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0. Websites you may like/[CourseClub.Me].url 122 B
0. Websites you may like/[GigaCourse.Com].url 49 B
01 - Introduction to the Course/001 A Practical Example - What Will You Learn in This Course.mp4 58.11 MB
01 - Introduction to the Course/001 A Practical Example - What Will You Learn in This Course_en.vtt 6.3 KB
01 - Introduction to the Course/002 What Does the Course Cover.mp4 60.77 MB
01 - Introduction to the Course/002 What Does the Course Cover_en.vtt 7.6 KB
01 - Introduction to the Course/003 Download All Resources.html 693 B
01 - Introduction to the Course/004 FAQ.html 18.18 KB
01 - Introduction to the Course/[CourseClub.Me].url 122 B
01 - Introduction to the Course/[GigaCourse.Com].url 49 B
02 - Introduction to Data Analytics/001 Introduction to the World of Business and Data.mp4 10.4 MB
02 - Introduction to Data Analytics/001 Introduction to the World of Business and Data_en.vtt 3.24 KB
02 - Introduction to Data Analytics/002 Relevant Terms Explained.mp4 17.13 MB
02 - Introduction to Data Analytics/002 Relevant Terms Explained_en.vtt 7.32 KB
02 - Introduction to Data Analytics/003 Data Analyst Compared to Other Data Jobs.mp4 8.21 MB
02 - Introduction to Data Analytics/003 Data Analyst Compared to Other Data Jobs_en.vtt 3.1 KB
02 - Introduction to Data Analytics/004 Data Analyst Job Description.mp4 19.93 MB
02 - Introduction to Data Analytics/004 Data Analyst Job Description_en.vtt 7.35 KB
02 - Introduction to Data Analytics/005 Why Python.mp4 15.1 MB
02 - Introduction to Data Analytics/005 Why Python_en.vtt 6.58 KB
03 - Setting up the Environment/001 Introduction.mp4 13.81 MB
03 - Setting up the Environment/001 Introduction_en.vtt 1.93 KB
03 - Setting up the Environment/002 Programming Explained in a Few Minutes.mp4 14.34 MB
03 - Setting up the Environment/002 Programming Explained in a Few Minutes_en.vtt 6.11 KB
03 - Setting up the Environment/003 Jupyter - Introduction.mp4 8.2 MB
03 - Setting up the Environment/003 Jupyter - Introduction_en.vtt 4.1 KB
03 - Setting up the Environment/004 Jupyter - Installing Anaconda.mp4 21.46 MB
03 - Setting up the Environment/004 Jupyter - Installing Anaconda_en.vtt 4.99 KB
03 - Setting up the Environment/005 Jupyter - Intro to Using Jupyter.mp4 5.88 MB
03 - Setting up the Environment/005 Jupyter - Intro to Using Jupyter_en.vtt 3.19 KB
03 - Setting up the Environment/006 Jupyter - Working with Notebook Files.mp4 18.63 MB
03 - Setting up the Environment/006 Jupyter - Working with Notebook Files_en.vtt 6.72 KB
03 - Setting up the Environment/007 Jupyter - Using Shortcuts.mp4 6.67 MB
03 - Setting up the Environment/007 Jupyter - Using Shortcuts_en.vtt 4.11 KB
03 - Setting up the Environment/008 Jupyter - Handling Error Messages.mp4 13.26 MB
03 - Setting up the Environment/008 Jupyter - Handling Error Messages_en.vtt 7.82 KB
03 - Setting up the Environment/009 Jupyter - Restarting the Kernel.mp4 4.71 MB
03 - Setting up the Environment/009 Jupyter - Restarting the Kernel_en.vtt 2.34 KB
03 - Setting up the Environment/32894054-Setting-Up-the-Environment-Jupyter-Lectures.ipynb 4.4 KB
03 - Setting up the Environment/32894066-Jupyter-Shortcuts.pdf 589.59 KB
03 - Setting up the Environment/32894068-Setting-Up-the-Environment-Jupyter-Lectures.ipynb 4.4 KB
03 - Setting up the Environment/external-assets-links.txt 123 B
04 - Python Basics/001 Python Variables.mp4 14.08 MB
04 - Python Basics/001 Python Variables_en.vtt 3.98 KB
04 - Python Basics/002 Types of Data - Numbers and Boolean Values.mp4 13.7 MB
04 - Python Basics/002 Types of Data - Numbers and Boolean Values_en.vtt 3.12 KB
04 - Python Basics/003 Types of Data - Strings.mp4 19.73 MB
04 - Python Basics/003 Types of Data - Strings_en.vtt 6.24 KB
04 - Python Basics/004 Basic Python Syntax - Arithmetic Operators.mp4 7.29 MB
04 - Python Basics/004 Basic Python Syntax - Arithmetic Operators_en.vtt 3.77 KB
04 - Python Basics/005 Basic Python Syntax - The Double Equality Sign.mp4 2.72 MB
04 - Python Basics/005 Basic Python Syntax - The Double Equality Sign_en.vtt 1.55 KB
04 - Python Basics/006 Basic Python Syntax - Reassign Values.mp4 1.87 MB
04 - Python Basics/006 Basic Python Syntax - Reassign Values_en.vtt 1.21 KB
04 - Python Basics/007 Basic Python Syntax - Add Comments.mp4 2.41 MB
04 - Python Basics/007 Basic Python Syntax - Add Comments_en.vtt 1.57 KB
04 - Python Basics/008 Basic Python Syntax - Line Continuation.mp4 1.2 MB
04 - Python Basics/008 Basic Python Syntax - Line Continuation_en.vtt 1.01 KB
04 - Python Basics/009 Basic Python Syntax - Indexing Elements.mp4 2.37 MB
04 - Python Basics/009 Basic Python Syntax - Indexing Elements_en.vtt 1.43 KB
04 - Python Basics/010 Basic Python Syntax - Indentation.mp4 2.8 MB
04 - Python Basics/010 Basic Python Syntax - Indentation_en.vtt 1.92 KB
04 - Python Basics/011 Operators - Comparison Operators.mp4 4.16 MB
04 - Python Basics/011 Operators - Comparison Operators_en.vtt 2.17 KB
04 - Python Basics/012 Operators - Logical and Identity Operators.mp4 15.05 MB
04 - Python Basics/012 Operators - Logical and Identity Operators_en.vtt 5.09 KB
04 - Python Basics/013 Conditional Statements - The IF Statement.mp4 5.33 MB
04 - Python Basics/013 Conditional Statements - The IF Statement_en.vtt 3.09 KB
04 - Python Basics/014 Conditional Statements - The ELSE Statement.mp4 5.25 MB
04 - Python Basics/014 Conditional Statements - The ELSE Statement_en.vtt 2.73 KB
04 - Python Basics/015 Conditional Statements - The ELIF Statement.mp4 14.25 MB
04 - Python Basics/015 Conditional Statements - The ELIF Statement_en.vtt 5.75 KB
04 - Python Basics/016 Conditional Statements - A Note on Boolean Values.mp4 4.25 MB
04 - Python Basics/016 Conditional Statements - A Note on Boolean Values_en.vtt 2.56 KB
04 - Python Basics/017 Functions - Defining a Function in Python.mp4 3.23 MB
04 - Python Basics/017 Functions - Defining a Function in Python_en.vtt 2.14 KB
04 - Python Basics/018 Functions - Creating a Function with a Parameter.mp4 10 MB
04 - Python Basics/018 Functions - Creating a Function with a Parameter_en.vtt 3.76 KB
04 - Python Basics/019 Functions - Another Way to Define a Function.mp4 6.46 MB
04 - Python Basics/019 Functions - Another Way to Define a Function_en.vtt 2.54 KB
04 - Python Basics/020 Functions - Using a Function in Another Function.mp4 3.24 MB
04 - Python Basics/020 Functions - Using a Function in Another Function_en.vtt 1.82 KB
04 - Python Basics/021 Functions - Combining Conditional Statements and Functions.mp4 6.1 MB
04 - Python Basics/021 Functions - Combining Conditional Statements and Functions_en.vtt 3.13 KB
04 - Python Basics/022 Functions - Creating Functions That Contain a Few Arguments.mp4 2.82 MB
04 - Python Basics/022 Functions - Creating Functions That Contain a Few Arguments_en.vtt 1.16 KB
04 - Python Basics/023 Functions - Notable Built-in Functions in Python.mp4 8.5 MB
04 - Python Basics/023 Functions - Notable Built-in Functions in Python_en.vtt 3.75 KB
04 - Python Basics/024 Sequences - Lists.mp4 9.53 MB
04 - Python Basics/024 Sequences - Lists_en.vtt 4.25 KB
04 - Python Basics/025 Sequences - Using Methods.mp4 7.93 MB
