Python - Complete Python, Django, Data Science and ML Guide

[0dayddl]

12.93 GB | 15min 2s | mp4 | 1920X1080 | 16:9
Genre:eLearning |Language:English


Files Included :

FileName :001 Introduction to the Complete Python Guide.mp4 | Size: (33.85 MB)
FileName :002 Course Overview.mp4 | Size: (27.1 MB)
FileName :003 Where to Write and Run Python Code.mp4 | Size: (19.19 MB)
FileName :004 Practice Installing Python.mp4 | Size: (11.49 MB)
FileName :005 Practice - Using the Python Interactive Interpreter.mp4 | Size: (7.52 MB)
FileName :001 Installing PyCharm.mp4 | Size: (19.46 MB)
FileName :002 Getting Familiar with the PyCharm Interface.mp4 | Size: (26.38 MB)
FileName :001 Key Concept in Python.mp4 | Size: (12.05 MB)
FileName :002 Main Data Types in Python.mp4 | Size: (19.57 MB)
FileName :003 Practice - Working with Main Data Types.mp4 | Size: (21.21 MB)
FileName :001 Built-in Functions.mp4 | Size: (52.05 MB)
FileName :002 Practice - Defining and Using Functions.mp4 | Size: (32.19 MB)
FileName :003 Practice - Using the Return Statement in Functions.mp4 | Size: (34.28 MB)
FileName :004 Practice - Exploring Built-in Functions.mp4 | Size: (20.57 MB)
FileName :005 Practice - Using the built-in dir() Function.mp4 | Size: (35.95 MB)
FileName :006 Practice - Gathering User Input with the built-in input() Function.mp4 | Size: (25.84 MB)
FileName :001 Code Indentations.mp4 | Size: (15.19 MB)
FileName :002 Practice - Working with Indentations.mp4 | Size: (18.19 MB)
FileName :003 Following PEP 8 Guidelines.mp4 | Size: (35.38 MB)
FileName :004 Enabling Auto-Formatting in PyCharm.mp4 | Size: (14.62 MB)
FileName :001 Comments.mp4 | Size: (10.93 MB)
FileName :002 Practice - Adding Comments to Your Code.mp4 | Size: (10 MB)
FileName :001 Understanding Expressions.mp4 | Size: (13.93 MB)
FileName :002 Understanding Statements.mp4 | Size: (14.04 MB)
FileName :003 Practice - Using Expressions.mp4 | Size: (18.32 MB)
FileName :004 Practice - Using Statements.mp4 | Size: (9.2 MB)
FileName :001 Variables.mp4 | Size: (50.42 MB)
FileName :002 Practice - Defining and Using Variables.mp4 | Size: (16.2 MB)
FileName :001 Understanding Dynamic Typing.mp4 | Size: (27.54 MB)
FileName :002 Types and Data Structures Overview.mp4 | Size: (16.44 MB)
FileName :003 Variables and Objects.mp4 | Size: (22.98 MB)
FileName :004 Practice - Using the built-in id() Function.mp4 | Size: (13.25 MB)
FileName :005 Practice - Exploring Core Data Classes (str, int, bool, list, dict).mp4 | Size: (18.08 MB)
FileName :006 Practice - Using the built-in isinstance() Function.mp4 | Size: (11.4 MB)
FileName :001 Strings.mp4 | Size: (40.48 MB)
FileName :002 Practice - String Manipulation.mp4 | Size: (42.4 MB)
FileName :003 Practice - String Methods.mp4 | Size: (44.83 MB)
FileName :001 String Concatenation.mp4 | Size: (13.98 MB)
FileName :002 Practice - Concatenating Strings using the + Operator.mp4 | Size: (13.71 MB)
FileName :003 Practice - Using f-strings for String Formatting.mp4 | Size: (9.67 MB)
FileName :004 Practice - Alternative String Formatting Methods.mp4 | Size: (19.23 MB)
FileName :001 Integers.mp4 | Size: (18.1 MB)
FileName :002 Practice - Integers Manipulation.mp4 | Size: (23.25 MB)
FileName :003 Float Numbers.mp4 | Size: (19.54 MB)
FileName :004 Practice - Floating-Point Numbers Manipulation.mp4 | Size: (11.08 MB)
FileName :005 Working with Complex Numbers.mp4 | Size: (7.21 MB)
FileName :001 Boolean Values.mp4 | Size: (17.32 MB)
FileName :002 Practice - Working with Boolean Values.mp4 | Size: (28.83 MB)
FileName :003 Type Conversion.mp4 | Size: (43.31 MB)
FileName :001 Magic Methods.mp4 | Size: (8.45 MB)
FileName :002 Practice - Utilizing Magic Attributes and Methods.mp4 | Size: (37.5 MB)
FileName :001 Lists.mp4 | Size: (36.18 MB)
FileName :002 List Methods.mp4 | Size: (36.95 MB)
FileName :003 Practice - Working with Lists.mp4 | Size: (34.43 MB)
FileName :004 Copying Lists.mp4 | Size: (35.51 MB)
FileName :005 Practice - Copying Lists.mp4 | Size: (18.56 MB)
FileName :006 TASK - Working with Lists.mp4 | Size: (6.06 MB)
FileName :001 Dictionaries.mp4 | Size: (37.92 MB)
FileName :002 Practice - Manipulating Dictionaries.mp4 | Size: (23.34 MB)
FileName :003 Practice - Dictionary Methods.mp4 | Size: (19.73 MB)
FileName :004 Other Operations with Dictionaries.mp4 | Size: (49.54 MB)
FileName :005 Practice - Using the get() Method for Dictionaries.mp4 | Size: (8.23 MB)
FileName :006 Practice - Converting Other Types to a Dictionary.mp4 | Size: (8.52 MB)
FileName :007 TASK - Working with Dictionaries.mp4 | Size: (5.79 MB)
