课程目录

• 01 – Introduction
• 001 Introduction
• 001 Introduction.srt
• 001 Introduction_en.srt
• 002 (Optional – Skip if you know this) Windows Command Prompt Primer
• 002 (Optional – Skip if you know this) Windows Command Prompt Primer.srt
• 002 (Optional – Skip if you know this) Windows Command Prompt Primer_en.srt
• 02 – Running Python
• 001 Introduction
• 001 Introduction.srt
• 001 Introduction_en.srt
• 002 What is Python
• 002 What is Python.srt
• 002 What is Python_en.srt
• 003 Installing Python
• 003 Installing Python.srt
• 003 Installing Python_en.srt
• 004 Installation – Mac
• 004 Installation – Mac.srt
• 004 Installation – Mac_en.srt
• 005 Installation – Windows
• 005 Installation – Windows.srt
• 005 Installation – Windows_en.srt
• 006 Using the Windows Python Launcher
• 006 Using the Windows Python Launcher.srt
• 006 Using the Windows Python Launcher_en.srt
• 007 Course Materials (Jupyter Notebooks).html
• 008 Course Materials (Slides).html
• 009 Virtual Environments – What Why How Overview
• 009 Virtual Environments – What Why How Overview.srt
• 009 Virtual Environments – What Why How Overview_en.srt
• 010 Virtual Environments
• 010 Virtual Environments.srt
• 010 Virtual Environments_en.srt
• 011 Creating Virtual Environments – Mac & Linux
• 011 Creating Virtual Environments – Mac & Linux.srt
• 011 Creating Virtual Environments – Mac & Linux_en.srt
• 012 Creating Virtual Environments – Windows
• 012 Creating Virtual Environments – Windows.srt
• 012 Creating Virtual Environments – Windows_en.srt
• 013 Installing Packages – Lecture
• 013 Installing Packages – Lecture.srt
• 013 Installing Packages – Lecture_en.srt
• 014 Installing Packages – Coding
• 014 Installing Packages – Coding.srt
• 014 Installing Packages – Coding_en.srt
• 015 Running Python – Lecture
• 015 Running Python – Lecture.srt
• 015 Running Python – Lecture_en.srt
• 016 Running Python – Coding
• 016 Running Python – Coding.srt
• 016 Running Python – Coding_en.srt
• 03 – Python Basics
• 001 Introduction – Python Basics
• 001 Introduction – Python Basics.srt
• 001 Introduction – Python Basics_en.srt
• 002 Basic Data Types – Lecture
• 002 Basic Data Types – Lecture.srt
• 002 Basic Data Types – Lecture_en.srt
• 003 Basic Data Types – Coding
• 003 Basic Data Types – Coding.srt
• 003 Basic Data Types – Coding_en.srt
• 004 Objects – Lecture
• 004 Objects – Lecture.srt
• 004 Objects – Lecture_en.srt
• 005 Objects – Coding
• 005 Objects – Coding.srt
• 005 Objects – Coding_en.srt
• 006 Variables – Lecture
• 006 Variables – Lecture.srt
• 006 Variables – Lecture_en.srt
• 007 Variables – Coding
• 007 Variables – Coding.srt
• 007 Variables – Coding_en.srt
• 008 Arithmetic Operators – Lecture
• 008 Arithmetic Operators – Lecture.srt
• 008 Arithmetic Operators – Lecture_en.srt
• 009 Arithmetic Operators – Coding
• 009 Arithmetic Operators – Coding.srt
• 009 Arithmetic Operators – Coding_en.srt
• 010 Operator Precedence – Lecture
• 010 Operator Precedence – Lecture.srt
• 010 Operator Precedence – Lecture_en.srt
• 011 Operator Precedence – Coding
• 011 Operator Precedence – Coding.srt
• 011 Operator Precedence – Coding_en.srt
• 012 Integer Division and Modulus – Lecture
• 012 Integer Division and Modulus – Lecture.srt
• 012 Integer Division and Modulus – Lecture_en.srt
• 013 Integer Division and Modulus – Coding
• 013 Integer Division and Modulus – Coding.srt
• 013 Integer Division and Modulus – Coding_en.srt
• 014 Comparison Operators – Lecture
• 014 Comparison Operators – Lecture.srt
• 014 Comparison Operators – Lecture_en.srt
• 015 Comparison Operators – Coding
• 015 Comparison Operators – Coding.srt
