8.67 GB | 16min 13s | mp4 | 2880X1620 | 16:9
Genre:eLearning |Language:English
Files Included :
FileName :001 Introduction.mp4 | Size: (17.48 MB)
FileName :001 Introduction to Python Basics.mp4 | Size: (6.97 MB)
FileName :002 First Steps in Python and the Python Programming Language Structure.mp4 | Size: (27.15 MB)
FileName :003 Python Program Structure - Input and Output.mp4 | Size: (95.25 MB)
FileName :004 Indentation and Code Blocks.mp4 | Size: (69.96 MB)
FileName :005 Using the Python Interpreter.mp4 | Size: (49.02 MB)
FileName :006 More Details on the Print Function.mp4 | Size: (54.55 MB)
FileName :007 Basic Data Types in Python.mp4 | Size: (31.06 MB)
FileName :008 Numerical Operations.mp4 | Size: (21.47 MB)
FileName :009 Assignment and Incremental Assignment.mp4 | Size: (59.99 MB)
FileName :010 Multiple Assignments.mp4 | Size: (35.92 MB)
FileName :011 Variable Names, Snake Case, Camel Case.mp4 | Size: (20.62 MB)
FileName :012 Keywords and Our First Import Statement.mp4 | Size: (13.42 MB)
FileName :013 Escape Sequences.mp4 | Size: (23.72 MB)
FileName :014 Data Type Conversions.mp4 | Size: (20.97 MB)
FileName :015 Substrings and Slicing.mp4 | Size: (34.95 MB)
FileName :016 Multiline Strings and Docstrings.mp4 | Size: (30.04 MB)
FileName :017 Installing and Introducing PyCharm.mp4 | Size: (41.54 MB)
FileName :001 Introduction to Control Flow and Conditionals.mp4 | Size: (5.81 MB)
FileName :002 If Statement and Logical Operators.mp4 | Size: (91.86 MB)
FileName :003 Complex Conditions.mp4 | Size: (32.07 MB)
FileName :004 Nested If Statements.mp4 | Size: (67.87 MB)
FileName :001 Introducing Loops.mp4 | Size: (17.08 MB)
FileName :002 For Loops Using Range.mp4 | Size: (44.68 MB)
FileName :003 General For Loops Using Range.mp4 | Size: (40.56 MB)
FileName :004 Looping over Lists and Tuples.mp4 | Size: (29.73 MB)
FileName :005 Prime Numbers and Breaking Out of Loops.mp4 | Size: (26.42 MB)
FileName :006 Looping over a List of Strings Using Split.mp4 | Size: (21.4 MB)
FileName :007 While Loops.mp4 | Size: (29.22 MB)
FileName :008 The While Loop and Validating Input.mp4 | Size: (40.9 MB)
FileName :009 Factorial Using the While Loop - Example of an Infinite While Loop.mp4 | Size: (21.12 MB)
FileName :010 Factorial Using the While Loop and Incremental Assignment.mp4 | Size: (10.48 MB)
FileName :011 Nested Loops.mp4 | Size: (20.98 MB)
FileName :001 Welcome to Turtle Graphics.mp4 | Size: (7.8 MB)
FileName :002 Introducing Turtle Graphics.mp4 | Size: (22.3 MB)
FileName :003 Avoiding Magic Numbers.mp4 | Size: (18.79 MB)
FileName :004 Generalizing Example and Using Parameters.mp4 | Size: (21.58 MB)
FileName :005 Completing Turtle Graphics Background.mp4 | Size: (36.49 MB)
FileName :006 Turtle Graphics Capstone Project.mp4 | Size: (73.13 MB)
FileName :001 Introduction to Functions.mp4 | Size: (7.15 MB)
FileName :002 Simple Functions.mp4 | Size: (45.07 MB)
FileName :003 More Examples of Functions.mp4 | Size: (57.46 MB)
FileName :004 Functions with Default Parameters.mp4 | Size: (39.4 MB)
FileName :005 Breaking Down Problems Using Functions.mp4 | Size: (94.57 MB)
FileName :006 Function Scope - Local and Global Variables.mp4 | Size: (73.32 MB)
