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Название Python – Complete Python, Django, Data Science and ML Guide
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0001_initial.cpython-311.pyc 1.78Кб
0001_initial.py 1.17Кб
0002_alter_category_title.cpython-311.pyc 805б
0002_alter_category_title.py 374б
0003_course_created_at.cpython-311.pyc 928б
0003_course_created_at.py 440б
001. Analyzing CSV-Loaded DataFrames.mp4 11.18Мб
001. Applying Default Migrations in the Django Project.mp4 45.92Мб
001. Boolean Values.mp4 17.32Мб
001. Built-in array Module.mp4 23.28Мб
001. Built-in datetime Module.mp4 15.20Мб
001. Built-in Functions.mp4 52.05Мб
001. Built-in Functions for Sequences.mp4 12.06Мб
001. Built-in math Module.mp4 13.71Мб
001. Built-in Modules.mp4 27.69Мб
001. Built-in random Module.mp4 28.76Мб
001. Built-in re Module for Regular Expressions.mp4 31.06Мб
001. Built-in zipfile Module and Creating Zip Archives.mp4 35.38Мб
001. Callback Functions.mp4 33.55Мб
001. Classes and Objects.mp4 37.25Мб
001. Code Indentations.mp4 15.19Мб
001. Comments.mp4 10.93Мб
001. Conditional Statements.mp4 34.76Мб
001. Creating a Base HTML Template for Reuse in Other Templates.mp4 41.00Мб
001. Creating an API Django Application.mp4 16.03Мб
001. Creating an API Key for the User.mp4 39.25Мб
001. Creating a New Django Project.mp4 6.40Мб
001. Creating an HTML Template.mp4 20.62Мб
001. Creating an SQLite3 Database and Table.mp4 37.51Мб
001. Creating a Route for the Single Course Web Page.mp4 11.55Мб
001. Creating the Shop Application in Django.mp4 13.21Мб
001. Default Function Parameters.mp4 30.52Мб
001. Detecting Collision Between Alien and Fighter, Ending the Game.mp4 28.34Мб
001. Dictionaries.mp4 37.92Мб
001. Dictionary Unpacking Operator .mp4 24.03Мб
001. Docstrings.mp4 21.10Мб
001. Encapsulation in Object-Oriented Programming (OOP).mp4 13.22Мб
001. Error Handling.mp4 66.39Мб
001. Example - Creating Forum, User, and Post Classes.mp4 28.15Мб
001. Examples of Plot and Scatter Diagrams Using Matplotlib.mp4 22.44Мб
001. Falsy and Truthy Values.mp4 30.85Мб
001. Filling a NumPy Array with Zeroes, Ones, or Random Floats.mp4 26.00Мб
001. Final Shooter Game Overview.mp4 4.10Мб
001. For-In Expression.mp4 15.85Мб
001. Functions.mp4 30.79Мб
001. Generating Random Data for DataFrames.mp4 55.73Мб
001. Generators in For-In Expressions.mp4 38.09Мб
001. Inheritance from Other Classes.mp4 25.36Мб
001. Installing Jupyter Lab and Editing Notebooks.mp4 42.47Мб
001. Installing Jupyter Notebook.mp4 38.54Мб
001. Installing pipenv for Virtual Environments Management.mp4 21.13Мб
001. Installing PyCharm.mp4 19.46Мб
001. Instance vs Class Methods.mp4 56.33Мб
001. Integers.mp4 18.10Мб
001. Introduction to Decorator Functions.mp4 30.58Мб
001. Introduction to NumPy and Creating One-Dimensional Arrays.mp4 50.21Мб
001. Introduction to Pandas and Installation.mp4 26.78Мб
001. Introduction to PIP - Package Manager for Python.mp4 25.45Мб
001. Introduction to Pygame and Creating the Game Window.mp4 42.78Мб
001. Introduction to Scikit-Learn and Installation.mp4 15.90Мб
001. Introduction to the Complete Python Guide.mp4 33.85Мб
001. Introduction to the Django Web Framework and Project Overview.mp4 18.22Мб
001. JavaScript Object Notation (JSON).mp4 62.94Мб
001. Key Concept in Python.mp4 12.05Мб
001. Lambda Functions.mp4 24.19Мб
001. Lists.mp4 36.18Мб
001. Loading CSV File with Airline Passenger Satisfaction Data.mp4 48.45Мб
001. Logical Operators.mp4 47.78Мб
001. Loops.mp4 24.31Мб
001. Magic Methods.mp4 8.45Мб
001. Magic Methods in Classes.mp4 27.99Мб
001. Modules.mp4 46.94Мб
001. Mutable and Immutable Arguments in Function Calls.mp4 37.10Мб
001. NumPy Examples 1 and 2 (One-Dimensional Array).mp4 43.84Мб
001. Operators.mp4 59.23Мб
001. Practice - name and main .mp4 34.87Мб
001. Practice - Using args to Gather Positional Arguments into a Tuple.mp4 25.88Мб
001. Ranges.mp4 27.49Мб
001. Refactoring Routing for the API Application.mp4 35.74Мб
001. Removing Passenger Votes from DataFrame.mp4 72.45Мб