FileName :001 Tuples.mp4 | Size: (60.03 MB)
FileName :002 Practice - Tuples Manipulation.mp4 | Size: (33.72 MB)
FileName :001 Sets.mp4 | Size: (31.04 MB)
FileName :002 Practice - Working with Sets.mp4 | Size: (26.35 MB)
FileName :003 Understanding Set Theory.mp4 | Size: (26.22 MB)
FileName :004 Set Methods.mp4 | Size: (45.84 MB)
FileName :005 Practice - Usage of the Set Methods.mp4 | Size: (41.98 MB)
FileName :006 Practice - Calculating Symmetric Difference of Sets.mp4 | Size: (11.26 MB)
FileName :007 TASK - Working with Sets.mp4 | Size: (5.34 MB)
FileName :001 Ranges.mp4 | Size: (27.49 MB)
FileName :002 Practice - Range Manipulation.mp4 | Size: (12.65 MB)
FileName :003 Practice - Range Methods and Attributes.mp4 | Size: (26.39 MB)
FileName :001 Built-in Functions for Sequences.mp4 | Size: (12.06 MB)
FileName :002 Built-in zip() Function.mp4 | Size: (16.69 MB)
FileName :003 Practice - Working with zip Objects.mp4 | Size: (28.89 MB)
FileName :004 Practice - Converting a zip Object to a Dictionary.mp4 | Size: (12.65 MB)
FileName :005 Comparison of Different Sequences.mp4 | Size: (37.9 MB)
FileName :001 Understanding Immutable Objects in Python.mp4 | Size: (27.27 MB)
FileName :002 Understanding Mutable Objects in Python.mp4 | Size: (37.36 MB)
FileName :003 Strategies to Prevent Object Mutation.mp4 | Size: (34.07 MB)
FileName :004 Practice - Creating Deep Copies of Objects.mp4 | Size: (35.99 MB)
FileName :001 Functions.mp4 | Size: (30.79 MB)
FileName :002 Calling Functions Arguments vs Parameters.mp4 | Size: (17.17 MB)
FileName :003 Shortest Function in Python.mp4 | Size: (12.79 MB)
FileName :001 Mutable and Immutable Arguments in Function Calls.mp4 | Size: (37.1 MB)
FileName :002 Practice - Using Mutable and Immutable Objects as Function Arguments.mp4 | Size: (46.88 MB)
FileName :003 Practice - Mandatory and Optional Positional Arguments.mp4 | Size: (11.39 MB)
FileName :004 TASK - Functions Manipulation.mp4 | Size: (6.13 MB)
FileName :005 Function Arguments.mp4 | Size: (35.62 MB)
FileName :001 Practice - Using args to Gather Positional Arguments into a Tuple.mp4 | Size: (25.88 MB)
FileName :002 Keyword Arguments.mp4 | Size: (31.25 MB)
FileName :003 Practice - Working with Keyword Arguments.mp4 | Size: (26.97 MB)
FileName :004 Practice - Using kwargs to Merge Keyword Arguments in a Dictionary.mp4 | Size: (32.73 MB)
FileName :005 TASK - Manipulating Function Arguments.mp4 | Size: (11.22 MB)
FileName :006 Args and kwargs.mp4 | Size: (25.37 MB)
FileName :007 Practice - Gathering Positional Arguments into the args Tuple.mp4 | Size: (18.54 MB)
FileName :008 Practice - Gathering All Keyword Arguments into the kwargs Dictionary.mp4 | Size: (42.48 MB)
FileName :001 Default Function Parameters.mp4 | Size: (30.52 MB)
FileName :002 Practice - Using Default Function Parameters.mp4 | Size: (48.21 MB)
FileName :001 Docstrings.mp4 | Size: (21.1 MB)
FileName :002 Practice - Writing and Using Docstrings.mp4 | Size: (32.04 MB)
FileName :003 Practice - Exploring Docstrings.mp4 | Size: (38.64 MB)
FileName :004 Practice - Adding Docstrings to Functions.mp4 | Size: (29.31 MB)
FileName :001 Callback Functions.mp4 | Size: (33.55 MB)
FileName :002 Rules for Working with Functions.mp4 | Size: (12.11 MB)
FileName :001 Scopes.mp4 | Size: (53.35 MB)
FileName :002 The Global Keyword.mp4 | Size: (13.49 MB)
FileName :003 Practice - Global and Local Variables.mp4 | Size: (28.65 MB)
FileName :004 Practice - Using the Global Keyword.mp4 | Size: (33.72 MB)
FileName :001 Operators.mp4 | Size: (59.23 MB)
FileName :002 Unary and Binary Operators.mp4 | Size: (27.03 MB)
FileName :003 Practice - Working with Prefix Unary Operators.mp4 | Size: (13.2 MB)
FileName :004 TASK - Operators.mp4 | Size: (7.52 MB)
FileName :001 Falsy and Truthy Values.mp4 | Size: (30.85 MB)
FileName :002 Practice - Falsy and Truthy Values.mp4 | Size: (32.16 MB)
FileName :001 Logical Operators.mp4 | Size: (47.78 MB)
FileName :002 Practice - Short-Circuit OR Operator.mp4 | Size: (20.2 MB)
FileName :003 Practice - Short-Circuit AND Operator.mp4 | Size: (12.5 MB)
FileName :004 Practice - Combining OR and AND Operators.mp4 | Size: (7.3 MB)
FileName :005 Practice - Examples with Logical Operators.mp4 | Size: (17.01 MB)
FileName :006 Practice - Comparison Operators.mp4 | Size: (39.81 MB)
FileName :007 The del Statement.mp4 | Size: (12.44 MB)
FileName :001 Lambda Functions.mp4 | Size: (24.19 MB)
FileName :002 Practice - Returning Lambda Functions from Functions.mp4 | Size: (14.58 MB)