04 - Python Basics/025 Sequences - Using Methods_en.vtt 3.54 KB
04 - Python Basics/026 Sequences - List Slicing.mp4 19.19 MB
04 - Python Basics/026 Sequences - List Slicing_en.vtt 4.63 KB
04 - Python Basics/027 Sequences - Tuples.mp4 7.41 MB
04 - Python Basics/027 Sequences - Tuples_en.vtt 2.96 KB
04 - Python Basics/028 Sequences - Dictionaries.mp4 10.14 MB
04 - Python Basics/028 Sequences - Dictionaries_en.vtt 3.68 KB
04 - Python Basics/029 Iteration - For Loops.mp4 5.51 MB
04 - Python Basics/029 Iteration - For Loops_en.vtt 3.07 KB
04 - Python Basics/030 Iteration - While Loops and Incrementing.mp4 9.15 MB
04 - Python Basics/030 Iteration - While Loops and Incrementing_en.vtt 2.48 KB
04 - Python Basics/031 Iteration - Create Lists with the range() Function.mp4 7.25 MB
04 - Python Basics/031 Iteration - Create Lists with the range() Function_en.vtt 4.37 KB
04 - Python Basics/032 Iteration - Use Conditional Statements and Loops Together.mp4 7.13 MB
04 - Python Basics/032 Iteration - Use Conditional Statements and Loops Together_en.vtt 3.31 KB
04 - Python Basics/033 Iteration - Conditional Statements, Functions, and Loops.mp4 4.27 MB
04 - Python Basics/033 Iteration - Conditional Statements, Functions, and Loops_en.vtt 2.05 KB
04 - Python Basics/034 Iteration - Iterating over Dictionaries.mp4 6.54 MB
04 - Python Basics/034 Iteration - Iterating over Dictionaries_en.vtt 3.22 KB
04 - Python Basics/32894082-Python-Basics-Lectures.ipynb 74.9 KB
04 - Python Basics/32894084-Python-Basics-Exercises.ipynb 42.12 KB
04 - Python Basics/32894100-Python-Basics-Solutions.ipynb 73.52 KB
04 - Python Basics/32894124-Python-Basics-Lectures.ipynb 74.9 KB
04 - Python Basics/32894132-Python-Basics-Exercises.ipynb 42.12 KB
04 - Python Basics/32894142-Python-Basics-Solutions.ipynb 73.52 KB
04 - Python Basics/external-assets-links.txt 110 B
05 - Fundamentals for Coding in Python/001 Object-Oriented Programming (OOP).mp4 8.43 MB
05 - Fundamentals for Coding in Python/001 Object-Oriented Programming (OOP)_en.vtt 5.35 KB
05 - Fundamentals for Coding in Python/002 Modules, Packages, and the Python Standard Library.mp4 13.61 MB
05 - Fundamentals for Coding in Python/002 Modules, Packages, and the Python Standard Library_en.vtt 5.8 KB
05 - Fundamentals for Coding in Python/003 Importing Modules.mp4 7.41 MB
05 - Fundamentals for Coding in Python/003 Importing Modules_en.vtt 4.07 KB
05 - Fundamentals for Coding in Python/004 Introduction to Using NumPy and pandas.mp4 31.9 MB
05 - Fundamentals for Coding in Python/004 Introduction to Using NumPy and pandas_en.vtt 12.09 KB
05 - Fundamentals for Coding in Python/005 What is Software Documentation.mp4 13.4 MB
05 - Fundamentals for Coding in Python/005 What is Software Documentation_en.vtt 5.64 KB
05 - Fundamentals for Coding in Python/006 The Python Documentation.mp4 43.94 MB
05 - Fundamentals for Coding in Python/006 The Python Documentation_en.vtt 8.4 KB
05 - Fundamentals for Coding in Python/32894314-Importing-Modules-Lecture.ipynb 12.61 KB
05 - Fundamentals for Coding in Python/32894342-Importing-Modules-Lecture.ipynb 12.61 KB
05 - Fundamentals for Coding in Python/external-assets-links.txt 130 B
06 - Mathematics for Python/001 What Is а Matrix_en.vtt 3.88 KB
06 - Mathematics for Python/002 Scalars and Vectors.mp4 8.39 MB
06 - Mathematics for Python/002 Scalars and Vectors_en.vtt 3.36 KB
06 - Mathematics for Python/003 Linear Algebra and Geometry.mp4 13.56 MB
06 - Mathematics for Python/003 Linear Algebra and Geometry_en.vtt 3.52 KB
06 - Mathematics for Python/004 Arrays in Python.mp4 19 MB
06 - Mathematics for Python/004 Arrays in Python_en.vtt 5.14 KB
06 - Mathematics for Python/005 What Is a Tensor.mp4 11.62 MB
06 - Mathematics for Python/005 What Is a Tensor_en.vtt 3.24 KB
06 - Mathematics for Python/006 Adding and Subtracting Matrices.mp4 22.1 MB
06 - Mathematics for Python/006 Adding and Subtracting Matrices_en.vtt 3.49 KB
06 - Mathematics for Python/007 Errors When Adding Matrices.mp4 5.76 MB
06 - Mathematics for Python/007 Errors When Adding Matrices_en.vtt 2.3 KB
06 - Mathematics for Python/008 Transpose.mp4 20.5 MB
06 - Mathematics for Python/008 Transpose_en.vtt 4.98 KB
06 - Mathematics for Python/009 Dot Product of Vectors.mp4 11.36 MB
06 - Mathematics for Python/009 Dot Product of Vectors_en.vtt 3.75 KB
06 - Mathematics for Python/010 Dot Product of Matrices.mp4 26.42 MB
06 - Mathematics for Python/010 Dot Product of Matrices_en.vtt 8.27 KB
06 - Mathematics for Python/011 Why is Linear Algebra Useful.mp4 86.22 MB
06 - Mathematics for Python/011 Why is Linear Algebra Useful_en.vtt 10.91 KB
06 - Mathematics for Python/32896320-Mathematics-for-Python-Lectures.ipynb 34.8 KB
06 - Mathematics for Python/32896326-Mathematics-for-Python-Lectures.ipynb 34.8 KB
06 - Mathematics for Python/[CourseClub.Me].url 122 B
06 - Mathematics for Python/[GigaCourse.Com].url 49 B
06 - Mathematics for Python/external-assets-links.txt 119 B
07 - NumPy Basics/001 The NumPy Package and Why We Use It.mp4 13.03 MB
07 - NumPy Basics/001 The NumPy Package and Why We Use It_en.vtt 5.01 KB
07 - NumPy Basics/002 InstallingUpgrading NumPy.mp4 3.92 MB
07 - NumPy Basics/002 InstallingUpgrading NumPy_en.vtt 2.41 KB
07 - NumPy Basics/003 Ndarray.mp4 7.64 MB
07 - NumPy Basics/003 Ndarray_en.vtt 3.67 KB
07 - NumPy Basics/004 The NumPy Documentation.mp4 15.82 MB
07 - NumPy Basics/004 The NumPy Documentation_en.vtt 6.04 KB
07 - NumPy Basics/005 NumPy Basics - Exercise.html 841 B
07 - NumPy Basics/32896332-Intro-to-NumPy-Exercise.ipynb 3.79 KB
07 - NumPy Basics/32896336-Intro-to-NumPy-Solution.ipynb 7.25 KB
07 - NumPy Basics/32896340-Intro-to-NumPy-Template.ipynb 1.9 KB
07 - NumPy Basics/32896342-Intro-to-NumPy-Complete.ipynb 3.18 KB
07 - NumPy Basics/external-assets-links.txt 109 B
08 - Pandas - Basics/001 Introduction to the pandas Library.mp4 14.22 MB
08 - Pandas - Basics/001 Introduction to the pandas Library_en.vtt 7.28 KB
08 - Pandas - Basics/002 Installing and Running pandas.mp4 37.73 MB
08 - Pandas - Basics/002 Installing and Running pandas_en.vtt 6.87 KB
08 - Pandas - Basics/003 Introduction to pandas Series.mp4 24.62 MB
08 - Pandas - Basics/003 Introduction to pandas Series_en.vtt 9.31 KB
08 - Pandas - Basics/004 Working with Attributes in Python.mp4 26.84 MB
08 - Pandas - Basics/004 Working with Attributes in Python_en.vtt 6.71 KB
08 - Pandas - Basics/005 Using an Index in pandas.mp4 15.73 MB
08 - Pandas - Basics/005 Using an Index in pandas_en.vtt 5.04 KB
08 - Pandas - Basics/006 Label-based vs Position-based Indexing.mp4 24.52 MB
08 - Pandas - Basics/006 Label-based vs Position-based Indexing_en.vtt 5.94 KB
08 - Pandas - Basics/007 More on Working with Indices in Python.mp4 33.21 MB
08 - Pandas - Basics/007 More on Working with Indices in Python_en.vtt 6.81 KB
08 - Pandas - Basics/008 Using Methods in Python - Part I.mp4 17.04 MB
08 - Pandas - Basics/008 Using Methods in Python - Part I_en.vtt 6.15 KB
08 - Pandas - Basics/009 Using Methods in Python - Part II.mp4 9.18 MB
08 - Pandas - Basics/009 Using Methods in Python - Part II_en.vtt 3.31 KB
08 - Pandas - Basics/010 Parameters vs Arguments.mp4 16.78 MB