001. Running smtp4dev SMTP server in a Docker Container.mp4 28.46Мб
001. Scopes.mp4 53.35Мб
001. Sequence Unpacking.mp4 76.91Мб
001. Sets.mp4 31.04Мб
001. Setting Up Routing Between Pages Using Relative or Absolute Paths.mp4 35.58Мб
001. Start of Shooter Refactoring and Creating the Fighter Class.mp4 45.97Мб
001. String Concatenation.mp4 13.98Мб
001. Strings.mp4 40.48Мб
001. Ternary Operator.mp4 37.70Мб
001. Tuples.mp4 60.03Мб
001. Understanding Dynamic Typing.mp4 27.54Мб
001. Understanding Expressions.mp4 13.93Мб
001. Understanding Immutable Objects in Python.mp4 27.27Мб
001. Variables.mp4 50.42Мб
001. While Loop.mp4 39.94Мб
001. Working with CSV Files.mp4 34.67Мб
001. Working with Files.mp4 56.28Мб
002. Adding a Navigation Bar in the Base Template.mp4 19.47Мб
002. Adding Methods in the Fighter Class.mp4 36.49Мб
002. Analyzing DataFrame with Passenger Satisfaction Data.mp4 25.50Мб
002. Built-in zip() Function.mp4 16.69Мб
002. Calling Functions. Arguments vs Parameters.mp4 17.17Мб
002. Course Overview.mp4 27.10Мб
002. Creating a DataFrame from a Dictionary.mp4 22.39Мб
002. Creating a DataFrame Using Random Data.mp4 6.71Мб
002. Creating an Admin User in the Django Project.mp4 25.21Мб
002. Creating a View Function for the Single Course.mp4 17.95Мб
002. Creating a Virtual Environment using pipenv.mp4 24.15Мб
002. Creating Models for the API Application.mp4 37.95Мб
002. Editing in Jupyter Notebook.mp4 10.07Мб
002. Enabling Authentication and Authorization for the Model and Using DELETE Method.mp4 24.26Мб
002. Example - Creating Instances of the Forum, User, and Post Classes.mp4 36.82Мб
002. Example - Creating Patterns for Matching.mp4 22.29Мб
002. Example - Executing Functions only when Module is run Directly.mp4 21.56Мб
002. Examples of Matplotlib Subplots.mp4 18.31Мб
002. Examples - Using the datetime Class.mp4 33.11Мб
002. Examples - Utilizing choices and shuffle Methods from the random Module.mp4 53.09Мб
002. Example - Verifying User Permissions with Decorator Functions.mp4 30.29Мб
002. Explaining the Naming of the Django Project as base.mp4 5.26Мб
002. Exploring Features of Jupyter Lab.mp4 40.94Мб
002. For-In Loop.mp4 64.87Мб
002. Generating Random Elements Using randint and uniform.mp4 41.60Мб
002. Getting Familiar with the PyCharm Interface.mp4 26.38Мб
002. Grouping Data in DataFrames.mp4 16.65Мб
002. Hitting the Alien with the Ball.mp4 27.58Мб
002. Inheritance in Object-Oriented Programming (OOP).mp4 21.62Мб
002. Iterating over Each Row in the CSV File.mp4 35.69Мб
002. Keyword Arguments.mp4 31.25Мб
002. List, Set, and Dictionary Comprehensions.mp4 70.03Мб
002. List Methods.mp4 36.95Мб
002. Loading and Analyzing Sample Data for Model Creation.mp4 28.52Мб
002. Loading Images for the Game and Fighter.mp4 17.86Мб
002. Main Data Types in Python.mp4 19.57Мб
002. Model View Controller (MVC) Programming Pattern.mp4 6.10Мб
002. Modifying Background Color of the Game Surface.mp4 32.16Мб
002. NumPy Examples 3 and 4 (One-Dimensional Array).mp4 32.36Мб
002. Overview of the manage.py File in Django.mp4 23.52Мб
002. Practice - Adding Comments to Your Code.mp4 10.00Мб
002. Practice - Concatenating Strings using the + Operator.mp4 13.71Мб
002. Practice - Converting Python Objects to JSON.mp4 33.73Мб
002. Practice - Defining and Using Functions.mp4 32.19Мб
002. Practice - Defining and Using Variables.mp4 16.20Мб
002. Practice - Extending Classes.mp4 43.89Мб
002. Practice - Falsy and Truthy Values.mp4 32.16Мб
002. Practice - Generators and Iteration over the Generator.mp4 39.67Мб
002. Practice - Importing Entire Custom Modules.mp4 22.97Мб
002. Practice - Importing from Built-in Modules.mp4 7.41Мб
002. Practice - Inheriting Methods by the Instances.mp4 44.83Мб
002. Practice - Integers Manipulation.mp4 23.25Мб
002. Practice - Manipulating Dictionaries.mp4 23.34Мб
002. Practice - Range Manipulation.mp4 12.65Мб
002. Practice - Returning Lambda Functions from Functions.mp4 14.58Мб
002. Practice - Short-Circuit OR Operator.mp4 20.20Мб