FileName :003 Practice - Sorting a List using Lambda Functions.mp4 | Size: (36.84 MB)
FileName :004 Practice - Filtering a List using Lambda Functions.mp4 | Size: (20.43 MB)
FileName :001 Error Handling.mp4 | Size: (66.39 MB)
FileName :002 Practice - Using Different Error Classes in the Try and Except.mp4 | Size: (22.7 MB)
FileName :003 Practice - Using Multiple Error Classes in one Except Block and Parent Exception Class.mp4 | Size: (42.08 MB)
FileName :004 Practice - Using Else and Finally Blocks.mp4 | Size: (21.14 MB)
FileName :005 Example - Handling File Not Found Errors.mp4 | Size: (20.46 MB)
FileName :006 Example - Handling Undefined Variable Errors.mp4 | Size: (36.53 MB)
FileName :007 Practice - Raising Custom Errors.mp4 | Size: (35.01 MB)
FileName :008 Practice - Handling Raised Errors using Try and Except.mp4 | Size: (32.78 MB)
FileName :009 Practice - Specifying Types for Function Parameters.mp4 | Size: (7.71 MB)
FileName :010 TASK - Proper Error Handling.mp4 | Size: (8.08 MB)
FileName :001 Sequence Unpacking.mp4 | Size: (76.91 MB)
FileName :002 Practice - Unpacking Tuples.mp4 | Size: (20.17 MB)
FileName :003 Practice - Unpacking a List of Tuples.mp4 | Size: (15.94 MB)
FileName :004 Practice - Unpacking Remaining Elements.mp4 | Size: (17.2 MB)
FileName :005 Practice - Unpacking Selected Elements.mp4 | Size: (9.16 MB)
FileName :006 Practice - Unpacking a List into Positional Arguments.mp4 | Size: (20.4 MB)
FileName :007 Practice - Unpacking a Dictionary into Keyword Arguments.mp4 | Size: (29.27 MB)
FileName :008 Practice - Flexibility in Function Calls.mp4 | Size: (21.42 MB)
FileName :001 Dictionary Unpacking Operator.mp4 | Size: (24.03 MB)
FileName :002 Practice - Using the Dictionary Unpacking Operator.mp4 | Size: (16.2 MB)
FileName :003 Practice - Merging Two Dictionaries.mp4 | Size: (17.51 MB)
FileName :001 Conditional Statements.mp4 | Size: (34.76 MB)
FileName :002 Practice - Working with Multiple if Statements.mp4 | Size: (21.43 MB)
FileName :003 The if-else Statement.mp4 | Size: (8.75 MB)
FileName :004 The if-elif Statement.mp4 | Size: (49.59 MB)
FileName :005 Practice - Combining if, elif, and else Statements.mp4 | Size: (22.06 MB)
FileName :006 Practice - Considering the Order of Conditions in if Statements.mp4 | Size: (25.33 MB)
FileName :007 Practice - Incorporating if Statements into Functions.mp4 | Size: (25.09 MB)
FileName :008 Practice - Using if and return Statements within Functions.mp4 | Size: (32.17 MB)
FileName :009 Example - Calculating School Grades using if and return in the Function.mp4 | Size: (21.42 MB)
FileName :010 TASK - Conditional Statements.mp4 | Size: (11.81 MB)
FileName :001 Ternary Operator.mp4 | Size: (37.7 MB)
FileName :002 Practice - Utilizing the Ternary Operator.mp4 | Size: (14.05 MB)
FileName :003 Example - Calculating Discounts with the Ternary Operator.mp4 | Size: (9.24 MB)
FileName :004 Example - Data Manipulation using the Ternary Operator.mp4 | Size: (9.89 MB)
FileName :005 Example - Calculating School Grades using the Ternary Operator.mp4 | Size: (15.57 MB)
FileName :001 Loops.mp4 | Size: (24.31 MB)
FileName :002 For-In Loop.mp4 | Size: (64.87 MB)
FileName :003 Practice - Iterating through Lists and Tuples using For-In Loops.mp4 | Size: (12.35 MB)
FileName :004 Practice - Iterating through Dictionaries using For-In Loops.mp4 | Size: (23.83 MB)
FileName :005 Practice - Iterating through Ranges, Strings, and Sets with For-In Loops.mp4 | Size: (14.72 MB)
FileName :006 TASKS - Working with For-In Loops.mp4 | Size: (12.51 MB)
FileName :001 While Loop.mp4 | Size: (39.94 MB)
FileName :002 Practice - Utilizing the While Loop.mp4 | Size: (36.44 MB)
FileName :003 Example - Making Selections with the While Loop.mp4 | Size: (32.77 MB)
FileName :004 Practice - Using break Statements in While and For-In Loops.mp4 | Size: (25.09 MB)
FileName :005 Practice - Using continue and break Statements in While Loops.mp4 | Size: (21.92 MB)
FileName :006 TASK - While Loop.mp4 | Size: (5.18 MB)
FileName :001 For-In Expression.mp4 | Size: (15.85 MB)
FileName :002 List, Set, and Dictionary Comprehensions.mp4 | Size: (70.03 MB)
FileName :003 Practice - Using List Comprehension.mp4 | Size: (8.69 MB)
FileName :004 Practice - Using Dictionary Comprehension.mp4 | Size: (9.49 MB)
FileName :005 Practice - Utilizing Tuple Comprehension.mp4 | Size: (8.23 MB)
FileName :006 Practice - Converting Tuples to Lists.mp4 | Size: (4.55 MB)
FileName :007 Example - Constructing Dictionaries from Sequences.mp4 | Size: (16.3 MB)
FileName :008 Practice - Short For-In Loops with Conditional Statements.mp4 | Size: (12.14 MB)