08 - Pandas - Basics/010 Parameters vs Arguments_en.vtt 5.38 KB
08 - Pandas - Basics/011 the pandas Documentation.mp4 52.02 MB
08 - Pandas - Basics/011 the pandas Documentation_en.vtt 11.9 KB
08 - Pandas - Basics/012 Introduction to pandas DataFrames.mp4 11.71 MB
08 - Pandas - Basics/012 Introduction to pandas DataFrames_en.vtt 7.18 KB
08 - Pandas - Basics/013 Creating DataFrames from Scratch - Part I.mp4 26.06 MB
08 - Pandas - Basics/013 Creating DataFrames from Scratch - Part I_en.vtt 7.4 KB
08 - Pandas - Basics/014 Creating DataFrames from Scratch - Part II.mp4 29.79 MB
08 - Pandas - Basics/014 Creating DataFrames from Scratch - Part II_en.vtt 6.31 KB
08 - Pandas - Basics/015 Additional Notes on Using DataFrames.mp4 12.41 MB
08 - Pandas - Basics/015 Additional Notes on Using DataFrames_en.vtt 2.58 KB
08 - Pandas - Basics/016 pandas Basics - Conclusion.html 1.03 KB
08 - Pandas - Basics/32896346-Introduction-to-pandas-DataFrames.pdf 1.49 MB
08 - Pandas - Basics/32896360-pandas-Basics-Lectures.ipynb 28.39 KB
08 - Pandas - Basics/32896372-pandas-Basics-Exercises.ipynb 20.83 KB
08 - Pandas - Basics/32896374-pandas-Basics-Solutions.ipynb 42.49 KB
08 - Pandas - Basics/32896382-Data-Analyst-pandas-Basics-Conclusion.pdf 51.32 KB
08 - Pandas - Basics/32896384-pandas-Basics-Lectures.ipynb 28.39 KB
08 - Pandas - Basics/32896388-pandas-Basics-Exercises.ipynb 20.83 KB
08 - Pandas - Basics/32896390-pandas-Basics-Solutions.ipynb 42.49 KB
08 - Pandas - Basics/external-assets-links.txt 240 B
09 - Working with Text Files/001 Working with Files in Python - An Introduction.mp4 11.73 MB
09 - Working with Text Files/001 Working with Files in Python - An Introduction_en.vtt 5.07 KB
09 - Working with Text Files/002 File vs File Object, Read vs Parse.mp4 9.23 MB
09 - Working with Text Files/002 File vs File Object, Read vs Parse_en.vtt 3.67 KB
09 - Working with Text Files/003 Structured vs Semi-Structured and Unstructured Data.mp4 10.85 MB
09 - Working with Text Files/003 Structured vs Semi-Structured and Unstructured Data_en.vtt 4.35 KB
09 - Working with Text Files/004 Data Connectivity through Text Files.mp4 10.57 MB
09 - Working with Text Files/004 Data Connectivity through Text Files_en.vtt 4.07 KB
09 - Working with Text Files/005 Principles of Importing Data in Python.mp4 16.45 MB
09 - Working with Text Files/005 Principles of Importing Data in Python_en.vtt 6.54 KB
09 - Working with Text Files/006 More on Text Files (.txt vs .csv).mp4 12.82 MB
09 - Working with Text Files/006 More on Text Files (.txt vs .csv)_en.vtt 5.87 KB
09 - Working with Text Files/007 Fixed-width Files.mp4 4.73 MB
09 - Working with Text Files/007 Fixed-width Files_en.vtt 2 KB
09 - Working with Text Files/008 Common Naming Conventions Used in Programming.mp4 8.22 MB
09 - Working with Text Files/008 Common Naming Conventions Used in Programming_en.vtt 5.26 KB
09 - Working with Text Files/009 Importing Text Files in Python ( open() ).mp4 24.83 MB
09 - Working with Text Files/009 Importing Text Files in Python ( open() )_en.vtt 11.77 KB
09 - Working with Text Files/010 Importing Text Files in Python ( with open() ).mp4 26.29 MB
09 - Working with Text Files/010 Importing Text Files in Python ( with open() )_en.vtt 6.58 KB
09 - Working with Text Files/011 Importing .csv Files with pandas - Part I.mp4 49.84 MB
09 - Working with Text Files/011 Importing .csv Files with pandas - Part I_en.vtt 7.51 KB
09 - Working with Text Files/012 Importing .csv Files with pandas - Part II.mp4 10.91 MB
09 - Working with Text Files/012 Importing .csv Files with pandas - Part II_en.vtt 3.17 KB
09 - Working with Text Files/013 Importing .csv Files with pandas - Part III.mp4 75.11 MB
09 - Working with Text Files/013 Importing .csv Files with pandas - Part III_en.vtt 8.1 KB
09 - Working with Text Files/014 Importing Data with the index_col Parameter.mp4 11.65 MB
09 - Working with Text Files/014 Importing Data with the index_col Parameter_en.vtt 3.39 KB
09 - Working with Text Files/015 Importing Data with NumPy - .loadtxt() vs genfromtxt().mp4 56.48 MB
09 - Working with Text Files/015 Importing Data with NumPy - .loadtxt() vs genfromtxt()_en.vtt 12.25 KB
09 - Working with Text Files/016 Importing Data with NumPy - Partial Cleaning While Importing.mp4 30.51 MB
09 - Working with Text Files/016 Importing Data with NumPy - Partial Cleaning While Importing_en.vtt 8.22 KB
09 - Working with Text Files/017 Importing Data with NumPy - Exercise.html 1.11 KB
09 - Working with Text Files/018 Importing .json Files.mp4 48.53 MB
09 - Working with Text Files/018 Importing .json Files_en.vtt 6.5 KB
09 - Working with Text Files/019 Prelude to Working with Excel Files in Python.mp4 43.03 MB
09 - Working with Text Files/019 Prelude to Working with Excel Files in Python_en.vtt 4.64 KB
09 - Working with Text Files/020 Working with Excel Data (the .xlsx Format).mp4 11.55 MB
09 - Working with Text Files/020 Working with Excel Data (the .xlsx Format)_en.vtt 2.42 KB
09 - Working with Text Files/021 An Important Exercise on Importing Data in Python.mp4 42.97 MB
09 - Working with Text Files/021 An Important Exercise on Importing Data in Python_en.vtt 7.42 KB
09 - Working with Text Files/022 Importing Data with the pandas' Squeeze Parameter.mp4 11.58 MB
09 - Working with Text Files/022 Importing Data with the pandas' Squeeze Parameter_en.vtt 3.04 KB
09 - Working with Text Files/023 A Note on Importing Files in Jupyter.mp4 19.68 MB
09 - Working with Text Files/023 A Note on Importing Files in Jupyter_en.vtt 4 KB
09 - Working with Text Files/024 Saving Your Data with pandas.mp4 27.68 MB
09 - Working with Text Files/024 Saving Your Data with pandas_en.vtt 3.89 KB
09 - Working with Text Files/025 Saving Your Data with NumPy - np.save().mp4 18.93 MB
09 - Working with Text Files/025 Saving Your Data with NumPy - np.save()_en.vtt 6.48 KB
09 - Working with Text Files/026 Saving Your Data with NumPy - np.savez().mp4 15.41 MB
09 - Working with Text Files/026 Saving Your Data with NumPy - np.savez()_en.vtt 5.76 KB
09 - Working with Text Files/027 Saving Your Data with NumPy - np.savetxt().mp4 20.84 MB
09 - Working with Text Files/027 Saving Your Data with NumPy - np.savetxt()_en.vtt 4.3 KB
09 - Working with Text Files/028 Saving Your Data with NumPy - Exercise.html 1.24 KB
09 - Working with Text Files/029 Working with Text Files - Conclusion.mp4 2.06 MB
09 - Working with Text Files/029 Working with Text Files - Conclusion_en.vtt 985 B
09 - Working with Text Files/28764174-Data-Analyst-Common-Naming-Conventions.pdf 643.8 KB
09 - Working with Text Files/32896402-Common-Naming-Conventions.pdf 643.8 KB
09 - Working with Text Files/32896406-Importing-Text-Files-in-Python-open.ipynb 2.15 KB
09 - Working with Text Files/32896416-source.txt 39 B
09 - Working with Text Files/32896436-Importing-Text-Files-in-Python-with-open.ipynb 2.47 KB
09 - Working with Text Files/32896438-source.txt 39 B
09 - Working with Text Files/32896496-Importing.csv-Files-with-pandas-Part-I.ipynb 1.56 KB
09 - Working with Text Files/32896534-Lending-company.xlsx 92.6 KB
09 - Working with Text Files/32896536-Lending-company-single-column-data.csv 109.32 KB