FileName :007 Accessing a Global Variable from Within a Function.mp4 | Size: (31.21 MB)
FileName :008 Call by Order vs Call by NameKeyword Arguments.mp4 | Size: (63.98 MB)
FileName :009 Variable Number of Arguments in a Function Call.mp4 | Size: (36.31 MB)
FileName :010 Sum Example with Type-Checking.mp4 | Size: (38.06 MB)
FileName :011 String Methods.mp4 | Size: (74.16 MB)
FileName :012 Type Annotations and Functions.mp4 | Size: (36.51 MB)
FileName :013 Type Annotations with Lists.mp4 | Size: (14.49 MB)
FileName :001 Introduction to Lists.mp4 | Size: (10.62 MB)
FileName :002 Creating Lists and Accessing List Elements.mp4 | Size: (20.98 MB)
FileName :003 List Methods.mp4 | Size: (106.96 MB)
FileName :004 Nested Lists.mp4 | Size: (21.97 MB)
FileName :005 List Slicing.mp4 | Size: (37.03 MB)
FileName :006 List Comprehensions.mp4 | Size: (32.58 MB)
FileName :007 List Comprehensions and Filtering.mp4 | Size: (49.43 MB)
FileName :008 For Loop Appending vs List Comprehension.mp4 | Size: (23.29 MB)
FileName :001 Welcome to the Exercise Section.mp4 | Size: (8.81 MB)
FileName :002 Exercise Loops.mp4 | Size: (37.89 MB)
FileName :003 Solution Average.mp4 | Size: (43.52 MB)
FileName :004 Solution Sum of Even Digits.mp4 | Size: (63.9 MB)
FileName :005 Solution Min and Max in a List.mp4 | Size: (25.88 MB)
FileName :006 Solution Count Vowels.mp4 | Size: (25.85 MB)
FileName :007 Solution Multiplication Table.mp4 | Size: (49 MB)
FileName :008 Exercise List Comprehensions.mp4 | Size: (10.73 MB)
FileName :009 Solution List Comprehensions Squares.mp4 | Size: (14.09 MB)
FileName :010 Exercise List Comprehensions Squares - Filtering.mp4 | Size: (7.53 MB)
FileName :011 Solution List Comprehensions Squares - Filtering.mp4 | Size: (16.72 MB)
FileName :012 Exercise List Comprehensions Squares - Multiplication.mp4 | Size: (9.04 MB)
FileName :013 Solution List Comprehensions Squares - Multiplication.mp4 | Size: (14.33 MB)
FileName :014 Exercise List Comprehensions Squares - Flatten.mp4 | Size: (6.88 MB)
FileName :015 Solution List Comprehensions Squares - Flatten.mp4 | Size: (12.31 MB)
FileName :016 Exercise List Comprehensions Squares - Temperature.mp4 | Size: (6.38 MB)
FileName :017 Solution List Comprehensions Squares - Temperature.mp4 | Size: (10.8 MB)
FileName :001 Introduction.mp4 | Size: (15.27 MB)
FileName :002 Aliasing.mp4 | Size: (27.71 MB)
FileName :003 Beware of the is Operator.mp4 | Size: (33.74 MB)
FileName :004 Shallow Copy.mp4 | Size: (30.28 MB)
FileName :005 Deep Copy.mp4 | Size: (43.42 MB)
FileName :006 type vs isinstance.mp4 | Size: (25.87 MB)
FileName :007 Comparison and Inequalities.mp4 | Size: (39.08 MB)
FileName :008 Inequalities and Sorting.mp4 | Size: (40.37 MB)
FileName :009 Reverse Sorting.mp4 | Size: (25.03 MB)
FileName :010 General Sorting by a Key Function.mp4 | Size: (34.68 MB)
FileName :001 Syntax vs Run-Time Errors.mp4 | Size: (86.13 MB)
FileName :002 TypeError in Average Function.mp4 | Size: (49.72 MB)
FileName :003 Catch All Errors.mp4 | Size: (16.68 MB)
FileName :004 Catch Multiple Exceptions.mp4 | Size: (36.59 MB)
FileName :005 Handling Exceptions Separately.mp4 | Size: (12.7 MB)
FileName :006 Using else and finally.mp4 | Size: (14.85 MB)