• 015 Comparison Operators – Coding_en.srt
• 016 Boolean Operators – Lecture
• 016 Boolean Operators – Lecture.srt
• 016 Boolean Operators – Lecture_en.srt
• 017 Boolean Operators – Coding
• 017 Boolean Operators – Coding.srt
• 017 Boolean Operators – Coding_en.srt
• 018 Exercises.html
• 04 – Conditional Execution
• 001 Introduction – Conditional Execution
• 001 Introduction – Conditional Execution.srt
• 001 Introduction – Conditional Execution_en.srt
• 002 if…else… – Lecture
• 002 if…else… – Lecture.srt
• 002 if…else… – Lecture_en.srt
• 003 if…else… – Coding
• 003 if…else… – Coding.srt
• 003 if…else… – Coding_en.srt
• 004 elif – Lecture
• 004 elif – Lecture.srt
• 004 elif – Lecture_en.srt
• 005 elif – Coding
• 005 elif – Coding.srt
• 005 elif – Coding_en.srt
• 006 Ternary Conditional Operator – Lecture
• 006 Ternary Conditional Operator – Lecture.srt
• 006 Ternary Conditional Operator – Lecture_en.srt
• 007 Ternary Conditional Operator – Coding
• 007 Ternary Conditional Operator – Coding.srt
• 007 Ternary Conditional Operator – Coding_en.srt
• 008 Exercises.html
• 05 – Sequence Types
• 001 Introduction – Sequence Types
• 001 Introduction – Sequence Types.srt
• 001 Introduction – Sequence Types_en.srt
• 002 Lists – Lecture
• 002 Lists – Lecture.srt
• 002 Lists – Lecture_en.srt
• 003 Lists – Coding
• 003 Lists – Coding.srt
• 003 Lists – Coding_en.srt
• 004 Tuples – Lecture
• 004 Tuples – Lecture.srt
• 004 Tuples – Lecture_en.srt
• 005 Tuples – Coding
• 005 Tuples – Coding.srt
• 005 Tuples – Coding_en.srt
• 006 Strings – Lecture
• 006 Strings – Lecture.srt
• 006 Strings – Lecture_en.srt
• 007 Strings – Coding
• 007 Strings – Coding.srt
• 007 Strings – Coding_en.srt
• 008 Slicing – Lecture
• 008 Slicing – Lecture.srt
• 008 Slicing – Lecture_en.srt
• 009 Slicing – Coding
• 009 Slicing – Coding.srt
• 009 Slicing – Coding_en.srt
• 010 Manipulating Sequences – Lecture
• 010 Manipulating Sequences – Lecture.srt
• 010 Manipulating Sequences – Lecture_en.srt
• 011 Manipulating Sequences – Coding
• 011 Manipulating Sequences – Coding.srt
• 011 Manipulating Sequences – Coding_en.srt
• 012 Copying Sequences – Lecture
• 012 Copying Sequences – Lecture.srt
• 012 Copying Sequences – Lecture_en.srt
• 013 Copying Sequences – Coding
• 013 Copying Sequences – Coding.srt
• 013 Copying Sequences – Coding_en.srt
• 014 Unpacking Sequences – Lecture
• 014 Unpacking Sequences – Lecture.srt
• 014 Unpacking Sequences – Lecture_en.srt
• 015 Unpacking Sequences – Coding
• 015 Unpacking Sequences – Coding.srt
• 015 Unpacking Sequences – Coding_en.srt
• 016 Exercises.html
• 06 – Strings
• 001 Introduction – Strings
• 001 Introduction – Strings.srt
• 001 Introduction – Strings_en.srt
• 002 Unicode – Lecture
• 002 Unicode – Lecture.srt
• 002 Unicode – Lecture_en.srt
• 003 Unicode – Coding
• 003 Unicode – Coding.srt
• 003 Unicode – Coding_en.srt
• 004 Common String Methods – Lecture
• 004 Common String Methods – Lecture.srt
• 004 Common String Methods – Lecture_en.srt
• 005 Common String Methods – Coding
• 005 Common String Methods – Coding.srt
• 005 Common String Methods – Coding_en.srt
• 006 String Interpolation – Lecture
• 006 String Interpolation – Lecture.srt
• 006 String Interpolation – Lecture_en.srt
• 007 String Interpolation – Coding
• 007 String Interpolation – Coding.srt
• 007 String Interpolation – Coding_en.srt
• 008 Exercises.html
• 07 – Iteration
• 001 Introduction – Iteration
• 001 Introduction – Iteration.srt
• 001 Introduction – Iteration_en.srt
• 002 The range Function – Lecture
• 002 The range Function – Lecture.srt
• 002 The range Function – Lecture_en.srt