09 - Working with Text Files/32896550-Importing-Text-Data-Template.ipynb 2.6 KB
09 - Working with Text Files/32896554-Importing-Text-Data-Complete.ipynb 13.13 KB
09 - Working with Text Files/32896560-Lending-Company-Numeric-Data.csv 29.54 KB
09 - Working with Text Files/32896568-Lending-Company-Numeric-Data-NAN.csv 28.64 KB
09 - Working with Text Files/32896596-Lending-company.json 213.54 KB
09 - Working with Text Files/32896612-Customer-Gender.csv 7.45 KB
09 - Working with Text Files/32896668-Saving-Data-NP-Template.ipynb 3.17 KB
09 - Working with Text Files/32896670-Saving-Data-NP-Complete.ipynb 9.82 KB
09 - Working with Text Files/32896676-Lending-Company-Saving.csv 58.4 KB
09 - Working with Text Files/32896694-Importing-Text-Files-in-Python-open.ipynb 2.15 KB
09 - Working with Text Files/32896708-source.txt 39 B
09 - Working with Text Files/external-assets-links.txt 1.13 KB
10 - Working with Text Data/001 Working with Text Data and Argument Specifiers.mp4 21.35 MB
10 - Working with Text Data/001 Working with Text Data and Argument Specifiers_en.vtt 11.45 KB
10 - Working with Text Data/002 Manipulating Python Strings.mp4 12.29 MB
10 - Working with Text Data/002 Manipulating Python Strings_en.vtt 5.27 KB
10 - Working with Text Data/003 Using Various Python String Methods - Part I.mp4 23.59 MB
10 - Working with Text Data/003 Using Various Python String Methods - Part I_en.vtt 8.6 KB
10 - Working with Text Data/004 Using Various Python String Methods - Part II.mp4 20.37 MB
10 - Working with Text Data/004 Using Various Python String Methods - Part II_en.vtt 8.78 KB
10 - Working with Text Data/005 String Accessors.mp4 30.62 MB
10 - Working with Text Data/005 String Accessors_en.vtt 6.09 KB
10 - Working with Text Data/006 Using the .format() Method.mp4 21.66 MB
10 - Working with Text Data/006 Using the .format() Method_en.vtt 10.8 KB
10 - Working with Text Data/31655162-Working-with-Text-Data-Lectures.ipynb 15.89 KB
10 - Working with Text Data/31655170-Working-with-Text-Data-Exercises.ipynb 17.32 KB
10 - Working with Text Data/31655194-Working-with-Text-Data-Solutions.ipynb 26.21 KB
10 - Working with Text Data/31655208-Working-with-Text-Data-Lectures.ipynb 15.89 KB
10 - Working with Text Data/31655214-Working-with-Text-Data-Exercises.ipynb 17.32 KB
10 - Working with Text Data/31655222-Working-with-Text-Data-Solutions.ipynb 26.21 KB
10 - Working with Text Data/[CourseClub.Me].url 122 B
10 - Working with Text Data/[GigaCourse.Com].url 49 B
11 - Must-Know Python Tools/001 Iterating Over Range Objects.mp4 11.06 MB
11 - Must-Know Python Tools/001 Iterating Over Range Objects_en.vtt 5.3 KB
11 - Must-Know Python Tools/002 Nested For Loops - Introduction.mp4 12.21 MB
11 - Must-Know Python Tools/002 Nested For Loops - Introduction_en.vtt 7.3 KB
11 - Must-Know Python Tools/003 Triple Nested For Loops.mp4 19.41 MB
11 - Must-Know Python Tools/003 Triple Nested For Loops_en.vtt 7.05 KB
11 - Must-Know Python Tools/004 List Comprehensions.mp4 43.2 MB
11 - Must-Know Python Tools/004 List Comprehensions_en.vtt 10.85 KB
11 - Must-Know Python Tools/005 Anonymous (Lambda) Functions.mp4 33.7 MB
11 - Must-Know Python Tools/005 Anonymous (Lambda) Functions_en.vtt 8.75 KB
11 - Must-Know Python Tools/32896718-Must-Know-Python-Tools-Lectures.ipynb 10.58 KB
11 - Must-Know Python Tools/32896720-Must-Know-Python-Tools-Exercises.ipynb 8.6 KB
11 - Must-Know Python Tools/32896722-Must-Know-Python-Tools-Solutions.ipynb 10.63 KB
11 - Must-Know Python Tools/32896724-Must-Know-Python-Tools-Lectures.ipynb 10.58 KB
11 - Must-Know Python Tools/32896728-Must-Know-Python-Tools-Exercises.ipynb 8.6 KB
11 - Must-Know Python Tools/32896730-Must-Know-Python-Tools-Solutions.ipynb 10.63 KB
11 - Must-Know Python Tools/external-assets-links.txt 119 B
12 - Data GatheringData Collection/001 What is data gatheringdata collection.mp4 19.17 MB
12 - Data GatheringData Collection/001 What is data gatheringdata collection_en.vtt 9.49 KB
13 - APIs (POST requests are not needed for this course)/001 Overview of APIs.mp4 10.4 MB
13 - APIs (POST requests are not needed for this course)/001 Overview of APIs_en.vtt 4.1 KB
13 - APIs (POST requests are not needed for this course)/002 GET and POST Requests.mp4 6.27 MB
13 - APIs (POST requests are not needed for this course)/002 GET and POST Requests_en.vtt 3.5 KB
13 - APIs (POST requests are not needed for this course)/003 Data Exchange Format for APIs JSON.mp4 5.7 MB
13 - APIs (POST requests are not needed for this course)/003 Data Exchange Format for APIs JSON_en.vtt 3.24 KB
13 - APIs (POST requests are not needed for this course)/004 Introducing the Exchange Rates API.mp4 25.19 MB
13 - APIs (POST requests are not needed for this course)/004 Introducing the Exchange Rates API_en.vtt 5.39 KB
13 - APIs (POST requests are not needed for this course)/005 Including Parameters in a GET Request.mp4 10.8 MB
13 - APIs (POST requests are not needed for this course)/005 Including Parameters in a GET Request_en.vtt 3.8 KB
13 - APIs (POST requests are not needed for this course)/006 More Functionalities of the Exchange Rates API.mp4 16.6 MB
13 - APIs (POST requests are not needed for this course)/006 More Functionalities of the Exchange Rates API_en.vtt 5.17 KB
13 - APIs (POST requests are not needed for this course)/007 Coding a Simple Currency Conversion Calculator.mp4 22.44 MB
13 - APIs (POST requests are not needed for this course)/007 Coding a Simple Currency Conversion Calculator_en.vtt 5.37 KB
13 - APIs (POST requests are not needed for this course)/008 iTunes API.mp4 39.61 MB
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13 - APIs (POST requests are not needed for this course)/009 iTunes API Homework.html 256 B
13 - APIs (POST requests are not needed for this course)/010 iTunes API Structuring and Exporting the Data.mp4 12.86 MB
13 - APIs (POST requests are not needed for this course)/010 iTunes API Structuring and Exporting the Data_en.vtt 2.55 KB
13 - APIs (POST requests are not needed for this course)/011 Pagination GitHub API.mp4 28.21 MB
13 - APIs (POST requests are not needed for this course)/011 Pagination GitHub API_en.vtt 4.79 KB
13 - APIs (POST requests are not needed for this course)/012 APIs Exercise.html 616 B
13 - APIs (POST requests are not needed for this course)/32906864-APIs-complete-notebook.ipynb 1.16 MB
13 - APIs (POST requests are not needed for this course)/32906872-15.8.Homework-Setup.ipynb 2.69 KB
13 - APIs (POST requests are not needed for this course)/32906880-15.8.Homework-Solution.ipynb 485.4 KB
13 - APIs (POST requests are not needed for this course)/external-assets-links.txt 193 B
14 - Data Cleaning and Data Preprocessing/001 Data Cleaning and Data Preprocessing.mp4 16.47 MB
14 - Data Cleaning and Data Preprocessing/001 Data Cleaning and Data Preprocessing_en.vtt 7.66 KB
15 - pandas Series/001 .unique(), .nunique().mp4 26.29 MB
15 - pandas Series/001 .unique(), .nunique()_en.vtt 4.8 KB
15 - pandas Series/002 Converting Series into Arrays.mp4 19.86 MB
15 - pandas Series/002 Converting Series into Arrays_en.vtt 7.02 KB
15 - pandas Series/003 .sort_values().mp4 13.19 MB