002. Practice - String Manipulation.mp4 42.40Мб
002. Practice - Tuples Manipulation.mp4 33.72Мб
002. Practice - Understanding Classes and Class Instances.mp4 38.72Мб
002. Practice - Unpacking Tuples.mp4 20.17Мб
002. Practice - Using Default Function Parameters.mp4 48.21Мб
002. Practice - Using Different Error Classes in the Try and Except.mp4 22.70Мб
002. Practice - Using Mutable and Immutable Objects as Function Arguments.mp4 46.88Мб
002. Practice - Using the Dictionary Unpacking Operator.mp4 16.20Мб
002. Practice - Utilizing Magic Attributes and Methods.mp4 37.50Мб
002. Practice - Utilizing Magic Methods in Classes.mp4 37.15Мб
002. Practice - Utilizing the Ternary Operator.mp4 14.05Мб
002. Practice - Utilizing the While Loop.mp4 36.44Мб
002. Practice - Working with Boolean Values.mp4 28.83Мб
002. Practice - Working with Indentations.mp4 18.19Мб
002. Practice - Working with Multiple if Statements.mp4 21.43Мб
002. Practice - Working with Sets.mp4 26.35Мб
002. Practice - Writing and Using Docstrings.mp4 32.04Мб
002. Reading from the Zip Archive.mp4 43.19Мб
002. Recursive Functions.mp4 29.13Мб
002. Rules for Working with Functions.mp4 12.11Мб
002. Saving Arrays to Files and Reading Arrays from Files.mp4 17.84Мб
002. Saving Trained Model for Future Use.mp4 31.79Мб
002. Sending an Email using SMTP.mp4 48.70Мб
002. Setting Up Index Route and Adding Navigation to Navbar.mp4 50.48Мб
002. Setting Up Routing Based on the Names of the URL Patterns.mp4 30.30Мб
002. The Global Keyword.mp4 13.49Мб
002. Two-Dimensional Arrays in NumPy.mp4 17.26Мб
002. Types and Data Structures Overview.mp4 16.44Мб
002. Unary and Binary Operators.mp4 27.03Мб
002. Understanding Mutable Objects in Python.mp4 37.36Мб
002. Understanding Statements.mp4 14.04Мб
002. Using a Globally Installed requests Package.mp4 12.57Мб
002. Using an HTML Template in the View Function.mp4 25.41Мб
002. Working with Files and Directories using the os Module.mp4 51.75Мб
002. Writing Data into the SQLite Table.mp4 27.81Мб
003. Accessing Program Arguments using the built-in sys Module.mp4 24.77Мб
003. Basic Operations with DataFrame.mp4 44.07Мб
003. Built-in secrets Module.mp4 43.91Мб
003. Configuring Routing for the API Application.mp4 22.76Мб
003. Considering Application Names in the Routing Setup.mp4 14.75Мб
003. Creating an Alien Class.mp4 20.17Мб
003. Creating Course and Category Models.mp4 31.19Мб
003. Disabling Authentication Only for GET Requests.mp4 47.28Мб
003. Displaying a Rectangle in the Game.mp4 27.65Мб
003. Displaying Fighter on the Surface.mp4 28.10Мб
003. Displaying Series Data on Plots Using Matplotlib.mp4 41.72Мб
003. Example - Calculating Discounts with the Ternary Operator.mp4 9.24Мб
003. Example - Email Validation using Regular Expressions.mp4 26.44Мб
003. Example - Logging using Decorator Functions.mp4 45.00Мб
003. Example - Making Selections with the While Loop.mp4 32.77Мб
003. Example - Methods for Finding Users by Username and Email.mp4 33.56Мб
003. Examples - Converting Strings to Datetime Objects.mp4 29.87Мб
003. Exploring the Contents of the Shop Application.mp4 15.95Мб
003. Filling Null Values with Mean Value.mp4 32.13Мб
003. Float Numbers.mp4 19.54Мб
003. Following PEP 8 Guidelines.mp4 35.38Мб
003. Formatting an Email using an HTML Template.mp4 50.85Мб
003. Handling Null Values in DataFrame.mp4 22.60Мб
003. Increasing Alien Speed After Each Hit.mp4 13.32Мб
003. Installing External Packages in Jupyter Notebook.mp4 23.73Мб
003. Installing Packages using pipenv.mp4 29.26Мб
003. Modifying Administrative Panel.mp4 46.64Мб
003. NumPy Example 5 (Two-Dimensional Array).mp4 55.97Мб
003. Order of Execution of Cells in Jupyter Notebook.mp4 20.02Мб
003. Polymorphism in Object-Oriented Programming (OOP).mp4 35.03Мб
003. Populating the HTML Template with Data from the Database.mp4 37.42Мб
003. Practice - Adding Instance Attributes through Dot Notation.mp4 29.26Мб
003. Practice - Converting from JSON to Python Objects.mp4 44.96Мб