• 003 The range Function – Coding
• 003 The range Function – Coding.srt
• 003 The range Function – Coding_en.srt
• 004 For Loops – Lecture
• 004 For Loops – Lecture.srt
• 004 For Loops – Lecture_en.srt
• 005 For loops – Coding
• 005 For loops – Coding.srt
• 005 For loops – Coding_en.srt
• 006 While Loops – Lecture
• 006 While Loops – Lecture.srt
• 006 While Loops – Lecture_en.srt
• 007 While Loops – Coding
• 007 While Loops – Coding.srt
• 007 While Loops – Coding_en.srt
• 008 Continue, Break and Else – Lecture
• 008 Continue, Break and Else – Lecture.srt
• 008 Continue, Break and Else – Lecture_en.srt
• 009 Continue, Break and Else – Coding
• 009 Continue, Break and Else – Coding.srt
• 009 Continue, Break and Else – Coding_en.srt
• 010 Exercises.html
• 08 – Dictionaries
• 001 Introduction – Dictionaries
• 001 Introduction – Dictionaries.srt
• 001 Introduction – Dictionaries_en.srt
• 002 Associative Arrays and Dictionaries – Lecture
• 002 Associative Arrays and Dictionaries – Lecture.srt
• 002 Associative Arrays and Dictionaries – Lecture_en.srt
• 003 Associative Arrays and Dictionaries – Coding
• 003 Associative Arrays and Dictionaries – Coding.srt
• 003 Associative Arrays and Dictionaries – Coding_en.srt
• 004 Iterating Dictionaries – Lecture
• 004 Iterating Dictionaries – Lecture.srt
• 004 Iterating Dictionaries – Lecture_en.srt
• 005 Iterating Dictionaries – Coding
• 005 Iterating Dictionaries – Coding.srt
• 005 Iterating Dictionaries – Coding_en.srt
• 006 Working with Dictionaries – Lecture
• 006 Working with Dictionaries – Lecture.srt
• 006 Working with Dictionaries – Lecture_en.srt
• 007 Working with Dictionaries – Coding
• 007 Working with Dictionaries – Coding.srt
• 007 Working with Dictionaries – Coding_en.srt
• 008 Exercises.html
• 09 – Sets
• 001 Introduction – Sets
• 001 Introduction – Sets.srt
• 001 Introduction – Sets_en.srt
• 002 Python Sets – Lecture
• 002 Python Sets – Lecture.srt
• 002 Python Sets – Lecture_en.srt
• 003 Python Sets – Coding
• 003 Python Sets – Coding.srt
• 003 Python Sets – Coding_en.srt
• 004 Common Set Operations – Lecture
• 004 Common Set Operations – Lecture.srt
• 004 Common Set Operations – Lecture_en.srt
• 005 Common Set Operations – Coding
• 005 Common Set Operations – Coding.srt
• 005 Common Set Operations – Coding_en.srt
• 006 Exercises.html
• 10 – Comprehensions
• 001 Introduction – Comprehensions
• 001 Introduction – Comprehensions.srt
• 001 Introduction – Comprehensions_en.srt
• 002 List Comprehensions – Lecture
• 002 List Comprehensions – Lecture.srt
• 002 List Comprehensions – Lecture_en.srt
• 003 List Comprehensions – Coding
• 003 List Comprehensions – Coding.srt
• 003 List Comprehensions – Coding_en.srt
• 004 Dictionary and Set Comprehensions – Lecture
• 004 Dictionary and Set Comprehensions – Lecture.srt
• 004 Dictionary and Set Comprehensions – Lecture_en.srt
• 005 Dictionary and Set Comprehensions – Coding
• 005 Dictionary and Set Comprehensions – Coding.srt
• 005 Dictionary and Set Comprehensions – Coding_en.srt
• 006 Exercises.html
• 11 – Exceptions
• 001 Introduction – Exceptions
• 001 Introduction – Exceptions.srt
• 001 Introduction – Exceptions_en.srt
• 002 Raising Exceptions – Lecture
• 002 Raising Exceptions – Lecture.srt
• 002 Raising Exceptions – Lecture_en.srt
• 003 Raising Exceptions – Coding
• 003 Raising Exceptions – Coding.srt
• 003 Raising Exceptions – Coding_en.srt
• 004 Handling Exceptions – Lecture
• 004 Handling Exceptions – Lecture.srt
• 004 Handling Exceptions – Lecture_en.srt
• 005 Handling Exceptions – Coding
• 005 Handling Exceptions – Coding.srt
• 005 Handling Exceptions – Coding_en.srt