15 - pandas Series/003 .sort_values()_en.vtt 4.85 KB
15 - pandas Series/004 Attribute and Method Chaining.mp4 14.76 MB
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15 - pandas Series/005 .sort_index().mp4 15.69 MB
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15 - pandas Series/32896806-pandas-Series-Lectures.ipynb 22.68 KB
15 - pandas Series/32896812-pandas-Series-Exercises.ipynb 7.66 KB
15 - pandas Series/32896814-pandas-Series-Solutions.ipynb 15.87 KB
15 - pandas Series/32896816-Location.csv 13.49 KB
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15 - pandas Series/32896820-pandas-Series-Lectures.ipynb 22.68 KB
15 - pandas Series/32896824-pandas-Series-Exercises.ipynb 7.66 KB
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15 - pandas Series/32896830-Location.csv 13.49 KB
15 - pandas Series/32896832-Region.csv 10.22 KB
15 - pandas Series/[CourseClub.Me].url 122 B
15 - pandas Series/[GigaCourse.Com].url 49 B
15 - pandas Series/external-assets-links.txt 110 B
16 - pandas DataFrames/001 A Revision to pandas DataFrames.mp4 17.82 MB
16 - pandas DataFrames/001 A Revision to pandas DataFrames_en.vtt 6.62 KB
16 - pandas DataFrames/002 Common Attributes for Working with DataFrames.mp4 29.78 MB
16 - pandas DataFrames/002 Common Attributes for Working with DataFrames_en.vtt 5.59 KB
16 - pandas DataFrames/003 Data Selection in pandas DataFrames.mp4 37.28 MB
16 - pandas DataFrames/003 Data Selection in pandas DataFrames_en.vtt 8.75 KB
16 - pandas DataFrames/004 Data Selection - Indexing with .iloc[].mp4 23.53 MB
16 - pandas DataFrames/004 Data Selection - Indexing with .iloc[]_en.vtt 6.97 KB
16 - pandas DataFrames/005 Data Selection - Indexing with .loc[].mp4 21.62 MB
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16 - pandas DataFrames/006 A Few Comments on Using .loc[] and .iloc[].mp4 76.91 MB
16 - pandas DataFrames/006 A Few Comments on Using .loc[] and .iloc[]_en.vtt 14.68 KB
16 - pandas DataFrames/32896844-pandas-DataFrames.pdf 438.21 KB
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16 - pandas DataFrames/32896852-pandas-DataFrames-Exercises.ipynb 23.21 KB
16 - pandas DataFrames/32896856-pandas-DataFrames-Solutions.ipynb 103.81 KB
16 - pandas DataFrames/32896864-Lending-company.csv 112.43 KB
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16 - pandas DataFrames/32896876-pandas-DataFrames-Lectures.ipynb 16.61 KB
16 - pandas DataFrames/32896878-pandas-DataFrames-Exercises.ipynb 23.21 KB
16 - pandas DataFrames/32896882-pandas-DataFrames-Solutions.ipynb 103.81 KB
16 - pandas DataFrames/32896886-Lending-company.csv 112.43 KB
16 - pandas DataFrames/32896890-Sales-products.csv 152.28 KB
16 - pandas DataFrames/38405832-Sales-products.csv 152.28 KB
16 - pandas DataFrames/external-assets-links.txt 114 B
17 - NumPy Fundamentals/001 Indexing in NumPy.mp4 14.87 MB
17 - NumPy Fundamentals/001 Indexing in NumPy_en.vtt 7.2 KB
17 - NumPy Fundamentals/002 Assigning Values in NumPy.mp4 10.14 MB
17 - NumPy Fundamentals/002 Assigning Values in NumPy_en.vtt 4.94 KB
17 - NumPy Fundamentals/003 Elementwise Properties of Arrays.mp4 14.92 MB
17 - NumPy Fundamentals/003 Elementwise Properties of Arrays_en.vtt 5.49 KB
17 - NumPy Fundamentals/004 Types of Data Supported by NumPy.mp4 18.13 MB
17 - NumPy Fundamentals/004 Types of Data Supported by NumPy_en.vtt 7.3 KB
17 - NumPy Fundamentals/005 Characteristics of NumPy Functions Part 1.mp4 23.18 MB
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17 - NumPy Fundamentals/006 Characteristics of NumPy Functions Part 2.mp4 10.14 MB
17 - NumPy Fundamentals/006 Characteristics of NumPy Functions Part 2_en.vtt 4.35 KB
17 - NumPy Fundamentals/007 NumPy Fundamentals - Exercise.html 1.1 KB
17 - NumPy Fundamentals/32904758-NumPy-Fundamentals-Template.ipynb 6.46 KB
17 - NumPy Fundamentals/32904760-NumPy-Fundamentals-Complete.ipynb 17.75 KB
17 - NumPy Fundamentals/32905064-NumPy-Fundamentals-Exercise.ipynb 11.13 KB
17 - NumPy Fundamentals/32905068-NumPy-Fundamentals-Solution.ipynb 23.29 KB
17 - NumPy Fundamentals/external-assets-links.txt 107 B
18 - NumPy DataTypes/001 ndarrays.mp4 29.33 MB
18 - NumPy DataTypes/001 ndarrays_en.vtt 10.67 KB
18 - NumPy DataTypes/002 Arrays vs Lists.mp4 16.58 MB
18 - NumPy DataTypes/002 Arrays vs Lists_en.vtt 7.45 KB
18 - NumPy DataTypes/003 Strings vs Object vs Number.mp4 24.78 MB
18 - NumPy DataTypes/003 Strings vs Object vs Number_en.vtt 8.11 KB
18 - NumPy DataTypes/004 NumPy DataTypes - Exercise.html 1.09 KB
18 - NumPy DataTypes/external-assets-links.txt 112 B
19 - Working with Arrays/001 Basic Slicing in NumPy.mp4 26.56 MB
19 - Working with Arrays/001 Basic Slicing in NumPy_en.vtt 12.04 KB
19 - Working with Arrays/002 Stepwise Slicing in NumPy.mp4 13.98 MB
19 - Working with Arrays/002 Stepwise Slicing in NumPy_en.vtt 5.97 KB
19 - Working with Arrays/003 Conditional Slicing in NumPy.mp4 16.14 MB
19 - Working with Arrays/003 Conditional Slicing in NumPy_en.vtt 5.84 KB
19 - Working with Arrays/004 Dimensions and the Squeeze Function.mp4 18.26 MB
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19 - Working with Arrays/005 Working with Arrays - Exercise.html 1.1 KB
19 - Working with Arrays/32905364-Working-With-Arrays-Template.ipynb 4.28 KB
19 - Working with Arrays/32905372-Working-With-Arrays-Complete.ipynb 12.38 KB
19 - Working with Arrays/32905376-Working-With-Arrays-Exercise.ipynb 8.19 KB
19 - Working with Arrays/32905380-Working-With-Arrays-Solution.ipynb 16.45 KB
19 - Working with Arrays/external-assets-links.txt 116 B
20 - Generating Data with NumPy/001 Arrays of 0s and 1s.mp4 16.16 MB
20 - Generating Data with NumPy/001 Arrays of 0s and 1s_en.vtt 6.83 KB
20 - Generating Data with NumPy/002 _like functions in NumPy.mp4 8.74 MB
20 - Generating Data with NumPy/002 _like functions in NumPy_en.vtt 4.1 KB
20 - Generating Data with NumPy/003 A Non-Random Sequence of Numbers.mp4 19.98 MB
20 - Generating Data with NumPy/003 A Non-Random Sequence of Numbers_en.vtt 6.28 KB
20 - Generating Data with NumPy/004 Random Generators and Seeds.mp4 19.32 MB
20 - Generating Data with NumPy/004 Random Generators and Seeds_en.vtt 6.76 KB
20 - Generating Data with NumPy/005 Basic Random Functions in NumPy.mp4 14.84 MB
20 - Generating Data with NumPy/005 Basic Random Functions in NumPy_en.vtt 5.02 KB
20 - Generating Data with NumPy/006 Probability Distributions in NumPy.mp4 31.54 MB
20 - Generating Data with NumPy/006 Probability Distributions in NumPy_en.vtt 6.76 KB
20 - Generating Data with NumPy/007 Applications of Random Data in NumPy.mp4 29.41 MB
20 - Generating Data with NumPy/007 Applications of Random Data in NumPy_en.vtt 4.99 KB
20 - Generating Data with NumPy/008 Generating Data with NumPy - Exercise.html 1.12 KB
20 - Generating Data with NumPy/32905420-Generating-Data-With-NumPy-Template.ipynb 5.13 KB
20 - Generating Data with NumPy/32905426-Generating-Data-With-NumPy-Complete.ipynb 22.14 KB
20 - Generating Data with NumPy/32905436-Generating-Data-With-NumPy-Exercise.ipynb 8.5 KB
20 - Generating Data with NumPy/32905442-Generating-Data-With-NumPy-Solution.ipynb 19.85 KB
20 - Generating Data with NumPy/external-assets-links.txt 123 B