003. Practice - Dictionary Methods.mp4 19.73Мб
003. Practice - Exploring Docstrings.mp4 38.64Мб
003. Practice - Global and Local Variables.mp4 28.65Мб
003. Practice - Iterating through Lists and Tuples using For-In Loops.mp4 12.35Мб
003. Practice - Mandatory and Optional Positional Arguments.mp4 11.39Мб
003. Practice - Merging Two Dictionaries.mp4 17.51Мб
003. Practice - Packages in Python.mp4 22.73Мб
003. Practice - Range Methods and Attributes.mp4 26.39Мб
003. Practice - Selective Imports from Other Modules.mp4 17.38Мб
003. Practice - Short-Circuit AND Operator.mp4 12.50Мб
003. Practice - Sorting a List using Lambda Functions.mp4 36.84Мб
003. Practice - String Methods.mp4 44.83Мб
003. Practice - Unpacking a List of Tuples.mp4 15.94Мб
003. Practice - Using Expressions.mp4 18.32Мб
003. Practice - Using f-strings for String Formatting.mp4 9.67Мб
003. Practice - Using List Comprehension.mp4 8.69Мб
003. Practice - Using Multiple Error Classes in one Except Block and Parent Exception Class.mp4 42.08Мб
003. Practice - Using the Return Statement in Functions.mp4 34.28Мб
003. Practice - Working with Keyword Arguments.mp4 26.97Мб
003. Practice - Working with Lists.mp4 34.43Мб
003. Practice - Working with Main Data Types.mp4 21.21Мб
003. Practice - Working with Prefix Unary Operators.mp4 13.20Мб
003. Practice - Working with zip Objects.mp4 28.89Мб
003. Reading Data from the SQLite Table.mp4 25.14Мб
003. Removing Files and Directories using the os Module.mp4 18.34Мб
003. Saving DataFrames to CSV Files.mp4 15.41Мб
003. Shortest Function in Python.mp4 12.79Мб
003. Starting and Verifying the Django Server.mp4 36.61Мб
003. Static Class Methods.mp4 17.54Мб
003. Strategies to Prevent Object Mutation.mp4 34.07Мб
003. Summary of Realistic Model for Passenger Satisfaction Prediction.mp4 24.45Мб
003. TASK - Creating an HTML Template for the Single Course.mp4 7.33Мб
003. TASK - Making the Title of the Web Page Dynamic.mp4 6.73Мб
003. The if-else Statement.mp4 8.75Мб
003. Type Conversion.mp4 43.31Мб
003. Understanding Axes in NumPy.mp4 20.45Мб
003. Understanding How MVC Pattern is Implemented in Django.mp4 13.99Мб
003. Understanding Seed Number.mp4 29.19Мб
003. Understanding Set Theory.mp4 26.22Мб
003. Uninstalling Globally Installed Packages using PIP.mp4 7.44Мб
003. Using DataFrames for Creating Diagrams.mp4 18.83Мб
003. Variables and Objects.mp4 22.98Мб
003. Where to Write and Run Python Code.mp4 19.19Мб
004. Abstraction in Object-Oriented Programming (OOP).mp4 20.42Мб
004. Adding a Link to the All Courses Page.mp4 13.59Мб
004. Adding Hit Counter.mp4 17.74Мб
004. Adding Instance Attributes using the ..init.. Method.mp4 56.85Мб
004. Adding Markdown, Saving, and Loading Jupyter Notebooks.mp4 13.47Мб
004. Adding Methods in the Alien Class.mp4 31.03Мб
004. Arithmetic Operations with NumPy Arrays.mp4 18.14Мб
004. Attempting to Create a Model for Predicting Target Values.mp4 28.39Мб
004. Boxplots, Area Plots, and Pie Charts.mp4 31.35Мб
004. Built-in webbrowser Module.mp4 54.07Мб
004. Copying Lists.mp4 35.51Мб
004. Creating a New PyCharm Project and Installing Django.mp4 48.33Мб
004. Creating a New Resource Using POST Method.mp4 29.00Мб
004. Creating a Python Virtual Environment.mp4 10.99Мб
004. Creating a View Function.mp4 12.73Мб
004. Creating DataFrames from CSV Files.mp4 23.30Мб
004. Creating Diagrams for Passenger Data Analysis.mp4 51.63Мб
004. Describing the DataFrame.mp4 43.68Мб
004. Enabling Auto-Formatting in PyCharm.mp4 14.62Мб
004. Enabling the Shop Application in the Django Project.mp4 18.28Мб
004. Example - Data Manipulation using the Ternary Operator.mp4 9.89Мб
004. Example - Method for Finding All Posts by a Specific User.mp4 40.48Мб
004. Examples - Generating CSRF Tokens, URL-Safe Tokens, and OTP Passwords.mp4 24.79Мб
004. Example - Substring Replacement using Regular Expressions.mp4 8.45Мб
004. Example - Validating Arguments with Decorator Functions.mp4 21.97Мб
004. Example - Working with the timedelta Class.mp4 17.97Мб
004. How we Connected Templates, Views, and Models.mp4 12.76Мб