• 006 Exercises.html
• 12 – Iterables and Iterators
• 001 Introduction – Iterables and Iterators
• 001 Introduction – Iterables and Iterators.srt
• 001 Introduction – Iterables and Iterators_en.srt
• 002 Iterables and Iterators – Lecture
• 002 Iterables and Iterators – Lecture.srt
• 002 Iterables and Iterators – Lecture_en.srt
• 003 Iterables and Iterators – Coding
• 003 Iterables and Iterators – Coding.srt
• 003 Iterables and Iterators – Coding_en.srt
• 004 Generators – Lecture
• 004 Generators – Lecture.srt
• 004 Generators – Lecture_en.srt
• 005 Generators – Coding
• 005 Generators – Coding.srt
• 005 Generators – Coding_en.srt
• 006 Exercises.html
• 13 – Functions
• 001 Introduction – Functions
• 001 Introduction – Functions.srt
• 001 Introduction – Functions_en.srt
• 002 Custom Functions – Lecture
• 002 Custom Functions – Lecture.srt
• 002 Custom Functions – Lecture_en.srt
• 003 Custom Functions – Coding
• 003 Custom Functions – Coding.srt
• 003 Custom Functions – Coding_en.srt
• 004 Star Arguments – Lecture
• 004 Star Arguments – Lecture.srt
• 004 Star Arguments – Lecture_en.srt
• 005 Star Arguments – Coding
• 005 Star Arguments – Coding.srt
• 005 Star Arguments – Coding_en.srt
• 006 Default Values – Lecture
• 006 Default Values – Lecture.srt
• 006 Default Values – Lecture_en.srt
• 007 Default Values – Coding
• 007 Default Values – Coding.srt
• 007 Default Values – Coding_en.srt
• 008 Keyword-Only Arguments – Lecture
• 008 Keyword-Only Arguments – Lecture.srt
• 008 Keyword-Only Arguments – Lecture_en.srt
• 009 Keyword-Only Arguments – Coding
• 009 Keyword-Only Arguments – Coding.srt
• 009 Keyword-Only Arguments – Coding_en.srt
• 010 Lambda Functions – Lecture
• 010 Lambda Functions – Lecture.srt
• 010 Lambda Functions – Lecture_en.srt
• 011 Lambda Functions – Coding
• 011 Lambda Functions – Coding.srt
• 011 Lambda Functions – Coding_en.srt
• 012 Exercises.html
• 14 – Some Additional Functions
• 001 Introduction – Some Additional Functions
• 001 Introduction – Some Additional Functions.srt
• 001 Introduction – Some Additional Functions_en.srt
• 002 round – Lecture
• 002 round – Lecture.srt
• 002 round – Lecture_en.srt
• 003 round – Coding
• 003 round – Coding.srt
• 003 round – Coding_en.srt
• 004 sorted, min, max – Lecture
• 004 sorted, min, max – Lecture.srt
• 004 sorted, min, max – Lecture_en.srt
• 005 sorted, min, max – Coding
• 005 sorted, min, max – Coding.srt
• 005 sorted, min, max – Coding_en.srt
• 006 zip – Lecture
• 006 zip – Lecture.srt
• 006 zip – Lecture_en.srt
• 007 zip – Coding
• 007 zip – Coding.srt
• 007 zip – Coding_en.srt
• 008 Exercises.html
• 15 – Knowledge Check 1
• 001 Test.html
• 002 Answers.html
• 16 – Higher Order Functions
• 001 Introduction – Higher Order Functions
• 001 Introduction – Higher Order Functions.srt
• 001 Introduction – Higher Order Functions_en.srt
• 002 Passing and Returning Functions – Lecture
• 002 Passing and Returning Functions – Lecture.srt
• 002 Passing and Returning Functions – Lecture_en.srt
• 003 Passing and Returning Functions – Coding
• 003 Passing and Returning Functions – Coding.srt
• 003 Passing and Returning Functions – Coding_en.srt
• 004 map – Lecture
• 004 map – Lecture.srt
• 004 map – Lecture_en.srt
• 005 map – Coding
• 005 map – Coding.srt
• 005 map – Coding_en.srt
• 006 Closures – Lecture
• 006 Closures – Lecture.srt
• 006 Closures – Lecture_en.srt
• 007 Closures – Coding
• 007 Closures – Coding.srt
• 007 Closures – Coding_en.srt
• 008 Exercises.html
• 17 – Sorting and Filtering
• 001 Introduction – Sorting and Filtering
• 001 Introduction – Sorting and Filtering.srt