21 - Statistics with NumPy/001 Using Statistical Functions in NumPy.mp4 21.25 MB
21 - Statistics with NumPy/001 Using Statistical Functions in NumPy_en.vtt 10.11 KB
21 - Statistics with NumPy/002 Minimal and Maximal Values in NumPy.mp4 19.95 MB
21 - Statistics with NumPy/002 Minimal and Maximal Values in NumPy_en.vtt 7.59 KB
21 - Statistics with NumPy/003 Statistical Order Functions in NumPy.mp4 27.37 MB
21 - Statistics with NumPy/003 Statistical Order Functions in NumPy_en.vtt 7.93 KB
21 - Statistics with NumPy/004 Averages and Variance in NumPy.mp4 14.57 MB
21 - Statistics with NumPy/004 Averages and Variance in NumPy_en.vtt 5.54 KB
21 - Statistics with NumPy/005 Covariance and Correlation in NumPy.mp4 8.74 MB
21 - Statistics with NumPy/005 Covariance and Correlation in NumPy_en.vtt 3.79 KB
21 - Statistics with NumPy/006 Histograms in NumPy (Part 1).mp4 22.1 MB
21 - Statistics with NumPy/006 Histograms in NumPy (Part 1)_en.vtt 9.8 KB
21 - Statistics with NumPy/007 Histograms in NumPy (Part 2).mp4 11.52 MB
21 - Statistics with NumPy/007 Histograms in NumPy (Part 2)_en.vtt 5.41 KB
21 - Statistics with NumPy/008 NAN Equivalent Functions in NumPy.mp4 16.77 MB
21 - Statistics with NumPy/008 NAN Equivalent Functions in NumPy_en.vtt 3.79 KB
21 - Statistics with NumPy/009 Statistics with NumPy - Exercise.html 1.11 KB
21 - Statistics with NumPy/32905472-Statistics-With-NumPy-Template.ipynb 7.66 KB
21 - Statistics with NumPy/32905482-Statistics-With-NumPy-Complete.ipynb 29.54 KB
21 - Statistics with NumPy/32905490-Statistics-With-NumPy-Exercise.ipynb 10.47 KB
21 - Statistics with NumPy/32905494-Statistics-With-NumPy-Solution.ipynb 26.32 KB
21 - Statistics with NumPy/[CourseClub.Me].url 122 B
21 - Statistics with NumPy/[GigaCourse.Com].url 49 B
21 - Statistics with NumPy/external-assets-links.txt 118 B
22 - NumPy - Preprocessing/001 Checking for Missing Values in Ndarrays.mp4 47.88 MB
22 - NumPy - Preprocessing/001 Checking for Missing Values in Ndarrays_en.vtt 10.97 KB
22 - NumPy - Preprocessing/002 Substituting Missing Values in Ndarrays.mp4 34.32 MB
22 - NumPy - Preprocessing/002 Substituting Missing Values in Ndarrays_en.vtt 10.63 KB
22 - NumPy - Preprocessing/003 Reshaping Ndarrays.mp4 24.59 MB
22 - NumPy - Preprocessing/003 Reshaping Ndarrays_en.vtt 7.35 KB
22 - NumPy - Preprocessing/004 Removing Values from Ndarrays.mp4 19.93 MB
22 - NumPy - Preprocessing/004 Removing Values from Ndarrays_en.vtt 5 KB
22 - NumPy - Preprocessing/005 Sorting Ndarrays.mp4 55.27 MB
22 - NumPy - Preprocessing/005 Sorting Ndarrays_en.vtt 11.46 KB
22 - NumPy - Preprocessing/006 Argument Sort in NumPy.mp4 29.52 MB
22 - NumPy - Preprocessing/006 Argument Sort in NumPy_en.vtt 6.52 KB
22 - NumPy - Preprocessing/007 Argument Where in NumPy.mp4 51.52 MB
22 - NumPy - Preprocessing/007 Argument Where in NumPy_en.vtt 13.35 KB
22 - NumPy - Preprocessing/008 Shuffling Ndarrays.mp4 32.96 MB
22 - NumPy - Preprocessing/008 Shuffling Ndarrays_en.vtt 8.42 KB
22 - NumPy - Preprocessing/009 Casting Ndarrays.mp4 40.24 MB
22 - NumPy - Preprocessing/009 Casting Ndarrays_en.vtt 6.79 KB
22 - NumPy - Preprocessing/010 Striping Values from Ndarrays.mp4 18.41 MB
22 - NumPy - Preprocessing/010 Striping Values from Ndarrays_en.vtt 5.12 KB
22 - NumPy - Preprocessing/011 Stacking Ndarrays.mp4 65.14 MB
22 - NumPy - Preprocessing/011 Stacking Ndarrays_en.vtt 11.52 KB
22 - NumPy - Preprocessing/012 Concatenating Ndarrays.mp4 35.68 MB
22 - NumPy - Preprocessing/012 Concatenating Ndarrays_en.vtt 7.33 KB
22 - NumPy - Preprocessing/013 Finding Unique Values in Ndarrays.mp4 27.75 MB
22 - NumPy - Preprocessing/013 Finding Unique Values in Ndarrays_en.vtt 6.27 KB
22 - NumPy - Preprocessing/32905556-Preprocessing-Data-With-NumPy-Template.ipynb 14.68 KB
22 - NumPy - Preprocessing/32905558-Preprocessing-Data-With-NumPy-Complete.ipynb 80.88 KB
22 - NumPy - Preprocessing/32905618-Lending-company-Numeric.csv 29.54 KB
22 - NumPy - Preprocessing/32905624-Lending-company-Numeric-NAN.csv 28.64 KB
22 - NumPy - Preprocessing/32905628-Preprocessing-Data-With-NumPy-Template.ipynb 14.68 KB
22 - NumPy - Preprocessing/32905630-Preprocessing-Data-With-NumPy-Complete.ipynb 80.88 KB
22 - NumPy - Preprocessing/32905632-Lending-company-Numeric.csv 29.54 KB
22 - NumPy - Preprocessing/32905638-Lending-company-Numeric-NAN.csv 28.64 KB
22 - NumPy - Preprocessing/external-assets-links.txt 116 B
23 - A Loan Data Example with NumPy/001 Setting Up Introduction to the Practical Example.mp4 20.53 MB
23 - A Loan Data Example with NumPy/001 Setting Up Introduction to the Practical Example_en.vtt 6.14 KB
23 - A Loan Data Example with NumPy/002 Setting Up Importing the Data Set.mp4 36.9 MB
23 - A Loan Data Example with NumPy/002 Setting Up Importing the Data Set_en.vtt 4.65 KB
23 - A Loan Data Example with NumPy/003 Setting Up Checking for Incomplete Data.mp4 17.14 MB
23 - A Loan Data Example with NumPy/003 Setting Up Checking for Incomplete Data_en.vtt 5 KB
23 - A Loan Data Example with NumPy/004 Setting Up Splitting the Dataset.mp4 19.76 MB
23 - A Loan Data Example with NumPy/004 Setting Up Splitting the Dataset_en.vtt 5.81 KB
23 - A Loan Data Example with NumPy/005 Setting Up Creating Checkpoints.mp4 11.01 MB
23 - A Loan Data Example with NumPy/005 Setting Up Creating Checkpoints_en.vtt 3.2 KB
23 - A Loan Data Example with NumPy/006 Manipulating Text Data Issue Date.mp4 14.92 MB
23 - A Loan Data Example with NumPy/006 Manipulating Text Data Issue Date_en.vtt 6.37 KB
23 - A Loan Data Example with NumPy/007 Manipulating Text Data Loan Status and Term.mp4 25.16 MB
23 - A Loan Data Example with NumPy/007 Manipulating Text Data Loan Status and Term_en.vtt 8.17 KB
23 - A Loan Data Example with NumPy/008 Manipulating Text Data Grade and Sub Grade.mp4 41.2 MB
23 - A Loan Data Example with NumPy/008 Manipulating Text Data Grade and Sub Grade_en.vtt 10.41 KB
23 - A Loan Data Example with NumPy/009 Manipulating Text Data Verification Status & URL.mp4 26.67 MB
23 - A Loan Data Example with NumPy/009 Manipulating Text Data Verification Status & URL_en.vtt 5.65 KB
23 - A Loan Data Example with NumPy/010 Manipulating Text Data State Address.mp4 26.23 MB
23 - A Loan Data Example with NumPy/010 Manipulating Text Data State Address_en.vtt 7.11 KB
23 - A Loan Data Example with NumPy/011 Manipulating Text Data Converting Strings and Creating a Checkpoint.mp4 8.66 MB
23 - A Loan Data Example with NumPy/011 Manipulating Text Data Converting Strings and Creating a Checkpoint_en.vtt 4.05 KB
23 - A Loan Data Example with NumPy/012 Manipulating Numeric Data Substitute Filler Values.mp4 27.86 MB
23 - A Loan Data Example with NumPy/012 Manipulating Numeric Data Substitute Filler Values_en.vtt 9.21 KB
23 - A Loan Data Example with NumPy/013 Manipulating Numeric Data Currency Change – The Exchange Rate.mp4 18.99 MB
23 - A Loan Data Example with NumPy/013 Manipulating Numeric Data Currency Change – The Exchange Rate_en.vtt 7.73 KB
23 - A Loan Data Example with NumPy/014 Manipulating Numeric Data Currency Change - From USD to EUR.mp4 31.45 MB
23 - A Loan Data Example with NumPy/014 Manipulating Numeric Data Currency Change - From USD to EUR_en.vtt 9.67 KB