FileName :009 Example - Converting Dictionary to Another Dictionary.mp4 | Size: (11.68 MB)
FileName :010 TASKS - Short For-In Loops.mp4 | Size: (9.21 MB)
FileName :011 Example - Chaining For-In Expressions.mp4 | Size: (9.03 MB)
FileName :001 Generators in For-In Expressions.mp4 | Size: (38.09 MB)
FileName :002 Practice - Generators and Iteration over the Generator.mp4 | Size: (39.67 MB)
FileName :001 Introduction to Decorator Functions.mp4 | Size: (30.58 MB)
FileName :002 Example - Verifying User Permissions with Decorator Functions.mp4 | Size: (30.29 MB)
FileName :003 Example - Logging using Decorator Functions.mp4 | Size: (45 MB)
FileName :004 Example - Validating Arguments with Decorator Functions.mp4 | Size: (21.97 MB)
FileName :001 Classes and Objects.mp4 | Size: (37.25 MB)
FileName :002 Practice - Understanding Classes and Class Instances.mp4 | Size: (38.72 MB)
FileName :003 Practice - Adding Instance Attributes through Dot Notation.mp4 | Size: (29.26 MB)
FileName :004 Adding Instance Attributes using the init Method.mp4 | Size: (56.85 MB)
FileName :005 Practice - Incorporating Own Instance Attributes with the init Method.mp4 | Size: (49.52 MB)
FileName :001 Instance vs Class Methods.mp4 | Size: (56.33 MB)
FileName :002 Practice - Inheriting Methods by the Instances.mp4 | Size: (44.83 MB)
FileName :003 Static Class Methods.mp4 | Size: (17.54 MB)
FileName :004 Practice - Utilizing Static Methods in Classes.mp4 | Size: (45.62 MB)
FileName :005 Class Attributes.mp4 | Size: (10.44 MB)
FileName :006 Practice - Working with Class Attributes.mp4 | Size: (35.77 MB)
FileName :001 Magic Methods in Classes.mp4 | Size: (27.99 MB)
FileName :002 Practice - Utilizing Magic Methods in Classes.mp4 | Size: (37.15 MB)
FileName :001 Inheritance from Other Classes.mp4 | Size: (25.36 MB)
FileName :002 Practice - Extending Classes.mp4 | Size: (43.89 MB)
FileName :001 Example - Creating Forum, User, and Post Classes.mp4 | Size: (28.15 MB)
FileName :002 Example - Creating Instances of the Forum, User, and Post Classes.mp4 | Size: (36.82 MB)
FileName :003 Example - Methods for Finding Users by Username and Email.mp4 | Size: (33.56 MB)
FileName :004 Example - Method for Finding All Posts by a Specific User.mp4 | Size: (40.48 MB)
FileName :005 Example - Retrieving User Posts by Email.mp4 | Size: (22.75 MB)
FileName :006 Example - Adding Parameter Types.mp4 | Size: (14.11 MB)
FileName :007 Example - Wrapping up the Forum, Users, and Posts Example.mp4 | Size: (20.29 MB)
FileName :001 Encapsulation in Object-Oriented Programming (OOP).mp4 | Size: (13.22 MB)
FileName :002 Inheritance in Object-Oriented Programming (OOP).mp4 | Size: (21.62 MB)
FileName :003 Polymorphism in Object-Oriented Programming (OOP).mp4 | Size: (35.03 MB)
FileName :004 Abstraction in Object-Oriented Programming (OOP).mp4 | Size: (20.42 MB)
FileName :001 Modules.mp4 | Size: (46.94 MB)
FileName :002 Practice - Importing Entire Custom Modules.mp4 | Size: (22.97 MB)
FileName :003 Practice - Selective Imports from Other Modules.mp4 | Size: (17.38 MB)
FileName :004 Practice - Importing between Different Modules.mp4 | Size: (21.72 MB)
FileName :005 Practice - Modules in Subfolders.mp4 | Size: (15.76 MB)
FileName :001 Built-in Modules.mp4 | Size: (27.69 MB)
FileName :002 Practice - Importing from Built-in Modules.mp4 | Size: (7.41 MB)
FileName :001 Practice - name and main.mp4 | Size: (34.87 MB)
FileName :002 Example - Executing Functions only when Module is run Directly.mp4 | Size: (21.56 MB)
FileName :003 Practice - Packages in Python.mp4 | Size: (22.73 MB)
FileName :001 JavaScript Object Notation (JSON).mp4 | Size: (62.94 MB)
FileName :002 Practice - Converting Python Objects to JSON.mp4 | Size: (33.73 MB)
FileName :003 Practice - Converting from JSON to Python Objects.mp4 | Size: (44.96 MB)
FileName :004 Practice - Formatting Dictionaries using JSON.mp4 | Size: (11.62 MB)
FileName :005 TASKS - JSON.mp4 | Size: (8.78 MB)
FileName :001 Working with Files.mp4 | Size: (56.28 MB)
FileName :002 Working with Files and Directories using the os Module.mp4 | Size: (51.75 MB)
FileName :003 Removing Files and Directories using the os Module.mp4 | Size: (18.34 MB)
FileName :004 Summary of Directory and File Operations using the os Module.mp4 | Size: (20.96 MB)
FileName :005 Working with Files and Directories using the Path Class.mp4 | Size: (49.03 MB)
FileName :006 Iterating over Directories and Removing Files using the Path Class.mp4 | Size: (46.71 MB)