• 001 Introduction – Sorting and Filtering_en.srt
• 002 Filtering – Lecture
• 002 Filtering – Lecture.srt
• 002 Filtering – Lecture_en.srt
• 003 Filtering – Coding
• 003 Filtering – Coding.srt
• 003 Filtering – Coding_en.srt
• 004 Sorting – Lecture
• 004 Sorting – Lecture.srt
• 004 Sorting – Lecture_en.srt
• 005 Sorting – Coding
• 005 Sorting – Coding.srt
• 005 Sorting – Coding_en.srt
• 006 min and max – Lecture
• 006 min and max – Lecture.srt
• 006 min and max – Lecture_en.srt
• 007 min and max – Coding
• 007 min and max – Coding.srt
• 007 min and max – Coding_en.srt
• 008 Exercises.html
• 18 – Decorators
• 001 Introduction – Decorators
• 001 Introduction – Decorators.srt
• 001 Introduction – Decorators_en.srt
• 002 Decorators – Lecture
• 002 Decorators – Lecture.srt
• 002 Decorators – Lecture_en.srt
• 003 Decorators – Coding
• 003 Decorators – Coding.srt
• 003 Decorators – Coding_en.srt
• 004 LRU Cache – Lecture
• 004 LRU Cache – Lecture.srt
• 004 LRU Cache – Lecture_en.srt
• 005 LRU Cache – Coding
• 005 LRU Cache – Coding.srt
• 005 LRU Cache – Coding_en.srt
• 006 Exercises.html
• 19 – Text Files
• 001 Introduction – Text Files
• 001 Introduction – Text Files.srt
• 001 Introduction – Text Files_en.srt
• 002 Reading Text Files – Lecture
• 002 Reading Text Files – Lecture.srt
• 002 Reading Text Files – Lecture_en.srt
• 003 Reading Text Files – Coding
• 003 Reading Text Files – Coding.srt
• 003 Reading Text Files – Coding_en.srt
• 004 Writing Text Files – Lecture
• 004 Writing Text Files – Lecture.srt
• 004 Writing Text Files – Lecture_en.srt
• 005 Writing Text Files – Coding
• 005 Writing Text Files – Coding.srt
• 005 Writing Text Files – Coding_en.srt
• 006 Exercises.html
• 20 – Modules and Imports
• 001 Introduction – Modules and Imports
• 001 Introduction – Modules and Imports.srt
• 001 Introduction – Modules and Imports_en.srt
• 002 Basic Imports – Lecture
• 002 Basic Imports – Lecture.srt
• 002 Basic Imports – Lecture_en.srt
• 003 Basic Imports – Coding
• 003 Basic Imports – Coding.srt
• 003 Basic Imports – Coding_en.srt
• 004 Import Variants – Lecture
• 004 Import Variants – Lecture.srt
• 004 Import Variants – Lecture_en.srt
• 005 Import Variants – Coding
• 005 Import Variants – Coding.srt
• 005 Import Variants – Coding_en.srt
• 006 Exercises.html
• 21 – Dates and Times
• 001 Introduction – Dates and Times
• 001 Introduction – Dates and Times.srt
• 001 Introduction – Dates and Times_en.srt
• 002 The time Module – Lecture
• 002 The time Module – Lecture.srt
• 002 The time Module – Lecture_en.srt
• 003 The time Module – Coding
• 003 The time Module – Coding.srt
• 003 The time Module – Coding_en.srt
• 004 The datetime Module – Lecture
• 004 The datetime Module – Lecture.srt
• 004 The datetime Module – Lecture_en.srt
• 005 The datetime Module – Coding
• 005 The datetime Module – Coding.srt
• 005 The datetime Module – Coding_en.srt
• 006 Date Arithmetic – Lecture
• 006 Date Arithmetic – Lecture.srt
• 006 Date Arithmetic – Lecture_en.srt
• 007 Date Arithmetic – Coding
• 007 Date Arithmetic – Coding.srt
• 007 Date Arithmetic – Coding_en.srt
• 008 Naive and Aware Times – Lecture
• 008 Naive and Aware Times – Lecture.srt
• 008 Naive and Aware Times – Lecture_en.srt
• 009 Naive and Aware Times – Coding
• 009 Naive and Aware Times – Coding.srt
• 009 Naive and Aware Times – Coding_en.srt
• 010 Custom Representations – Lecture
• 010 Custom Representations – Lecture.srt
• 010 Custom Representations – Lecture_en.srt
• 011 Custom Representations – Coding
• 011 Custom Representations – Coding.srt
• 011 Custom Representations – Coding_en.srt
• 012 Exercises.html
• 22 – CSV Module