FileName :007 Safe Division Example.mp4 | Size: (17.5 MB)
FileName :008 Raising a Built-In Exception.mp4 | Size: (23.37 MB)
FileName :009 Example of Raising an Exception.mp4 | Size: (34.98 MB)
FileName :010 Raising a Custom Exception.mp4 | Size: (16.23 MB)
FileName :001 Factorial Recursive vs Non-Recursive Implementation.mp4 | Size: (30.54 MB)
FileName :002 Implementing the Exponential Function Using Recursion.mp4 | Size: (60.52 MB)
FileName :003 Simple Recursive Fibonacci.mp4 | Size: (34.65 MB)
FileName :004 Counting Number of Calls in Simple Recursive Fibonacci.mp4 | Size: (40.03 MB)
FileName :005 Assignment Expressions and Efficient Fibonacci.mp4 | Size: (71.87 MB)
FileName :006 Comparing the Run-Time of Fibonacci Implementations.mp4 | Size: (50.79 MB)
FileName :001 Linear Search Boolean.mp4 | Size: (25.13 MB)
FileName :002 Linear Search Return Index.mp4 | Size: (36.98 MB)
FileName :003 Searching a Sorted List Bird's-Eye View of Binary Search.mp4 | Size: (39.91 MB)
FileName :004 Searching a Sorted List Implementing Binary Search.mp4 | Size: (79.8 MB)
FileName :005 Worst-Case Run-Time Complexity - Linear vs Binary Search.mp4 | Size: (72.76 MB)
FileName :006 MaxSort.mp4 | Size: (73.91 MB)
FileName :007 BubbleSort.mp4 | Size: (39.39 MB)
FileName :008 QuickSort.mp4 | Size: (34.99 MB)
FileName :001 Introducing Dictionaries.mp4 | Size: (95.4 MB)
FileName :002 Safely Accessing Dictionaries Using the get Method.mp4 | Size: (32.35 MB)
FileName :003 Real-World Example Using Nested Data Structures and the get Method.mp4 | Size: (61.36 MB)
FileName :004 Dictionary Methods.mp4 | Size: (88.34 MB)
FileName :005 Introducing Tuples.mp4 | Size: (22.7 MB)
FileName :006 More on Tuples.mp4 | Size: (20.42 MB)
FileName :007 Tuple Methods index and count.mp4 | Size: (31.98 MB)
FileName :008 Introducing Sets.mp4 | Size: (38.36 MB)
FileName :009 Set Methods.mp4 | Size: (27.72 MB)
FileName :010 Exercise Numbers to Superscripts.mp4 | Size: (11.14 MB)
FileName :011 Solution Numbers to Superscripts.mp4 | Size: (19.35 MB)
FileName :012 Exercise Word Frequency Counter with Optional Case Sensitivity.mp4 | Size: (9.18 MB)
FileName :013 Solution Word Frequency Counter with Optional Case Sensitivity.mp4 | Size: (24.37 MB)
FileName :014 Exercise Generate Square Dictionary.mp4 | Size: (4.09 MB)
FileName :015 Solution 1 Square Dictionary.mp4 | Size: (14.62 MB)
FileName :016 Solution 2 Square Dictionary.mp4 | Size: (22.29 MB)
FileName :017 Exercise Anagrams.mp4 | Size: (3.94 MB)
FileName :018 Solution 1 Anagrams Using Character Frequency Counter.mp4 | Size: (18.18 MB)
FileName :019 Functions Within Functions.mp4 | Size: (10.98 MB)
FileName :020 Solution 2 Anagrams Using Sorting.mp4 | Size: (7.02 MB)
FileName :021 Exercise Unique Characters.mp4 | Size: (7.95 MB)
FileName :022 Solution Unique Characters.mp4 | Size: (12.1 MB)
FileName :001 Classes, Instance Attributes, Class Attributes, and Methods.mp4 | Size: (49.6 MB)
FileName :002 Encapsulation.mp4 | Size: (71.07 MB)
FileName :003 Inheritance.mp4 | Size: (50.5 MB)
FileName :004 Polymorphism.mp4 | Size: (44.97 MB)
FileName :005 Constructors and Destructors.mp4 | Size: (65.88 MB)
FileName :006 The hasattr Function.mp4 | Size: (66.4 MB)