FileName :007 Reading and Writing Files.mp4 | Size: (26.88 MB)
FileName :008 Writing and Reading Files using the built-in open Function.mp4 | Size: (23.41 MB)
FileName :009 Using the with Statement.mp4 | Size: (32.33 MB)
FileName :010 Removing Files using unlink.mp4 | Size: (14.11 MB)
FileName :011 TASK - Files.mp4 | Size: (4.5 MB)
FileName :001 Built-in zipfile Module and Creating Zip Archives.mp4 | Size: (35.38 MB)
FileName :002 Reading from the Zip Archive.mp4 | Size: (43.19 MB)
FileName :001 Working with CSV Files.mp4 | Size: (34.67 MB)
FileName :002 Iterating over Each Row in the CSV File.mp4 | Size: (35.69 MB)
FileName :001 Built-in datetime Module.mp4 | Size: (15.2 MB)
FileName :002 Examples - Using the datetime Class.mp4 | Size: (33.11 MB)
FileName :003 Examples - Converting Strings to Datetime Objects.mp4 | Size: (29.87 MB)
FileName :004 Example - Working with the timedelta Class.mp4 | Size: (17.97 MB)
FileName :005 Built-in time Module.mp4 | Size: (26.8 MB)
FileName :001 Built-in random Module.mp4 | Size: (28.76 MB)
FileName :002 Examples - Utilizing choices and shuffle Methods from the random Module.mp4 | Size: (53.09 MB)
FileName :003 Built-in secrets Module.mp4 | Size: (43.91 MB)
FileName :004 Examples - Generating CSRF Tokens, URL-Safe Tokens, and OTP Passwords.mp4 | Size: (24.79 MB)
FileName :005 Example - Generating Strong Passwords.mp4 | Size: (70.08 MB)
FileName :001 Built-in math Module.mp4 | Size: (13.71 MB)
FileName :002 Recursive Functions.mp4 | Size: (29.13 MB)
FileName :001 Built-in re Module for Regular Expressions.mp4 | Size: (31.06 MB)
FileName :002 Example - Creating Patterns for Matching.mp4 | Size: (22.29 MB)
FileName :003 Example - Email Validation using Regular Expressions.mp4 | Size: (26.44 MB)
FileName :004 Example - Substring Replacement using Regular Expressions.mp4 | Size: (8.45 MB)
FileName :005 Example - Removing Excessive Spaces using Regular Expressions.mp4 | Size: (13.45 MB)
FileName :006 TASK - Password Verification.mp4 | Size: (5.19 MB)
FileName :001 Running smtp4dev SMTP server in a Docker Container.mp4 | Size: (28.46 MB)
FileName :002 Sending an Email using SMTP.mp4 | Size: (48.7 MB)
FileName :003 Formatting an Email using an HTML Template.mp4 | Size: (50.85 MB)
FileName :004 SMTP Wrap-Up and Removing the Docker smtp4dev Container.mp4 | Size: (11.63 MB)
FileName :001 Creating an SQLite3 Database and Table.mp4 | Size: (37.51 MB)
FileName :002 Writing Data into the SQLite Table.mp4 | Size: (27.81 MB)
FileName :003 Reading Data from the SQLite Table.mp4 | Size: (25.14 MB)
FileName :004 SQLite Summary.mp4 | Size: (36.03 MB)
FileName :001 Built-in array Module.mp4 | Size: (23.28 MB)
FileName :002 Saving Arrays to Files and Reading Arrays from Files.mp4 | Size: (17.84 MB)
FileName :003 Accessing Program Arguments using the built-in sys Module.mp4 | Size: (24.77 MB)
FileName :004 Built-in webbrowser Module.mp4 | Size: (54.07 MB)
FileName :001 Introduction to PIP - Package Manager for Python.mp4 | Size: (25.45 MB)
FileName :002 Using a Globally Installed requests Package.mp4 | Size: (12.57 MB)
FileName :003 Uninstalling Globally Installed Packages using PIP.mp4 | Size: (7.44 MB)
FileName :004 Creating a Python Virtual Environment.mp4 | Size: (10.99 MB)
FileName :005 Activation and Deactivation of the Virtual Environment in the Shell.mp4 | Size: (8.06 MB)
FileName :006 Installing Packages within the Virtual Environment.mp4 | Size: (19.49 MB)
FileName :007 Saving a List of Installed Packages in a Requirements Text File.mp4 | Size: (22.46 MB)
FileName :008 Challenges of Package Management using Requirements Files.mp4 | Size: (18.62 MB)
FileName :001 Installing pipenv for Virtual Environments Management.mp4 | Size: (21.13 MB)
FileName :002 Creating a Virtual Environment using pipenv.mp4 | Size: (24.15 MB)
FileName :003 Installing Packages using pipenv.mp4 | Size: (29.26 MB)
FileName :004 Updating Packages using pipenv.mp4 | Size: (14.52 MB)
FileName :005 Recreating Virtual Environment in the Project Folder using pipenv.mp4 | Size: (25.58 MB)
FileName :006 Using venv for Virtual Environments in PyCharm.mp4 | Size: (21.12 MB)
FileName :007 Using pipenv for Virtual Environments in PyCharm.mp4 | Size: (43.97 MB)
FileName :001 Introduction to the Django Web Framework and Project Overview.mp4 | Size: (18.22 MB)
FileName :002 Model View Controller (MVC) Programming Pattern.mp4 | Size: (6.1 MB)
FileName :003 Understanding How MVC Pattern is Implemented in Django.mp4 | Size: (13.99 MB)
FileName :004 Creating a New PyCharm Project and Installing Django.mp4 | Size: (48.33 MB)