23 - A Loan Data Example with NumPy/015 Completing the Dataset.mp4 44.04 MB
23 - A Loan Data Example with NumPy/015 Completing the Dataset_en.vtt 7.78 KB
23 - A Loan Data Example with NumPy/32905800-A-Loan-Data-Example-with-NumPy-Template.ipynb 23.02 KB
23 - A Loan Data Example with NumPy/32905806-A-Loan-Data-Example-with-NumPy-Complete.ipynb 68.13 KB
23 - A Loan Data Example with NumPy/32905808-EUR-USD.csv 964 B
23 - A Loan Data Example with NumPy/32905810-loan-data.csv 1.53 MB
23 - A Loan Data Example with NumPy/32905812-loan-data-dictionary.xlsx 19.6 KB
23 - A Loan Data Example with NumPy/32905828-A-Loan-Data-Example-with-NumPy-Template.ipynb 23.02 KB
23 - A Loan Data Example with NumPy/32905830-A-Loan-Data-Example-with-NumPy-Complete.ipynb 68.13 KB
23 - A Loan Data Example with NumPy/32905860-EUR-USD.csv 964 B
23 - A Loan Data Example with NumPy/32905864-loan-data.csv 1.53 MB
23 - A Loan Data Example with NumPy/32905866-loan-data-dictionary.xlsx 19.6 KB
23 - A Loan Data Example with NumPy/external-assets-links.txt 127 B
24 - The Absenteeism Exercise - Introduction/001 An Introduction to the Absenteeism Exercise.mp4 3.65 MB
24 - The Absenteeism Exercise - Introduction/001 An Introduction to the Absenteeism Exercise_en.vtt 1.65 KB
24 - The Absenteeism Exercise - Introduction/002 The Absenteeism Exercise from a Business Perspective.mp4 7.19 MB
24 - The Absenteeism Exercise - Introduction/002 The Absenteeism Exercise from a Business Perspective_en.vtt 3.09 KB
24 - The Absenteeism Exercise - Introduction/003 The Dataset.mp4 5.66 MB
24 - The Absenteeism Exercise - Introduction/003 The Dataset_en.vtt 2.1 KB
24 - The Absenteeism Exercise - Introduction/32905886-Absenteeism-data.csv 32.05 KB
24 - The Absenteeism Exercise - Introduction/32905894-df-cleaned.csv 29.11 KB
24 - The Absenteeism Exercise - Introduction/external-assets-links.txt 129 B
25 - Solution to the Absenteeism Exercise/001 How to Complete the Absenteeism Exercise.mp4 6.23 MB
25 - Solution to the Absenteeism Exercise/001 How to Complete the Absenteeism Exercise_en.vtt 2.67 KB
25 - Solution to the Absenteeism Exercise/002 Eyeball Your Data First.mp4 54.25 MB
25 - Solution to the Absenteeism Exercise/002 Eyeball Your Data First_en.vtt 6.22 KB
25 - Solution to the Absenteeism Exercise/003 Note Programming vs the Rest of the World.mp4 18.03 MB
25 - Solution to the Absenteeism Exercise/003 Note Programming vs the Rest of the World_en.vtt 3.63 KB
25 - Solution to the Absenteeism Exercise/004 Using a Statistical Approach to Solve Our Exercise.mp4 9.9 MB
25 - Solution to the Absenteeism Exercise/004 Using a Statistical Approach to Solve Our Exercise_en.vtt 2.55 KB
25 - Solution to the Absenteeism Exercise/005 Dropping the 'ID' Column.mp4 41.33 MB
25 - Solution to the Absenteeism Exercise/005 Dropping the 'ID' Column_en.vtt 6.79 KB
25 - Solution to the Absenteeism Exercise/006 Analysis of the 'Reason for Absence' Column.mp4 17.18 MB
25 - Solution to the Absenteeism Exercise/006 Analysis of the 'Reason for Absence' Column_en.vtt 5.39 KB
25 - Solution to the Absenteeism Exercise/007 Splitting the Reasons for Absence into Multiple Dummy Variables.mp4 63.76 MB
25 - Solution to the Absenteeism Exercise/007 Splitting the Reasons for Absence into Multiple Dummy Variables_en.vtt 9.05 KB
25 - Solution to the Absenteeism Exercise/008 Working with Dummy Variables - A Statistical Perspective.mp4 5.82 MB
25 - Solution to the Absenteeism Exercise/008 Working with Dummy Variables - A Statistical Perspective_en.vtt 1.53 KB
25 - Solution to the Absenteeism Exercise/009 Grouping the Reason for Absence Columns.mp4 51.32 MB
25 - Solution to the Absenteeism Exercise/009 Grouping the Reason for Absence Columns_en.vtt 8.84 KB
25 - Solution to the Absenteeism Exercise/010 Concatenating Columns in a pandas DataFrame.mp4 19.77 MB
25 - Solution to the Absenteeism Exercise/010 Concatenating Columns in a pandas DataFrame_en.vtt 4.55 KB
25 - Solution to the Absenteeism Exercise/011 Reordering Columns in a DataFrame.mp4 7.2 MB
25 - Solution to the Absenteeism Exercise/011 Reordering Columns in a DataFrame_en.vtt 1.65 KB
25 - Solution to the Absenteeism Exercise/012 Working on the 'Date' Column.mp4 26.06 MB
25 - Solution to the Absenteeism Exercise/012 Working on the 'Date' Column_en.vtt 7.55 KB
25 - Solution to the Absenteeism Exercise/013 Extracting the Month Value from the 'Date' Column.mp4 37.05 MB
25 - Solution to the Absenteeism Exercise/013 Extracting the Month Value from the 'Date' Column_en.vtt 6.93 KB
25 - Solution to the Absenteeism Exercise/014 Creating the 'Day of the Week' Column.mp4 23.33 MB
25 - Solution to the Absenteeism Exercise/014 Creating the 'Day of the Week' Column_en.vtt 3.83 KB
25 - Solution to the Absenteeism Exercise/015 Understanding the Meaning of 5 More Columns.mp4 12.25 MB
25 - Solution to the Absenteeism Exercise/015 Understanding the Meaning of 5 More Columns_en.vtt 3.89 KB
25 - Solution to the Absenteeism Exercise/016 Modifying the 'Education' Column.mp4 19.66 MB
25 - Solution to the Absenteeism Exercise/016 Modifying the 'Education' Column_en.vtt 4.98 KB
25 - Solution to the Absenteeism Exercise/017 Final Remarks on the Absenteeism Exercise.mp4 14.91 MB
25 - Solution to the Absenteeism Exercise/017 Final Remarks on the Absenteeism Exercise_en.vtt 2.32 KB
25 - Solution to the Absenteeism Exercise/32906066-Absenteeism-Exercise-Lectures.ipynb 8.43 MB
25 - Solution to the Absenteeism Exercise/32906098-Absenteeism-Exercise-df-cleaned.ipynb 17.95 KB
25 - Solution to the Absenteeism Exercise/32906104-Absenteeism-data.csv 32.05 KB
25 - Solution to the Absenteeism Exercise/32906108-df-cleaned.csv 29.11 KB
25 - Solution to the Absenteeism Exercise/32906114-data-cleaning-homework.pdf 135.74 KB
25 - Solution to the Absenteeism Exercise/32906128-Absenteeism-Exercise-Lectures.ipynb 8.43 MB
25 - Solution to the Absenteeism Exercise/32906132-Absenteeism-Exercise-df-cleaned.ipynb 17.95 KB
25 - Solution to the Absenteeism Exercise/32906136-Absenteeism-data.csv 32.05 KB
25 - Solution to the Absenteeism Exercise/32906140-df-cleaned.csv 29.11 KB
25 - Solution to the Absenteeism Exercise/32906148-data-cleaning-homework.pdf 135.74 KB
25 - Solution to the Absenteeism Exercise/[CourseClub.Me].url 122 B
25 - Solution to the Absenteeism Exercise/[GigaCourse.Com].url 49 B
25 - Solution to the Absenteeism Exercise/external-assets-links.txt 133 B
26 - Data Visualization/001 What Is Data Visualization and Why Is It Important.mp4 13.97 MB
26 - Data Visualization/001 What Is Data Visualization and Why Is It Important_en.vtt 5.92 KB
26 - Data Visualization/002 Why Learn Data Visualization.mp4 26.44 MB
26 - Data Visualization/002 Why Learn Data Visualization_en.vtt 7.14 KB
26 - Data Visualization/003 Choosing the Right Visualization – What Are Some Popular Approaches and Framewor.mp4 43.8 MB
26 - Data Visualization/003 Choosing the Right Visualization – What Are Some Popular Approaches and Framewor_en.vtt 7.95 KB
26 - Data Visualization/004 Introduction into Colors and Color Theory.mp4 56.19 MB
26 - Data Visualization/004 Introduction into Colors and Color Theory_en.vtt 10.31 KB
