1. Урок 1.00:03:22
    1- What is Python
  2. Урок 2.00:01:53
    2- Installing Python
  3. Урок 3.00:01:56
    3- Python Interpreter
  4. Урок 4.00:01:20
    4- Code Editors
  5. Урок 5.00:03:37
    5- Your First Python Program
  6. Урок 6.00:02:53
    6- Python Extension
  7. Урок 7.00:04:15
    7- Linting Python Code
  8. Урок 8.00:03:55
    8- Formatting Python Code
  9. Урок 9.00:03:00
    9- Running Python Code
  10. Урок 10.00:02:29
    10- Python Implementations
  11. Урок 11.00:02:47
    11- How Python Code is Executed
  12. Урок 12.00:01:38
    12- Quiz
  13. Урок 13.00:03:05
    1- Variables
  14. Урок 14.00:03:04
    2- Variable Names
  15. Урок 15.00:05:31
    3- Strings
  16. Урок 16.00:02:41
    4- Escape Sequences
  17. Урок 17.00:02:09
    5- Formatted Strings
  18. Урок 18.00:05:55
    6- String Methods
  19. Урок 19.00:02:47
    7- Numbers
  20. Урок 20.00:02:10
    8- Working with Numbers
  21. Урок 21.00:05:05
    9- Type Conversion
  22. Урок 22.00:02:44
    10- Quiz
  23. Урок 23.00:02:05
    1- Comparison Operators
  24. Урок 24.00:04:10
    2- Conditional Statements
  25. Урок 25.00:02:10
    3- Ternary Operator
  26. Урок 26.00:04:03
    4- Logical Operators
  27. Урок 27.00:02:07
    5- Short-circuit Evaluation
  28. Урок 28.00:01:23
    6- Chaining Comparison Operators
  29. Урок 29.00:01:44
    7- Quiz
  30. Урок 30.00:03:39
    8- For Loops
  31. Урок 31.00:02:47
    9- For..Else
  32. Урок 32.00:02:45
    10- Nested Loops
  33. Урок 33.00:03:09
    11- Iterables
  34. Урок 34.00:05:00
    12- While Loops
  35. Урок 35.00:01:38
    13- Infinite Loops
  36. Урок 36.00:02:06
    14- Exercise
  37. Урок 37.00:02:25
    1- Defining Functions
  38. Урок 38.00:02:21
    2- Arguments
  39. Урок 39.00:04:03
    3- Types of Functions
  40. Урок 40.00:02:01
    4- Keyword Arguments
  41. Урок 41.00:01:36
    5- Default Arguments
  42. Урок 42.00:04:16
    6- xargs
  43. Урок 43.00:02:21
    7- xxargs
  44. Урок 44.00:05:10
    8- Scope
  45. Урок 45.00:06:51
    9- Debugging
  46. Урок 46.00:02:22
    10- VSCode Coding Tricks - Windows
  47. Урок 47.00:01:50
    11- VSCode Coding Tricks - Mac
  48. Урок 48.00:01:30
    12- Exercise
  49. Урок 49.00:04:42
    13- Solution
  50. Урок 50.00:03:55
    1- Lists
  51. Урок 51.00:03:14
    2- Accessing Items
  52. Урок 52.00:03:52
    3- List Unpacking
  53. Урок 53.00:02:55
    4- Looping over Lists
  54. Урок 54.00:02:57
    5- Adding or Removing Items
  55. Урок 55.00:01:29
    6- Finding Items
  56. Урок 56.00:04:36
    7- Sorting Lists
  57. Урок 57.00:01:50
    8- Lambda Functions
  58. Урок 58.00:03:26
    9- Map Function
  59. Урок 59.00:02:06
    10- Filter Function
  60. Урок 60.00:03:11
    11- List Comprehensions
  61. Урок 61.00:01:50
    12- Zip Function
  62. Урок 62.00:04:25
    13- Stacks
  63. Урок 63.00:02:51
    14- Queues
  64. Урок 64.00:04:03
    15- Tuples
  65. Урок 65.00:02:38
    16- Swapping Variables
  66. Урок 66.00:03:12
    17- Arrays
  67. Урок 67.00:04:04
    18- Sets
  68. Урок 68.00:05:25
    19- Dictionaries
  69. Урок 69.00:03:20
    20- Dictionary Comprehensions
  70. Урок 70.00:03:52
    21- Generator Expressions
  71. Урок 71.00:04:06
    22- Unpacking Operator
  72. Урок 72.00:06:22
    23- Exercise
  73. Урок 73.00:02:17
    1- Exceptions
  74. Урок 74.00:04:11
    2- Handling Exceptions
  75. Урок 75.00:03:06
    3- Handling Different Exceptions
  76. Урок 76.00:01:58
    4- Cleaning Up
  77. Урок 77.00:03:08
    5- The With Statement
  78. Урок 78.00:03:22
    6- Raising Exceptions
  79. Урок 79.00:04:42
    7- Cost of Raising Exceptions