FileName :007 The str and repr Methods.mp4 | Size: (39.99 MB)
FileName :008 Class Methods vs Static Methods vs Instance Methods.mp4 | Size: (93.54 MB)
FileName :009 Complex Numbers and Class, Static, and Instance Methods.mp4 | Size: (69.67 MB)
FileName :010 Custom Equality and Comparison Operators for Classes in Python.mp4 | Size: (74.11 MB)
FileName :011 Dunder (Magic) Methods.mp4 | Size: (43.06 MB)
FileName :012 Coding Exercise Fraction Class and Magic Methods.mp4 | Size: (38.88 MB)
FileName :013 Coding Solution Part 1 Fractional Addition and Subtraction.mp4 | Size: (19.9 MB)
FileName :014 Coding Solution Part 2 Subtraction Alternative, str, repr.mp4 | Size: (20.95 MB)
FileName :001 Introduction to Unit Testing with pytest.mp4 | Size: (5.45 MB)
FileName :002 Creating Our First Tests Using pytest.mp4 | Size: (43.33 MB)
FileName :003 Using pytest mark parametrize for Efficient Test Cases.mp4 | Size: (28.4 MB)
FileName :004 Solution to pytest mark parametrize Exercise.mp4 | Size: (74.32 MB)
FileName :005 Folder Structure.mp4 | Size: (64.22 MB)
FileName :001 Getting Started Reading Text Files.mp4 | Size: (40.47 MB)
FileName :002 The Methods read, readline, readlines.mp4 | Size: (45.68 MB)
FileName :003 Coding Exercise Remove Comments.mp4 | Size: (11.47 MB)
FileName :004 Coding Solution Remove Comments.mp4 | Size: (21.01 MB)
FileName :005 Writing to Text Files.mp4 | Size: (16.59 MB)
FileName :006 Writing to Files Using F-Strings.mp4 | Size: (22.46 MB)
FileName :007 Writing to Files Using Print.mp4 | Size: (7.47 MB)
FileName :008 Leveraging the with Statement for Safe and Efficient Code.mp4 | Size: (18.06 MB)
FileName :009 File Access Mode.mp4 | Size: (90.2 MB)
FileName :010 File Exceptions.mp4 | Size: (13.02 MB)
FileName :011 File Methods.mp4 | Size: (32.32 MB)
FileName :012 Importing Modules and Custom Modules.mp4 | Size: (31.95 MB)
FileName :013 Importing Modules and Custom Modules Continued.mp4 | Size: (59.99 MB)
FileName :001 NumPy Arrays, Shape, and Reshape.mp4 | Size: (60.02 MB)
FileName :002 NumPy Arrays of Zeros, Ones, and the Identity Matrix.mp4 | Size: (30.87 MB)
FileName :003 Empty and Random.mp4 | Size: (21.58 MB)
FileName :004 Indexing and Slicing in NumPy.mp4 | Size: (57.81 MB)
FileName :005 Arithmetic and NumPy.mp4 | Size: (68.54 MB)
FileName :006 Rough Idea of Linear Algebra and Its Applications.mp4 | Size: (45.28 MB)
FileName :007 (Advanced) Concepts from Linear Algebra in NumPy.mp4 | Size: (118.2 MB)
FileName :008 Solving Linear Systems.mp4 | Size: (21.32 MB)
FileName :009 Logic - Element-Wise Comparison.mp4 | Size: (16.58 MB)
FileName :010 Logic - Comparison with Scalars.mp4 | Size: (14.45 MB)
FileName :011 Logic - Filtering and Where.mp4 | Size: (51.92 MB)
FileName :001 Getting Started with Pandas - Titanic Dataset Analysis.mp4 | Size: (81.22 MB)
FileName :002 Filtering.mp4 | Size: (30.37 MB)
FileName :003 Filtering and the isin Operator.mp4 | Size: (45.51 MB)
FileName :004 Filter Rows Using notna.mp4 | Size: (20.23 MB)
FileName :005 Examples of Filters and Logic.mp4 | Size: (132.06 MB)
FileName :006 Solutions to the Filtering Exercises from the Previous Lecture.mp4 | Size: (57.1 MB)