FileName :001 Creating a New Django Project.mp4 | Size: (6.4 MB)
FileName :002 Overview of the manage py File in Django.mp4 | Size: (23.52 MB)
FileName :003 Starting and Verifying the Django Server.mp4 | Size: (36.61 MB)
FileName :004 Overview of Settings in the Django Project.mp4 | Size: (73.53 MB)
FileName :005 Overview of Default Routing Configuration in Django.mp4 | Size: (13.19 MB)
FileName :001 Creating the Shop Application in Django.mp4 | Size: (13.21 MB)
FileName :002 Explaining the Naming of the Django Project as base.mp4 | Size: (5.26 MB)
FileName :003 Exploring the Contents of the Shop Application.mp4 | Size: (15.95 MB)
FileName :004 Creating a View Function.mp4 | Size: (12.73 MB)
FileName :005 Attaching the View Function to a URL.mp4 | Size: (18.99 MB)
FileName :006 Adding Shop Application Routes to the Global Project Routing Configuration.mp4 | Size: (40.81 MB)
FileName :001 Applying Default Migrations in the Django Project.mp4 | Size: (45.92 MB)
FileName :002 Creating an Admin User in the Django Project.mp4 | Size: (25.21 MB)
FileName :003 Creating Course and Category Models.mp4 | Size: (31.19 MB)
FileName :004 Enabling the Shop Application in the Django Project.mp4 | Size: (18.28 MB)
FileName :005 Creating and Applying Migrations for the Shop Application.mp4 | Size: (54.36 MB)
FileName :006 Modifying Database Models.mp4 | Size: (25.93 MB)
FileName :007 Creating a Category using the Category Model in the Shell.mp4 | Size: (55.17 MB)
FileName :008 Creating Courses using the Course Model in the Shell.mp4 | Size: (30.59 MB)
FileName :009 Creating Categories and Courses in the Admin Interface.mp4 | Size: (28.01 MB)
FileName :010 Modifying How Courses and Categories are Displayed in the Admin Panel.mp4 | Size: (25.56 MB)
FileName :011 Sending Course Titles to the Client in the Response.mp4 | Size: (24.34 MB)
FileName :001 Creating an HTML Template.mp4 | Size: (20.62 MB)
FileName :002 Using an HTML Template in the View Function.mp4 | Size: (25.41 MB)
FileName :003 Populating the HTML Template with Data from the Database.mp4 | Size: (37.42 MB)
FileName :004 How we Connected Templates, Views, and Models.mp4 | Size: (12.76 MB)
FileName :005 Adding the Bootstrap CSS Library to the HTML Template.mp4 | Size: (52.84 MB)
FileName :001 Creating a Base HTML Template for Reuse in Other Templates.mp4 | Size: (41 MB)
FileName :002 Adding a Navigation Bar in the Base Template.mp4 | Size: (19.47 MB)
FileName :003 TASK - Making the Title of the Web Page Dynamic.mp4 | Size: (6.73 MB)
FileName :004 SOLUTION - Making the Title of the Web Page Dynamic.mp4 | Size: (16.67 MB)
FileName :001 Creating a Route for the Single Course Web Page.mp4 | Size: (11.55 MB)
FileName :002 Creating a View Function for the Single Course.mp4 | Size: (17.95 MB)
FileName :003 TASK - Creating an HTML Template for the Single Course.mp4 | Size: (7.33 MB)
FileName :004 SOLUTION - Creating an HTML Template for the Single Course.mp4 | Size: (28.79 MB)
FileName :005 Responding with a 404 When Course is Not Found in the Database.mp4 | Size: (33.83 MB)
FileName :001 Setting Up Routing Between Pages Using Relative or Absolute Paths.mp4 | Size: (35.58 MB)
FileName :002 Setting Up Routing Based on the Names of the URL Patterns.mp4 | Size: (30.3 MB)
FileName :003 Considering Application Names in the Routing Setup.mp4 | Size: (14.75 MB)
FileName :004 Adding a Link to the All Courses Page.mp4 | Size: (13.59 MB)
FileName :005 Moving the Templates Folder Out of the Shop Application Folder.mp4 | Size: (52.83 MB)
FileName :006 Modifying the Model for the Courses.mp4 | Size: (21.74 MB)
FileName :007 Summary of the Django Shop Application.mp4 | Size: (34.85 MB)
FileName :008 Installing django-tastypie for the API Django Application.mp4 | Size: (14.49 MB)
FileName :001 Creating an API Django Application.mp4 | Size: (16.03 MB)
FileName :002 Creating Models for the API Application.mp4 | Size: (37.95 MB)
FileName :003 Configuring Routing for the API Application.mp4 | Size: (22.76 MB)
FileName :004 Verifying the API Service.mp4 | Size: (55.5 MB)
FileName :005 Adding Version for the API.mp4 | Size: (52.64 MB)
FileName :006 Installing Postman and Sending GET and DELETE Requests.mp4 | Size: (29.16 MB)
FileName :001 Creating an API Key for the User.mp4 | Size: (39.25 MB)
FileName :002 Enabling Authentication and Authorization for the Model and Using DELETE Method.mp4 | Size: (24.26 MB)
FileName :003 Disabling Authentication Only for GET Requests.mp4 | Size: (47.28 MB)