• 001 Introduction – CSV Module
• 001 Introduction – CSV Module.srt
• 001 Introduction – CSV Module_en.srt
• 002 Reading CSV Files – Lecture
• 002 Reading CSV Files – Lecture.srt
• 002 Reading CSV Files – Lecture_en.srt
• 003 Reading CSV Files – Coding
• 003 Reading CSV Files – Coding.srt
• 003 Reading CSV Files – Coding_en.srt
• 004 Dialects – Lecture
• 004 Dialects – Lecture.srt
• 004 Dialects – Lecture_en.srt
• 005 Dialects – Coding
• 005 Dialects – Coding.srt
• 005 Dialects – Coding_en.srt
• 006 More Examples Reading CSV Files – Lecture
• 006 More Examples Reading CSV Files – Lecture.srt
• 006 More Examples Reading CSV Files – Lecture_en.srt
• 007 More Examples Reading CSV Files – Coding
• 007 More Examples Reading CSV Files – Coding.srt
• 007 More Examples Reading CSV Files – Coding_en.srt
• 008 Writing CSV Files – Lecture
• 008 Writing CSV Files – Lecture.srt
• 008 Writing CSV Files – Lecture_en.srt
• 009 Writing CSV Files – Coding
• 009 Writing CSV Files – Coding.srt
• 009 Writing CSV Files – Coding_en.srt
• 010 Exercises.html
• 23 – Random Module
• 001 Introduction – Random Module
• 001 Introduction – Random Module.srt
• 001 Introduction – Random Module_en.srt
• 002 Random Numbers – Lecture
• 002 Random Numbers – Lecture.srt
• 002 Random Numbers – Lecture_en.srt
• 003 Random Numbers – Coding
• 003 Random Numbers – Coding.srt
• 003 Random Numbers – Coding_en.srt
• 004 Sampling and Shuffling – Lecture
• 004 Sampling and Shuffling – Lecture.srt
• 004 Sampling and Shuffling – Lecture_en.srt
• 005 Sampling and Shuffling – Coding
• 005 Sampling and Shuffling – Coding.srt
• 005 Sampling and Shuffling – Coding_en.srt
• 006 Exercises.html
• 24 – Math and Statistics Modules
• 001 Introduction – Math and Statistics Modules
• 001 Introduction – Math and Statistics Modules.srt
• 001 Introduction – Math and Statistics Modules_en.srt
• 002 Math Module – Lecture
• 002 Math Module – Lecture.srt
• 002 Math Module – Lecture_en.srt
• 003 Math Module – Coding
• 003 Math Module – Coding.srt
• 003 Math Module – Coding_en.srt
• 004 Statistics Module – Lecture
• 004 Statistics Module – Lecture.srt
• 004 Statistics Module – Lecture_en.srt
• 005 Statistics Module – Coding
• 005 Statistics Module – Coding.srt
• 005 Statistics Module – Coding_en.srt
• 006 Exercises.html
• 25 – Decimal Module
• 001 Introduction – Decimal Module
• 001 Introduction – Decimal Module.srt
• 001 Introduction – Decimal Module_en.srt
• 002 Decimal Objects – Lecture
• 002 Decimal Objects – Lecture.srt
• 002 Decimal Objects – Lecture_en.srt
• 003 Decimal Objects – Coding
• 003 Decimal Objects – Coding.srt
• 003 Decimal Objects – Coding_en.srt
• 004 Arithmetic Contexts – Lecture
• 004 Arithmetic Contexts – Lecture.srt
• 004 Arithmetic Contexts – Lecture_en.srt
• 005 Arithmetic Contexts – Coding
• 005 Arithmetic Contexts – Coding.srt
• 005 Arithmetic Contexts – Coding_en.srt
• 006 Exercises.html
• 26 – Custom Classes
• 001 Introduction – Custom Classes
• 001 Introduction – Custom Classes.srt
• 001 Introduction – Custom Classes_en.srt
• 002 Defining Classes – Lecture
• 002 Defining Classes – Lecture.srt
• 002 Defining Classes – Lecture_en.srt
• 003 Defining Classes – Coding
• 003 Defining Classes – Coding.srt
• 003 Defining Classes – Coding_en.srt
• 004 Initializing Classes – Lecture
• 004 Initializing Classes – Lecture.srt
• 004 Initializing Classes – Lecture_en.srt
• 005 Initializing Classes – Coding
• 005 Initializing Classes – Coding.srt
• 005 Initializing Classes – Coding_en.srt
• 006 Instance Methods – Lecture
• 006 Instance Methods – Lecture.srt
• 006 Instance Methods – Lecture_en.srt
• 007 Instance Methods – Coding