004. Moving Fighter Left or Right.mp4 19.33Мб
004. NumPy arange, reshape, and flatten Methods.mp4 53.29Мб
004. NumPy Example 6 (Two-Dimensional Array).mp4 31.57Мб
004. Other Operations with Dictionaries.mp4 49.54Мб
004. Overview of Settings in the Django Project.mp4 73.53Мб
004. Practice - Adding Docstrings to Functions.mp4 29.31Мб
004. Practice - Alternative String Formatting Methods.mp4 19.23Мб
004. Practice - Combining OR and AND Operators.mp4 7.30Мб
004. Practice - Converting a zip Object to a Dictionary.mp4 12.65Мб
004. Practice - Creating Deep Copies of Objects.mp4 35.99Мб
004. Practice - Exploring Built-in Functions.mp4 20.57Мб
004. Practice - Filtering a List using Lambda Functions.mp4 20.43Мб
004. Practice - Floating-Point Numbers Manipulation.mp4 11.08Мб
004. Practice - Formatting Dictionaries using JSON.mp4 11.62Мб
004. Practice - Importing between Different Modules.mp4 21.72Мб
004. Practice Installing Python.mp4 11.49Мб
004. Practice - Iterating through Dictionaries using For-In Loops.mp4 23.83Мб
004. Practice - Unpacking Remaining Elements.mp4 17.20Мб
004. Practice - Using break Statements in While and For-In Loops.mp4 25.09Мб
004. Practice - Using Dictionary Comprehension.mp4 9.49Мб
004. Practice - Using Else and Finally Blocks.mp4 21.14Мб
004. Practice - Using kwargs to Merge Keyword Arguments in a Dictionary.mp4 32.73Мб
004. Practice - Using Statements.mp4 9.20Мб
004. Practice - Using the built-in id() Function.mp4 13.25Мб
004. Practice - Using the Global Keyword.mp4 33.72Мб
004. Practice - Utilizing Static Methods in Classes.mp4 45.62Мб
004. Set Methods.mp4 45.84Мб
004. SMTP Wrap-Up and Removing the Docker smtp4dev Container.mp4 11.63Мб
004. SOLUTION - Creating an HTML Template for the Single Course.mp4 28.79Мб
004. SOLUTION - Making the Title of the Web Page Dynamic.mp4 16.67Мб
004. SQLite Summary.mp4 36.03Мб
004. Summary of Directory and File Operations using the os Module.mp4 20.96Мб
004. Summary of Django Courses Project.mp4 19.34Мб
004. Summary of Example with Random CSV Data.mp4 39.18Мб
004. TASK - Functions Manipulation.mp4 6.13Мб
004. TASK - Operators.mp4 7.52Мб
004. TASK - Placing Rectangle in the Middle of the Game Window.mp4 2.48Мб
004. The if-elif Statement.mp4 49.59Мб
004. Updating Packages using pipenv.mp4 14.52Мб
004. Verifying the API Service.mp4 55.50Мб
005. Activation and Deactivation of the Virtual Environment in the Shell.mp4 8.06Мб
005. Adding the Bootstrap CSS Library to the HTML Template.mp4 52.84Мб
005. Adding Version for the API.mp4 52.64Мб
005. Attaching the View Function to a URL.mp4 18.99Мб
005. Built-in time Module.mp4 26.80Мб
005. Class Attributes.mp4 10.44Мб
005. Comparison of Different Sequences.mp4 37.90Мб
005. Concatenating NumPy Arrays.mp4 34.48Мб
005. Creating a Ball Class.mp4 24.31Мб
005. Creating and Applying Migrations for the Shop Application.mp4 54.36Мб
005. Encoding Non-Numeric Values in Input Data.mp4 35.45Мб
005. Example - Calculating School Grades using the Ternary Operator.mp4 15.57Мб
005. Example - Generating Strong Passwords.mp4 70.08Мб
005. Example - Handling File Not Found Errors.mp4 20.46Мб
005. Example of a Heatmap in Matplotlib.mp4 33.16Мб
005. Example - Removing Excessive Spaces using Regular Expressions.mp4 13.45Мб
005. Example - Retrieving User Posts by Email.mp4 22.75Мб
005. Finding Null Values in the DataFrame.mp4 12.35Мб
005. Function Arguments.mp4 35.62Мб
005. Making Fighter Movement Continuous.mp4 57.27Мб
005. Manually Encoding Non-Numeric Values in DataFrame.mp4 43.51Мб
005. Moving the Templates Folder Out of the Shop Application Folder.mp4 52.83Мб
005. NumPy Example 7 (Three-Dimensional Array).mp4 65.04Мб
005. Overview of Default Routing Configuration in Django.mp4 13.19Мб
005. Practice - Combining if, elif, and else Statements.mp4 22.06Мб
005. Practice - Copying Lists.mp4 18.56Мб
005. Practice - Examples with Logical Operators.mp4 17.01Мб
005. Practice - Exploring Core Data Classes (str, int, bool, list, dict).mp4 18.08Мб
