pythonic - Introduction
Comprehensions - Demonstration
Exercise 99: Introducing List Comprehensions
Exercise 100: Using Multiple Input Lists
Activity 18: Building a Chess Tournament
Set and Dictionary Comprehensions - Demonstration
Exercise 101: Using Set Comprehensions
Set and Dictionary Comprehensions - Demonstration
Exercise 102: Using Dictionary Comprehensions
Activity 19: Building a Scorecard Using Dictionary Comprehensions and Multiple Lists
Default Dictionary - Demonstration
Exercise 103: Adopting a Default Dictionary
Simple Iterators - Demonstration
Exercise 104: The Simplest Iterator
Custom Iterators - Demonstration
Exercise 105: A Custom Iterator
Exercise 106: Controlling the Iteration
Itertools - Demonstration
Exercise 107: Using Infinite Sequences and takewhile
Exercise 108: Turning a Finite Sequence into an Infinite One, and Back Again
Generators - Demonstration
Exercise 109: Generating a Sieve
Activity 20: Using Random Numbers to Find the Value of Pi
Regular Expressions - Demonstration
Exercise 110: Matching Text with Regular Expressions
Exercise 111: Using Regular Expressions to Replace Text
Activity 21: Regular Expressions
Chapter 7 Summary - Lecture
Chapter 8: Software Development
Software Development - Introduction
Debugging - Demonstration (Part 1)
Debugging - Demonstration (Part 2)
Exercise 112: Debugging a Salary Calculator
Activity 22: Debugging Sample Python Code for an Application (Part 1)
Activity 22: Debugging Sample Python Code for an Application (Part 2)
Activity 22: Debugging Sample Python Code for an Application (Part 3)
Automated Testing - Demonstration (Part 1)
Exercise 113: Checking Sample Code with Unit Testing
Automated Testing - Demonstration (Part 2)
Chapter 8 Summary - Lecture
Course Summary - Lecture
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Python Introduction & Advanced
Skill Level
:
Beginner