26 - Data Visualization/005 Bar Chart - Introduction - General Theory and Getting to Know the Dataset.mp4 10.81 MB
26 - Data Visualization/005 Bar Chart - Introduction - General Theory and Getting to Know the Dataset_en.vtt 1.88 KB
26 - Data Visualization/006 Bar Chart - How to Create a Bar Chart Using Python.mp4 31.86 MB
26 - Data Visualization/006 Bar Chart - How to Create a Bar Chart Using Python_en.vtt 11.48 KB
26 - Data Visualization/007 Bar Chart – Interpreting the Bar Graph. How to Make a Good Bar Graph.mp4 8.2 MB
26 - Data Visualization/007 Bar Chart – Interpreting the Bar Graph. How to Make a Good Bar Graph_en.vtt 3.23 KB
26 - Data Visualization/008 Pie Chart - Introduction - General Theory and Dataset.mp4 22.69 MB
26 - Data Visualization/008 Pie Chart - Introduction - General Theory and Dataset_en.vtt 4.83 KB
26 - Data Visualization/009 Pie Chart - How to Create a Pie Chart Using Python.mp4 16.29 MB
26 - Data Visualization/009 Pie Chart - How to Create a Pie Chart Using Python_en.vtt 6.06 KB
26 - Data Visualization/010 Pie Chart – Interpreting the Pie Chart.mp4 9.74 MB
26 - Data Visualization/010 Pie Chart – Interpreting the Pie Chart_en.vtt 1.79 KB
26 - Data Visualization/011 Pie Chart - Why You Should Never Create a Pie Graph.mp4 46.37 MB
26 - Data Visualization/011 Pie Chart - Why You Should Never Create a Pie Graph_en.vtt 8.35 KB
26 - Data Visualization/012 Stacked Area Chart - Introduction - General Theory. Getting to Know the Dataset.mp4 7.61 MB
26 - Data Visualization/012 Stacked Area Chart - Introduction - General Theory. Getting to Know the Dataset_en.vtt 3.76 KB
26 - Data Visualization/013 Stacked Area Chart - How to Create a Stacked Area Chart Using Python.mp4 25.04 MB
26 - Data Visualization/013 Stacked Area Chart - How to Create a Stacked Area Chart Using Python_en.vtt 6.8 KB
26 - Data Visualization/014 Stacked Area Chart - Interpreting the Stacked Area Graph.mp4 9.6 MB
26 - Data Visualization/014 Stacked Area Chart - Interpreting the Stacked Area Graph_en.vtt 2.99 KB
26 - Data Visualization/015 Stacked Area Chart - How to Make a Good Stacked Area Chart.mp4 12.62 MB
26 - Data Visualization/015 Stacked Area Chart - How to Make a Good Stacked Area Chart_en.vtt 4.58 KB
26 - Data Visualization/016 Line Chart - Introduction - General Theory. Getting to Know the Dataset.mp4 5.05 MB
26 - Data Visualization/016 Line Chart - Introduction - General Theory. Getting to Know the Dataset_en.vtt 2.36 KB
26 - Data Visualization/017 Line Chart - How to Create a Line Chart in Python.mp4 40.29 MB
26 - Data Visualization/017 Line Chart - How to Create a Line Chart in Python_en.vtt 7.05 KB
26 - Data Visualization/018 Line Chart - Interpretation.mp4 32.7 MB
26 - Data Visualization/018 Line Chart - Interpretation_en.vtt 3.58 KB
26 - Data Visualization/019 Line Chart - How to Make a Good Line Chart.mp4 27.18 MB
26 - Data Visualization/019 Line Chart - How to Make a Good Line Chart_en.vtt 7.82 KB
26 - Data Visualization/020 Histogram - Introduction - General Theory. Getting to Know the Dataset.mp4 14.34 MB
26 - Data Visualization/020 Histogram - Introduction - General Theory. Getting to Know the Dataset_en.vtt 5.29 KB
26 - Data Visualization/021 Histogram - How to Create a Histogram Using Python.mp4 14.59 MB
26 - Data Visualization/021 Histogram - How to Create a Histogram Using Python_en.vtt 5.15 KB
26 - Data Visualization/022 Histogram – Interpreting the Histogram.mp4 4.88 MB
26 - Data Visualization/022 Histogram – Interpreting the Histogram_en.vtt 2.33 KB
26 - Data Visualization/023 Histogram – Choosing the Number of Bins in a Histogram.mp4 21.1 MB
26 - Data Visualization/023 Histogram – Choosing the Number of Bins in a Histogram_en.vtt 6.18 KB
26 - Data Visualization/024 Histogram - How to Make a Good Histogram.mp4 21.69 MB
26 - Data Visualization/024 Histogram - How to Make a Good Histogram_en.vtt 5.71 KB
26 - Data Visualization/025 Scatter Plot - Introduction - General Theory. Getting to Know the Dataset.mp4 8.74 MB
26 - Data Visualization/025 Scatter Plot - Introduction - General Theory. Getting to Know the Dataset_en.vtt 3.07 KB
26 - Data Visualization/026 Scatter Plot - How to Create a Scatter Plot Using Python.mp4 29.78 MB
26 - Data Visualization/026 Scatter Plot - How to Create a Scatter Plot Using Python_en.vtt 8.09 KB
26 - Data Visualization/027 Scatter Plot – Interpreting the Scatter Plot.mp4 10.21 MB
26 - Data Visualization/027 Scatter Plot – Interpreting the Scatter Plot_en.vtt 3.44 KB
26 - Data Visualization/028 Scatter Plot - How to Make a Good Scatter Plot.mp4 18.63 MB
26 - Data Visualization/028 Scatter Plot - How to Make a Good Scatter Plot_en.vtt 3.76 KB
26 - Data Visualization/029 Regression Plot - Introduction - General Theory. Getting to Know the Dataset.mp4 9.38 MB
26 - Data Visualization/029 Regression Plot - Introduction - General Theory. Getting to Know the Dataset_en.vtt 3.38 KB
26 - Data Visualization/030 Regression Plot - How to Create a Regression Scatter Plot Using Python.mp4 21.75 MB
26 - Data Visualization/030 Regression Plot - How to Create a Regression Scatter Plot Using Python_en.vtt 6.71 KB
26 - Data Visualization/031 Regression Plot – Interpreting the Regression Scatter Plot.mp4 17.43 MB
26 - Data Visualization/031 Regression Plot – Interpreting the Regression Scatter Plot_en.vtt 5.17 KB
26 - Data Visualization/032 Regression Plot - How to Make a Good Regression Plot.mp4 12.35 MB
26 - Data Visualization/032 Regression Plot - How to Make a Good Regression Plot_en.vtt 3.86 KB
26 - Data Visualization/033 Bar and Line Chart - Introduction - General Theory. Getting to Know the Dataset.mp4 9.35 MB
26 - Data Visualization/033 Bar and Line Chart - Introduction - General Theory. Getting to Know the Dataset_en.vtt 3.74 KB
26 - Data Visualization/034 Bar and Line Chart - How to Create a Combination Bar and Line Graph Using Python.mp4 26.31 MB
26 - Data Visualization/034 Bar and Line Chart - How to Create a Combination Bar and Line Graph Using Python_en.vtt 7.3 KB
26 - Data Visualization/035 Bar and Line Chart – Interpreting the Combination Bar and Line Graph.mp4 7.74 MB
26 - Data Visualization/035 Bar and Line Chart – Interpreting the Combination Bar and Line Graph_en.vtt 2.93 KB
26 - Data Visualization/036 Bar and Line Chart – How to Make a Good Bar and Line Graph.mp4 16.13 MB
26 - Data Visualization/036 Bar and Line Chart – How to Make a Good Bar and Line Graph_en.vtt 4.59 KB
26 - Data Visualization/037 Data Visualization - Exercise.html 927 B
26 - Data Visualization/32906196-Data-Viz-Notebook-Template.ipynb 5.44 KB
26 - Data Visualization/32906202-Data-Viz-Homework-Notebook.ipynb 11.79 KB
26 - Data Visualization/32906208-Data-Visualization-Course-Notes.pdf 1.67 MB
26 - Data Visualization/32906548-Data-Viz-Homework-Solution-Notebook.ipynb 687.58 KB
26 - Data Visualization/32906550-Data-Viz-Notebook-with-Comments.ipynb 26.15 KB
26 - Data Visualization/external-assets-links.txt 2 KB
27 - Conclusion/001 Conclusion.mp4 16.19 MB
27 - Conclusion/001 Conclusion_en.vtt 3.03 KB
[CourseClub.Me].url 122 B
[GigaCourse.Com].url 49 B
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