005. Practice - Incorporating Own Instance Attributes with the ..init.. Method.mp4 49.52Мб
005. Practice - Iterating through Ranges, Strings, and Sets with For-In Loops.mp4 14.72Мб
005. Practice - Modules in Subfolders.mp4 15.76Мб
005. Practice - Unpacking Selected Elements.mp4 9.16Мб
005. Practice - Usage of the Set Methods.mp4 41.98Мб
005. Practice - Using continue and break Statements in While Loops.mp4 21.92Мб
005. Practice - Using the built-in dir() Function.mp4 35.95Мб
005. Practice - Using the get() Method for Dictionaries.mp4 8.23Мб
005. Practice - Using the Python Interactive Interpreter.mp4 7.52Мб
005. Practice - Utilizing Tuple Comprehension.mp4 8.23Мб
005. Properly Connecting the Course to the Category in POST Requests Using Hydrate Method.mp4 20.78Мб
005. Recreating Virtual Environment in the Project Folder using pipenv.mp4 25.58Мб
005. Responding with a 404 When Course is Not Found in the Database.mp4 33.83Мб
005. Shooter Game Summary.mp4 25.66Мб
005. SOLUTION - Placing Rectangle in the Middle of the Game Window.mp4 25.94Мб
005. TASK - Manipulating Function Arguments.mp4 11.22Мб
005. TASKS - JSON.mp4 8.78Мб
005. Working with Complex Numbers.mp4 7.21Мб
005. Working with Files and Directories using the Path Class.mp4 49.03Мб
005. Writing DataFrames to Excel and JSON Files.mp4 31.09Мб
006. Adding Dehydrate Method to Modify Data Before Sending to Client.mp4 28.19Мб
006. Adding Methods in the Ball Class.mp4 42.42Мб
006. Adding Shop Application Routes to the Global Project Routing Configuration.mp4 40.81Мб
006. Adding the Ball to the Game.mp4 28.09Мб
006. Args and kwargs.mp4 25.37Мб
006. Building and Predicting with Cleaned and Encoded Data.mp4 34.90Мб
006. Displaying Real-World Data on Various Charts.mp4 72.06Мб
006. Encoding Non-Numeric Values Using LabelEncoder.mp4 32.85Мб
006. Example - Adding Parameter Types.mp4 14.11Мб
006. Example - Handling Undefined Variable Errors.mp4 36.53Мб
006. Finding Columns with Specific Data Type.mp4 9.79Мб
006. Installing Packages within the Virtual Environment.mp4 19.49Мб
006. Installing Postman and Sending GET and DELETE Requests.mp4 29.16Мб
006. Iterating over Directories and Removing Files using the Path Class.mp4 46.71Мб
006. Modifying Database Models.mp4 25.93Мб
006. Modifying the Model for the Courses.mp4 21.74Мб
006. Moving Rectangle Using Keyboard Arrows.mp4 32.86Мб
006. NumPy Summary.mp4 4.85Мб
006. Practice - Calculating Symmetric Difference of Sets.mp4 11.26Мб
006. Practice - Comparison Operators.mp4 39.81Мб
006. Practice - Considering the Order of Conditions in if Statements.mp4 25.33Мб
006. Practice - Converting Other Types to a Dictionary.mp4 8.52Мб
006. Practice - Converting Tuples to Lists.mp4 4.55Мб
006. Practice - Gathering User Input with the built-in input() Function.mp4 25.84Мб
006. Practice - Unpacking a List into Positional Arguments.mp4 20.40Мб
006. Practice - Using the built-in isinstance() Function.mp4 11.40Мб
006. Practice - Working with Class Attributes.mp4 35.77Мб
006. Summary of Basic Operations with NumPy Arrays.mp4 19.01Мб
006. TASK - Password Verification.mp4 5.19Мб
006. TASKS - Working with For-In Loops.mp4 12.51Мб
006. TASK - While Loop.mp4 5.18Мб
006. TASK - Working with Lists.mp4 6.06Мб
006. Using venv for Virtual Environments in PyCharm.mp4 21.12Мб
007. Creating a Category using the Category Model in the Shell.mp4 55.17Мб
007. Creating Additional Diagrams After Data Cleaning and Encoding.mp4 92.25Мб
007. Creating a Game Class.mp4 34.80Мб
007. Example - Constructing Dictionaries from Sequences.mp4 16.30Мб
007. Example - Wrapping up the Forum, Users, and Posts Example.mp4 20.29Мб
007. Practice - Gathering Positional Arguments into the args Tuple.mp4 18.54Мб
007. Practice - Incorporating if Statements into Functions.mp4 25.09Мб
007. Practice - Raising Custom Errors.mp4 35.01Мб
007. Practice - Unpacking a Dictionary into Keyword Arguments.mp4 29.27Мб
007. Reading and Writing Files.mp4 26.88Мб
007. Saving a List of Installed Packages in a Requirements Text File.mp4 22.46Мб