• 007 Instance Methods – Coding.srt
• 007 Instance Methods – Coding_en.srt
• 008 Special Methods – Lecture
• 008 Special Methods – Lecture.srt
• 008 Special Methods – Lecture_en.srt
• 009 Special Methods – Coding
• 009 Special Methods – Coding.srt
• 009 Special Methods – Coding_en.srt
• 010 Properties – Lecture
• 010 Properties – Lecture.srt
• 010 Properties – Lecture_en.srt
• 011 Properties – Coding
• 011 Properties – Coding.srt
• 011 Properties – Coding_en.srt
• 012 Exercises.html
• 27 – Knowledge Check 2
• 001 Test.html
• 002 Answers.html
• 28 – 3rd Party Libraries
• 001 Introduction – 3rd Party Libraries
• 001 Introduction – 3rd Party Libraries.srt
• 001 Introduction – 3rd Party Libraries_en.srt
• 002 The pytz Library – Lecture
• 002 The pytz Library – Lecture.srt
• 002 The pytz Library – Lecture_en.srt
• 003 The pytz Library – Coding
• 003 The pytz Library – Coding.srt
• 003 The pytz Library – Coding_en.srt
• 004 The dateutil Library – Lecture
• 004 The dateutil Library – Lecture.srt
• 004 The dateutil Library – Lecture_en.srt
• 005 The dateutil Library – Coding
• 005 The dateutil Library – Coding.srt
• 005 The dateutil Library – Coding_en.srt
• 006 JSON Data – Lecture
• 006 JSON Data – Lecture.srt
• 006 JSON Data – Lecture_en.srt
• 007 JSON Data – Coding
• 007 JSON Data – Coding.srt
• 007 JSON Data – Coding_en.srt
• 008 REST APIs – Lecture
• 008 REST APIs – Lecture.srt
• 008 REST APIs – Lecture_en.srt
• 009 REST APIs – Coding
• 009 REST APIs – Coding.srt
• 009 REST APIs – Coding_en.srt
• 010 The requests Library – Lecture
• 010 The requests Library – Lecture.srt
• 010 The requests Library – Lecture_en.srt
• 011 The requests Library – Coding
• 011 The requests Library – Coding.srt
• 011 The requests Library – Coding_en.srt
• 012 Exercises.html
• 29 – NumPy
• 001 Introduction – NumPy
• 001 Introduction – NumPy.srt
• 001 Introduction – NumPy_en.srt
• 002 Creating Arrays from Lists – Lecture
• 002 Creating Arrays from Lists – Lecture.srt
• 002 Creating Arrays from Lists – Lecture_en.srt
• 003 Creating Arrays from Lists – Coding
• 003 Creating Arrays from Lists – Coding.srt
• 003 Creating Arrays from Lists – Coding_en.srt
• 004 Creating Arrays from Scratch – Lecture
• 004 Creating Arrays from Scratch – Lecture.srt
• 004 Creating Arrays from Scratch – Lecture_en.srt
• 005 Creating Arrays from Scratch – Coding
• 005 Creating Arrays from Scratch – Coding.srt
• 005 Creating Arrays from Scratch – Coding_en.srt
• 006 Reshaping Arrays – Lecture
• 006 Reshaping Arrays – Lecture.srt
• 006 Reshaping Arrays – Lecture_en.srt
• 007 Reshaping Arrays – Coding
• 007 Reshaping Arrays – Coding.srt
• 007 Reshaping Arrays – Coding_en.srt
• 008 Stacking Arrays – Lecture
• 008 Stacking Arrays – Lecture.srt
• 008 Stacking Arrays – Lecture_en.srt
• 009 Stacking Arrays – Coding
• 009 Stacking Arrays – Coding.srt
• 009 Stacking Arrays – Coding_en.srt
• 010 Indexing – Lecture
• 010 Indexing – Lecture.srt
• 010 Indexing – Lecture_en.srt
• 011 Indexing – Coding
• 011 Indexing – Coding.srt
• 011 Indexing – Coding_en.srt
• 012 Slicing – Lecture
• 012 Slicing – Lecture.srt
• 012 Slicing – Lecture_en.srt
• 013 Slicing – Coding
• 013 Slicing – Coding.srt
• 013 Slicing – Coding_en.srt
• 014 Fancy Indexing – Lecture
• 014 Fancy Indexing – Lecture.srt
• 014 Fancy Indexing – Lecture_en.srt
• 015 Fancy Indexing – Coding
• 015 Fancy Indexing – Coding.srt
• 015 Fancy Indexing – Coding_en.srt
• 016 Masking – Lecture
• 016 Masking – Lecture.srt
• 016 Masking – Lecture_en.srt
• 017 Masking – Coding
• 017 Masking – Coding.srt
• 017 Masking – Coding_en.srt
• 018 Universal Functions – Lecture