FileName :004 Creating a New Resource Using POST Method.mp4 | Size: (29 MB)
FileName :005 Properly Connecting the Course to the Category in POST Requests Using Hydrate Method.mp4 | Size: (20.78 MB)
FileName :006 Adding Dehydrate Method to Modify Data Before Sending to Client.mp4 | Size: (28.19 MB)
FileName :007 Summary for Setting Up GET, POST, and DELETE Requests.mp4 | Size: (28.39 MB)
FileName :001 Refactoring Routing for the API Application.mp4 | Size: (35.74 MB)
FileName :002 Setting Up Index Route and Adding Navigation to Navbar.mp4 | Size: (50.48 MB)
FileName :003 Modifying Administrative Panel.mp4 | Size: (46.64 MB)
FileName :004 Summary of Django Courses Project.mp4 | Size: (19.34 MB)
FileName :001 Introduction to Pygame and Creating the Game Window.mp4 | Size: (42.78 MB)
FileName :002 Modifying Background Color of the Game Surface.mp4 | Size: (32.16 MB)
FileName :003 Displaying a Rectangle in the Game.mp4 | Size: (27.65 MB)
FileName :004 TASK - Placing Rectangle in the Middle of the Game Window.mp4 | Size: (2.48 MB)
FileName :005 SOLUTION - Placing Rectangle in the Middle of the Game Window.mp4 | Size: (25.94 MB)
FileName :006 Moving Rectangle Using Keyboard Arrows.mp4 | Size: (32.86 MB)
FileName :007 Stopping Rectangle from Moving Outside of the Surface.mp4 | Size: (37.3 MB)
FileName :001 Final Shooter Game Overview.mp4 | Size: (4.1 MB)
FileName :002 Loading Images for the Game and Fighter.mp4 | Size: (17.86 MB)
FileName :003 Displaying Fighter on the Surface.mp4 | Size: (28.1 MB)
FileName :004 Moving Fighter Left or Right.mp4 | Size: (19.33 MB)
FileName :005 Making Fighter Movement Continuous.mp4 | Size: (57.27 MB)
FileName :006 Adding the Ball to the Game.mp4 | Size: (28.09 MB)
FileName :007 Showing Ball Based on Fighter Position.mp4 | Size: (12.51 MB)
FileName :008 Moving the Ball After Firing.mp4 | Size: (23.12 MB)
FileName :009 Adding the Alien to the Game.mp4 | Size: (23.99 MB)
FileName :010 Moving the Alien Down the Surface.mp4 | Size: (7.04 MB)
FileName :001 Detecting Collision Between Alien and Fighter, Ending the Game.mp4 | Size: (28.34 MB)
FileName :002 Hitting the Alien with the Ball.mp4 | Size: (27.58 MB)
FileName :003 Increasing Alien Speed After Each Hit.mp4 | Size: (13.32 MB)
FileName :004 Adding Hit Counter.mp4 | Size: (17.74 MB)
FileName :005 Shooter Game Summary.mp4 | Size: (25.66 MB)
FileName :001 Start of Shooter Refactoring and Creating the Fighter Class.mp4 | Size: (45.97 MB)
FileName :002 Adding Methods in the Fighter Class.mp4 | Size: (36.49 MB)
FileName :003 Creating an Alien Class.mp4 | Size: (20.17 MB)
FileName :004 Adding Methods in the Alien Class.mp4 | Size: (31.03 MB)
FileName :005 Creating a Ball Class.mp4 | Size: (24.31 MB)
FileName :006 Adding Methods in the Ball Class.mp4 | Size: (42.42 MB)
FileName :007 Creating a Game Class.mp4 | Size: (34.8 MB)
FileName :008 Adding Methods in the Game Class.mp4 | Size: (65.51 MB)
FileName :009 Adding Methods for Drawing Elements and Finalizing Refactoring.mp4 | Size: (37.69 MB)
FileName :010 Game Refactoring Summary.mp4 | Size: (24.63 MB)
FileName :011 Running the Game After Refactoring.mp4 | Size: (27.91 MB)
FileName :001 Installing Jupyter Notebook.mp4 | Size: (38.54 MB)
FileName :002 Editing in Jupyter Notebook.mp4 | Size: (10.07 MB)
FileName :003 Order of Execution of Cells in Jupyter Notebook.mp4 | Size: (20.02 MB)
FileName :004 Adding Markdown, Saving, and Loading Jupyter Notebooks.mp4 | Size: (13.47 MB)
FileName :001 Installing Jupyter Lab and Editing Notebooks.mp4 | Size: (42.47 MB)
FileName :002 Exploring Features of Jupyter Lab.mp4 | Size: (40.94 MB)
FileName :003 Installing External Packages in Jupyter Notebook.mp4 | Size: (23.73 MB)
FileName :001 Introduction to NumPy and Creating One-Dimensional Arrays.mp4 | Size: (50.21 MB)
FileName :002 Two-Dimensional Arrays in NumPy.mp4 | Size: (17.26 MB)
FileName :003 Understanding Axes in NumPy.mp4 | Size: (20.45 MB)
FileName :004 Arithmetic Operations with NumPy Arrays.mp4 | Size: (18.14 MB)
FileName :005 Concatenating NumPy Arrays.mp4 | Size: (34.48 MB)
FileName :006 Summary of Basic Operations with NumPy Arrays.mp4 | Size: (19.01 MB)
FileName :001 Filling a NumPy Array with Zeroes, Ones, or Random Floats.mp4 | Size: (26 MB)
FileName :002 Generating Random Elements Using randint and uniform.mp4 | Size: (41.6 MB)
FileName :003 Understanding Seed Number.mp4 | Size: (29.19 MB)
FileName :004 NumPy arange, reshape, and flatten Methods.mp4 | Size: (53.29 MB)
FileName :001 NumPy Examples 1 and 2 (One-Dimensional Array).mp4 | Size: (43.84 MB)