007. Series Data Structure in Pandas.mp4 26.15Мб
007. Showing Ball Based on Fighter Position.mp4 12.51Мб
007. Stopping Rectangle from Moving Outside of the Surface.mp4 37.30Мб
007. Summary for Setting Up GET, POST, and DELETE Requests.mp4 28.39Мб
007. Summary of Model for Predicting Favorite Transport.mp4 19.92Мб
007. Summary of the Django Shop Application.mp4 34.85Мб
007. TASK - Working with Dictionaries.mp4 5.79Мб
007. TASK - Working with Sets.mp4 5.34Мб
007. The del Statement.mp4 12.44Мб
007. Using pipenv for Virtual Environments in PyCharm.mp4 43.97Мб
008. Adding Methods in the Game Class.mp4 65.51Мб
008. Challenges of Package Management using Requirements Files.mp4 18.62Мб
008. Creating Courses using the Course Model in the Shell.mp4 30.59Мб
008. Filtering DataFrame with Passenger Data.mp4 22.74Мб
008. Installing django-tastypie for the API Django Application.mp4 14.49Мб
008. Moving the Ball After Firing.mp4 23.12Мб
008. Practice - Flexibility in Function Calls.mp4 21.42Мб
008. Practice - Gathering All Keyword Arguments into the kwargs Dictionary.mp4 42.48Мб
008. Practice - Handling Raised Errors using Try and Except.mp4 32.78Мб
008. Practice - Short For-In Loops with Conditional Statements.mp4 12.14Мб
008. Practice - Using if and return Statements within Functions.mp4 32.17Мб
008. Selecting Part of the DataFrame Using loc and iloc Properties.mp4 38.35Мб
008. Visualizing DecisionTreeClassifier Model.mp4 61.94Мб
008. Writing and Reading Files using the built-in open Function.mp4 23.41Мб
009. Adding Methods for Drawing Elements and Finalizing Refactoring.mp4 37.69Мб
009. Adding the Alien to the Game.mp4 23.99Мб
009. Creating Categories and Courses in the Admin Interface.mp4 28.01Мб
009. Creating Charts for Data from the Built Model.mp4 15.55Мб
009. Example - Calculating School Grades using if and return in the Function.mp4 21.42Мб
009. Example - Converting Dictionary to Another Dictionary.mp4 11.68Мб
009. Filtering Data in the DataFrame.mp4 31.50Мб
009. Practice - Specifying Types for Function Parameters.mp4 7.71Мб
009. Using DecisionTreeClassifier for Model Creation.mp4 25.70Мб
009. Using the with Statement.mp4 32.33Мб
010. Datetime Type in Pandas.mp4 26.83Мб
010. Evaluating Model Accuracy.mp4 79.36Мб
010. Game Refactoring Summary.mp4 24.63Мб
010. Measuring Model Accuracy with DecisionTreeClassifier.mp4 53.50Мб
010. Modifying How Courses and Categories are Displayed in the Admin Panel.mp4 25.56Мб
010. Moving the Alien Down the Surface.mp4 7.04Мб
010. Removing Files using unlink.mp4 14.11Мб
010. TASK - Conditional Statements.mp4 11.81Мб
010. TASK - Proper Error Handling.mp4 8.08Мб
010. TASKS - Short For-In Loops.mp4 9.21Мб
011. Example - Chaining For-In Expressions.mp4 9.03Мб
011. Running the Game After Refactoring.mp4 27.91Мб
011. Sending Course Titles to the Client in the Response.mp4 24.34Мб
011. Sorting Data in the DataFrame.mp4 34.75Мб
011. TASK - Files.mp4 4.50Мб
011. Using Other Classifiers for Model Creation.mp4 58.22Мб
012. Adding and Removing Columns and Concatenating DataFrames.mp4 55.69Мб
012. Summary of Airline Passenger Satisfaction Project.mp4 120.70Мб
013. Summary of Pandas DataFrames and Series.mp4 78.24Мб
01-main-types.py 217б
02-input.py 201б
03-idents.py 78б
04-functions.py 544б
05-pep8.py 90б
06-comments.py 144б
07-id.py 107б
08-type.py 137б
09-isinstance.py 166б
10-str.py 395б
11-str-methods.py 482б
12-str-concatenation.py 546б
13-int.py 338б
14-float.py 160б
15-bool.py 545б
16-magic-methods.py 175б
17-lists.py 688б
18-copy-lists.py 321б
19-dict.py 980б
20-tuple.py 582б
21-set.py 395б
22-set-methods.py 1013б
23-range.py 662б
24-zip.py 748б
25-deepcopy.py 368б
26-objects-in-functions.py 1.10Кб
27-positional-args.py 407б
28-args.py 522б
29-keyword-arguments.py 481б
30-kwargs.py 970б
31-args-kwargs.py 1.15Кб
32-default-parameters.py 370б
33-docstring.py 339б
34-scopes.py 107б
35-global.py 413б
36-prefix-operators.py 551б
37-comparison.py 1.12Кб
38-falsy-values.py 1.06Кб