• 018 Universal Functions – Lecture.srt
• 018 Universal Functions – Lecture_en.srt
• 019 Universal Functions – Coding
• 019 Universal Functions – Coding.srt
• 019 Universal Functions – Coding_en.srt
• 020 Additional Math and Stats Functions – Lecture
• 020 Additional Math and Stats Functions – Lecture.srt
• 020 Additional Math and Stats Functions – Lecture_en.srt
• 021 Additional Math and Stats Functions – Coding
• 021 Additional Math and Stats Functions – Coding.srt
• 021 Additional Math and Stats Functions – Coding_en.srt
• 022 Exercises.html
• 30 – Pandas
• 001 Introduction – Pandas
• 001 Introduction – Pandas.srt
• 001 Introduction – Pandas_en.srt
• 002 Indexes – Lecture
• 002 Indexes – Lecture.srt
• 002 Indexes – Lecture_en.srt
• 003 Indexes – Coding
• 003 Indexes – Coding.srt
• 003 Indexes – Coding_en.srt
• 004 Series – Lecture
• 004 Series – Lecture.srt
• 004 Series – Lecture_en.srt
• 005 Series – Coding
• 005 Series – Coding.srt
• 005 Series – Coding_en.srt
• 006 DataFrames – Lecture
• 006 DataFrames – Lecture.srt
• 006 DataFrames – Lecture_en.srt
• 007 DataFrames – Coding
• 007 DataFrames – Coding.srt
• 007 DataFrames – Coding_en.srt
• 008 Selecting Data – Lecture
• 008 Selecting Data – Lecture.srt
• 008 Selecting Data – Lecture_en.srt
• 009 Selecting Data – Coding
• 009 Selecting Data – Coding.srt
• 009 Selecting Data – Coding_en.srt
• 010 Missing Data – Lecture
• 010 Missing Data – Lecture.srt
• 010 Missing Data – Lecture_en.srt
• 011 Missing Data – Coding
• 011 Missing Data – Coding.srt
• 011 Missing Data – Coding_en.srt
• 012 Loading Data – Lecture
• 012 Loading Data – Lecture.srt
• 012 Loading Data – Lecture_en.srt
• 013 Loading Data – Coding
• 013 Loading Data – Coding.srt
• 013 Loading Data – Coding_en.srt
• 014 Basic Data Analysis – Lecture
• 014 Basic Data Analysis – Lecture.srt
• 014 Basic Data Analysis – Lecture_en.srt
• 015 Basic Data Analysis – Coding
• 015 Basic Data Analysis – Coding.srt
• 015 Basic Data Analysis – Coding_en.srt
• 016 Sorting and Filtering – Lecture
• 016 Sorting and Filtering – Lecture.srt
• 016 Sorting and Filtering – Lecture_en.srt
• 017 Sorting and Filtering – Coding
• 017 Sorting and Filtering – Coding.srt
• 017 Sorting and Filtering – Coding_en.srt
• 018 Manipulating Data – Lecture
• 018 Manipulating Data – Lecture.srt
• 018 Manipulating Data – Lecture_en.srt
• 019 Manipulating Data – Coding
• 019 Manipulating Data – Coding.srt
• 019 Manipulating Data – Coding_en.srt
• 020 Exercises.html
• 31 – Matplotlib
• 001 Introduction – Matplotlib.srt
• 001 Introduction – Matplotlib_en.srt
• 002 Matplotlib Basics – Lecture
• 002 Matplotlib Basics – Lecture.srt
• 002 Matplotlib Basics – Lecture_en.srt
• 003 Matplotlib Basics – Coding
• 003 Matplotlib Basics – Coding.srt
• 003 Matplotlib Basics – Coding_en.srt
• 004 Multi Plots – Lecture
• 004 Multi Plots – Lecture.srt
• 004 Multi Plots – Lecture_en.srt
• 005 Multi Plots – Coding
• 005 Multi Plots – Coding.srt
• 005 Multi Plots – Coding_en.srt
• 006 More Plot Types – Lecture
• 006 More Plot Types – Lecture.srt
• 006 More Plot Types – Lecture_en.srt
• 007 More Plot Types – Coding
• 007 More Plot Types – Coding.srt
• 007 More Plot Types – Coding_en.srt
• 008 Charting with mplfinance – Lecture
• 008 Charting with mplfinance – Lecture.srt
• 008 Charting with mplfinance – Lecture_en.srt
• 009 Charting with mplfinance – Coding
• 009 Charting with mplfinance – Coding.srt
• 009 Charting with mplfinance – Coding_en.srt
• 010 Exercises.html
• 32 – Knowledge Check 3
• 001 Test.html
• 002 Answers.html
• 33 – Conclusion
• 001 Conclusion
• 001 Conclusion.srt
• 001 Conclusion_en.srt