FileName :007 Filtering Columns.mp4 | Size: (10.48 MB)
FileName :008 Applying concat to Two Series.mp4 | Size: (62.17 MB)
FileName :001 Simple Bar Plot.mp4 | Size: (18.56 MB)
FileName :002 Bar Plot Calories per Day.mp4 | Size: (16.98 MB)
FileName :003 Box Plot.mp4 | Size: (35.85 MB)
FileName :004 Real-World Scenario - Customer Satisfaction Analysis Box Plot.mp4 | Size: (26.31 MB)
FileName :005 A Simple Scatter Plot.mp4 | Size: (17.92 MB)
FileName :006 Scatter Plot Example Average Daily Temperatures and Ice Cream Sales.mp4 | Size: (16.75 MB)
FileName :007 Comparing Groups with Scatter Plots.mp4 | Size: (37.18 MB)
FileName :008 Graphing a Function with Scatter Plot.mp4 | Size: (31.18 MB)
FileName :009 Graphing Lines.mp4 | Size: (15.18 MB)
FileName :010 Text Annotations.mp4 | Size: (49.69 MB)
FileName :011 Linear Regression.mp4 | Size: (87.82 MB)
FileName :012 Histograms.mp4 | Size: (25.04 MB)
FileName :013 Subplots.mp4 | Size: (12.59 MB)
FileName :014 Multiple Subplots with Different Colors and Titles.mp4 | Size: (48.12 MB)
FileName :015 Enhancing Titles Using LaTeX.mp4 | Size: (39.51 MB)
FileName :016 Image Subplots.mp4 | Size: (32.63 MB)
FileName :017 Pie Chart.mp4 | Size: (73.01 MB)
FileName :018 Stack Plot.mp4 | Size: (43.13 MB)
FileName :019 Bar Chart.mp4 | Size: (57.63 MB)
FileName :020 3D Plot Using a Mesh Grid.mp4 | Size: (38 MB)
FileName :001 Loading an RGB Image.mp4 | Size: (38.33 MB)
FileName :002 Extracting RGB Channels.mp4 | Size: (47 MB)
FileName :003 Converting an RGB Image to Grayscale.mp4 | Size: (61.46 MB)
FileName :004 Exploring Color Maps.mp4 | Size: (47.11 MB)
FileName :005 Creating n by n RGB Images.mp4 | Size: (53.1 MB)
FileName :006 Image Manipulation Thresholding.mp4 | Size: (44.93 MB)
FileName :007 Image Manipulation Compression.mp4 | Size: (65.36 MB)
FileName :008 Image Manipulation Squeeze Image.mp4 | Size: (86 MB)
FileName :009 Image Manipulation Inverting Images.mp4 | Size: (36.65 MB)
FileName :010 Image Manipulation Image Tiling.mp4 | Size: (12.33 MB)
FileName :001 Interactive Line Plot.mp4 | Size: (34.49 MB)
FileName :002 Line Plot Modes.mp4 | Size: (43.76 MB)
FileName :003 Interactive Scatter Plot with Tooltips.mp4 | Size: (41.6 MB)
FileName :004 Interactive 3D Surface Plot.mp4 | Size: (46.36 MB)
FileName :005 Figures as Dictionaries.mp4 | Size: (45.91 MB)
FileName :006 Figures as Graph Objects.mp4 | Size: (30.43 MB)
FileName :001 Google Colab and tqdm.mp4 | Size: (44.33 MB)
FileName :002 Getting Help.mp4 | Size: (44.39 MB)
FileName :003 Getting More Help.mp4 | Size: (35.94 MB)
FileName :004 Introducing PyTorch and Tensors 1.mp4 | Size: (50.32 MB)
FileName :005 Introducing PyTorch and Tensors 2.mp4 | Size: (47.03 MB)
FileName :006 Using the GPU.mp4 | Size: (14.24 MB)
FileName :007 Operators and More Operations.mp4 | Size: (85.11 MB)
FileName :008 Indexing and Masking.mp4 | Size: (72.86 MB)
FileName :009 Masking Continued.mp4 | Size: (70.23 MB)
FileName :010 Cloning Tensors.mp4 | Size: (17.99 MB)
FileName :011 Broadcasting First Steps.mp4 | Size: (28.56 MB)
FileName :012 Broadcasting Continued.mp4 | Size: (47.64 MB)
FileName :013 More Broadcasting Examples.mp4 | Size: (23.78 MB)]
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