39-short-cirquit.py 1.36Кб
40-lambda.py 821б
41-try-except.py 2.61Кб
42-raise.py 624б
43-list-tuple-unpacking.py 1.65Кб
44-fn-pos-args-unpacking.py 243б
45-fn-keyword-args-unpacking.py 936б
46-dict-unpacking.py 588б
47-if.py 1.75Кб
48-if-functions.py 1.26Кб
49-ternary.py 1.32Кб
50-for-in-list-tuple.py 327б
51-for-in-dict.py 152б
52-for-in-str-range-set.py 484б
53-while.py 1.11Кб
54-break-continue.py 895б
55-comprehensions.py 1.45Кб
56-generators.py 646б
57-decorators.py 2.16Кб
58-classes.py 4.18Кб
59-several-classes.py 2.19Кб
60-encapsulation.py 369б
61-inheritance.py 553б
62-polymorphism.py 544б
63-abstraction.py 496б
64-modules.py 26б
65-json.py 1.45Кб
66-files-dirs-os.py 1.22Кб
67-files-dirs-Path.py 1.28Кб
68-read-write-files.py 1.50Кб
69-zip.py 767б
70-csv.py 598б
71-datetime.py 1.88Кб
72-time.py 511б
73-random.py 1.00Кб
74-secrets.py 2.19Кб
75-math.py 252б
76-recursive-functions.py 414б
77-re.py 1.37Кб
78-smtplib.py 582б
79-smtp-html-template.py 1.05Кб
80-sqlite3.py 1.32Кб
81-array.py 675б
82-sys.py 294б
83-webbrowser.py 598б
84-django.py 25б
85-pygame-rectangle.py 1.11Кб
86-pygame-shooter.py 3.17Кб
87-pygame-shooter-oop.py 37б
admin.cpython-311.pyc 217б
admin.cpython-311.pyc 1.53Кб
admin.py 63б
admin.py 611б
airline_passenger_satisfaction.csv 12.28Мб
airline_passenger_satisfaction-checkpoint.csv 12.28Мб
Airline Passenger Satisfaction.ipynb 958.91Кб
Airline Passenger Satisfaction-checkpoint.ipynb 390.00Кб
alien.png 7.08Кб
alien.py 709б
apps.cpython-311.pyc 527б
apps.cpython-311.pyc 530б
apps.py 138б
apps.py 140б
asgi.py 385б
authentication.cpython-311.pyc 895б
authentication.py 285б
ball.png 2.18Кб
ball.py 926б
base.html 921б
constants.py 160б
courses.html 821б
db.sqlite3 160.00Кб
decision_tree_model.dot 2.45Кб
decision_tree_model-checkpoint.dot 2.03Кб
fighter.png 10.61Кб
fighter.py 885б
First Notebook.ipynb 2.08Кб
First Notebook-checkpoint.ipynb 2.08Кб
game.py 2.86Кб
jersey-rainfall-1984-to-2021.csv 9.02Кб
main.py 120б
main.py 101б
main.py 91б
main.py 91б
main.py 183б
main.py 196б
main.py 31б
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main.py 254б
main.py 219б
main.py 92б
manage.py 660б
Matplotlib CSV.ipynb 448.73Кб
Matplotlib CSV-checkpoint.ipynb 448.73Кб
Matplotlib Examples.ipynb 342.04Кб
Matplotlib Examples-checkpoint.ipynb 342.04Кб
models.cpython-311.pyc 2.49Кб
models.cpython-311.pyc 1.69Кб
models.py 1003б
models.py 617б
module_one.py 12б
module_two.py 19б
NumPy Arange, Reshape and Flatten.ipynb 7.49Кб
Numpy Arange, Reshape and Flatten-checkpoint.ipynb 7.49Кб
NumPy Examples.ipynb 14.95Кб
Numpy Examples-checkpoint.ipynb 14.95Кб
NumPy One Dimension.ipynb 4.26Кб
Numpy One Dimension-checkpoint.ipynb 4.26Кб
NumPy Random.ipynb 3.32Кб
Numpy Random-checkpoint.ipynb 3.32Кб
NumPy Two Dimensions.ipynb 7.89Кб
Numpy Two Dimensions-checkpoint.ipynb 7.89Кб
old.py 3.17Кб
other.py 80б
other.py 80б
other.py 165б
other.py 42б
Pandas DataFrames and Series.ipynb 82.11Кб
Pandas DataFrames and Series-checkpoint.ipynb 82.11Кб
Pandas Random CSV.ipynb 83.27Кб
Pandas Random CSV-checkpoint.ipynb 83.27Кб
Pipfile 218б
Pipfile 189б
Pipfile.lock 2.72Кб
Pipfile.lock 6.66Кб
random_sales.csv 2.69Кб
random_sales-checkpoint.csv 25.98Кб
sales_data.json 5.11Кб
sales_data.xlsx 7.89Кб
sales_data-checkpoint.json 53.89Кб
Scikit Prediction and Evalution.ipynb 71.44Кб
Scikit Prediction and Evalution-checkpoint.ipynb 71.44Кб
Second Notebook.ipynb 3.83Кб
Second Notebook-checkpoint.ipynb 3.83Кб
settings.cpython-311.pyc 2.60Кб
settings.py 3.23Кб
single_course.html 375б
tests.py 60б
tests.py 60б
Third Notebook.ipynb 1.64Кб
Third Notebook-checkpoint.ipynb 1.64Кб
urls.cpython-311.pyc 742б
urls.cpython-311.pyc 561б
urls.cpython-311.pyc 493б
urls.py 557б
urls.py 202б
urls.py 198б
utils.py 65б
utils.py 65б
utils.py 65б
utils.py 65б
utils.py 81б
utils.py 81б
vehicles.csv 532б
vehicles-checkpoint.csv 532б
views.cpython-311.pyc 1003б
views.py 63б
views.py 644б
wsgi.cpython-311.pyc 678б
wsgi.py 385б
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