FileName :002 NumPy Examples 3 and 4 (One-Dimensional Array).mp4 | Size: (32.36 MB)
FileName :003 NumPy Example 5 (Two-Dimensional Array).mp4 | Size: (55.97 MB)
FileName :004 NumPy Example 6 (Two-Dimensional Array).mp4 | Size: (31.57 MB)
FileName :005 NumPy Example 7 (Three-Dimensional Array).mp4 | Size: (65.04 MB)
FileName :006 NumPy Summary.mp4 | Size: (4.85 MB)
FileName :001 Introduction to Pandas and Installation.mp4 | Size: (26.78 MB)
FileName :002 Creating a DataFrame from a Dictionary.mp4 | Size: (22.39 MB)
FileName :003 Basic Operations with DataFrame.mp4 | Size: (44.07 MB)
FileName :004 Describing the DataFrame.mp4 | Size: (43.68 MB)
FileName :005 Finding Null Values in the DataFrame.mp4 | Size: (12.35 MB)
FileName :006 Finding Columns with Specific Data Type.mp4 | Size: (9.79 MB)
FileName :007 Series Data Structure in Pandas.mp4 | Size: (26.15 MB)
FileName :008 Selecting Part of the DataFrame Using loc and iloc Properties.mp4 | Size: (38.35 MB)
FileName :009 Filtering Data in the DataFrame.mp4 | Size: (31.5 MB)
FileName :010 Datetime Type in Pandas.mp4 | Size: (26.83 MB)
FileName :011 Sorting Data in the DataFrame.mp4 | Size: (34.75 MB)
FileName :012 Adding and Removing Columns and Concatenating DataFrames.mp4 | Size: (55.69 MB)
FileName :013 Summary of Pandas DataFrames and Series.mp4 | Size: (78.24 MB)
FileName :001 Generating Random Data for DataFrames.mp4 | Size: (55.73 MB)
FileName :002 Creating a DataFrame Using Random Data.mp4 | Size: (6.71 MB)
FileName :003 Saving DataFrames to CSV Files.mp4 | Size: (15.41 MB)
FileName :004 Creating DataFrames from CSV Files.mp4 | Size: (23.3 MB)
FileName :005 Writing DataFrames to Excel and JSON Files.mp4 | Size: (31.09 MB)
FileName :001 Analyzing CSV-Loaded DataFrames.mp4 | Size: (11.18 MB)
FileName :002 Grouping Data in DataFrames.mp4 | Size: (16.65 MB)
FileName :003 Displaying Series Data on Plots Using Matplotlib.mp4 | Size: (41.72 MB)
FileName :004 Summary of Example with Random CSV Data.mp4 | Size: (39.18 MB)
FileName :001 Examples of Plot and Scatter Diagrams Using Matplotlib.mp4 | Size: (22.44 MB)
FileName :002 Examples of Matplotlib Subplots.mp4 | Size: (18.31 MB)
FileName :003 Using DataFrames for Creating Diagrams.mp4 | Size: (18.83 MB)
FileName :004 Boxplots, Area Plots, and Pie Charts.mp4 | Size: (31.35 MB)
FileName :005 Example of a Heatmap in Matplotlib.mp4 | Size: (33.16 MB)
FileName :006 Displaying Real-World Data on Various Charts.mp4 | Size: (72.06 MB)
FileName :001 Introduction to Scikit-Learn and Installation.mp4 | Size: (15.9 MB)
FileName :003 Handling Null Values in DataFrame.mp4 | Size: (22.6 MB)
FileName :004 Attempting to Create a Model for Predicting Target Values.mp4 | Size: (28.39 MB)
FileName :005 Encoding Non-Numeric Values in Input Data.mp4 | Size: (35.45 MB)
FileName :006 Building and Predicting with Cleaned and Encoded Data.mp4 | Size: (34.9 MB)
FileName :007 Summary of Model for Predicting Favorite Transport.mp4 | Size: (19.92 MB)
FileName :008 Visualizing DecisionTreeClassifier Model.mp4 | Size: (61.94 MB)
FileName :009 Creating Charts for Data from the Built Model.mp4 | Size: (15.55 MB)
FileName :010 Evaluating Model Accuracy.mp4 | Size: (79.36 MB)
FileName :001 Loading CSV File with Airline Passenger Satisfaction Data.mp4 | Size: (48.45 MB)
FileName :002 Analyzing DataFrame with Passenger Satisfaction Data.mp4 | Size: (25.5 MB)
FileName :003 Filling Null Values with Mean Value.mp4 | Size: (32.13 MB)
FileName :004 Creating Diagrams for Passenger Data Analysis.mp4 | Size: (51.63 MB)
FileName :005 Manually Encoding Non-Numeric Values in DataFrame.mp4 | Size: (43.51 MB)
FileName :006 Encoding Non-Numeric Values Using LabelEncoder.mp4 | Size: (32.85 MB)
FileName :007 Creating Additional Diagrams After Data Cleaning and Encoding.mp4 | Size: (92.25 MB)
FileName :008 Filtering DataFrame with Passenger Data.mp4 | Size: (22.74 MB)
FileName :009 Using DecisionTreeClassifier for Model Creation.mp4 | Size: (25.7 MB)
FileName :010 Measuring Model Accuracy with DecisionTreeClassifier.mp4 | Size: (53.5 MB)
FileName :011 Using Other Classifiers for Model Creation.mp4 | Size: (58.22 MB)
FileName :012 Summary of Airline Passenger Satisfaction Project.mp4 | Size: (120.7 MB)
FileName :001 Removing Passenger Votes from DataFrame.mp4 | Size: (72.45 MB)
FileName :002 Saving Trained Model for Future Use.mp4 | Size: (31.79 MB)
FileName :003 Summary of Realistic Model for Passenger Satisfaction Prediction.mp4 | Size: (24.45 MB)

]
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