  80. Урок 80.00:02:36
    1- Classes
  81. Урок 81.00:03:46
    2- Creating Classes
  82. Урок 82.00:04:38
    3- Constructors
  83. Урок 83.00:03:59
    4- Class vs Instance Attributes
  84. Урок 84.00:04:06
    5- Class vs Instance Methods
  85. Урок 85.00:03:14
    6- Magic Methods
  86. Урок 86.00:03:12
    7- Comparing Objects
  87. Урок 87.00:01:32
    8- Performing Arithmetic Operations
  88. Урок 88.00:06:56
    9- Making Custom Containers
  89. Урок 89.00:03:41
    10- Private Members
  90. Урок 90.00:07:31
    11- Properties
  91. Урок 91.00:04:24
    12- Inheritance
  92. Урок 92.00:02:24
    13- The Object Class
  93. Урок 93.00:03:15
    14- Method Overriding
  94. Урок 94.00:02:43
    15- Multi-level Inheritance
  95. Урок 95.00:03:23
    16- Multiple Inheritance
  96. Урок 96.00:04:32
    17- A Good Example of Inheritance
  97. Урок 97.00:04:51
    18- Abstract Base Classes
  98. Урок 98.00:03:57
    19- Polymorphism
  99. Урок 99.00:02:51
    20- Duck Typing
  100. Урок 100.00:02:27
    21- Extending Built-in Types
  101. Урок 101.00:04:37
    22- Data Classes
  102. Урок 102.00:04:17
    1- Creating Modules
  103. Урок 103.00:02:20
    2- Compiled Python Files
  104. Урок 104.00:01:36
    3- Module Search Path
  105. Урок 105.00:02:28
    4- Packages
  106. Урок 106.00:01:02
    5- Sub-packages
  107. Урок 107.00:01:37
    6- Intra-package References
  108. Урок 108.00:01:40
    7- The dir Function
  109. Урок 109.00:02:56
    8- Executing Modules as Scripts
  110. Урок 110.00:00:52
    1- Python Standard Library
  111. Урок 111.00:04:49
    2- Working With Paths
  112. Урок 112.00:04:15
    3- Working with Directories
  113. Урок 113.00:04:00
    4- Working with Files
  114. Урок 114.00:03:16
    5- Working with Zip Files
  115. Урок 115.00:04:51
    6- Working with CSV Files
  116. Урок 116.00:03:59
    7- Working with JSON Files
  117. Урок 117.00:09:11
    8- Working with a SQLite Database
  118. Урок 118.00:02:25
    9- Working with Timestamps
  119. Урок 119.00:05:06
    10- Working with DateTimes
  120. Урок 120.00:02:42
    11- Working with Time Deltas
  121. Урок 121.00:04:10
    12- Generating Random Values
  122. Урок 122.00:01:13
    13- Opening the Browser
  123. Урок 123.00:06:49
    14- Sending Emails
  124. Урок 124.00:04:54
    15- Templates
  125. Урок 125.00:01:55
    16- Command-line Arguments
  126. Урок 126.00:08:07
    17- Running External Programs
  127. Урок 127.00:01:50
    1- Pypi
  128. Урок 128.00:06:24
    2- Pip
  129. Урок 129.00:04:05
    3- Virtual Environments
  130. Урок 130.00:03:41
    4- Pipenv
  131. Урок 131.00:03:50
    5- Virtual Environments in VSCode
  132. Урок 132.00:04:49
    6- Pipfile
  133. Урок 133.00:03:29
    7- Managing Dependencies
  134. Урок 134.00:08:24
    8- Publishing Packages
  135. Урок 135.00:05:49
    9- Docstrings
  136. Урок 136.00:04:07
    10- Pydoc
  137. Урок 137.00:01:42
    1- Introduction
  138. Урок 138.00:02:37
    2- What are APIs
  139. Урок 139.00:02:52
    3- Yelp API
  140. Урок 140.00:09:55
    4- Searching for Businesses
  141. Урок 141.00:02:06
    5- Hiding API Key
  142. Урок 142.00:06:03
    6- Sending Text Messages
  143. Урок 143.00:09:07
    7- Web Scraping
  144. Урок 144.00:11:29
    8- Browser Automation
  145. Урок 145.00:06:19
    9- Working with PDFs
  146. Урок 146.00:09:53
    10- Working with Excel Spreadsheets
  147. Урок 147.00:04:40
    11- Command Query Separation Principle
  148. Урок 148.00:09:07
    12- NumPy
  149. Урок 149.00:01:44
    1- Introduction
  150. Урок 150.00:04:12
    2- Your First Django Project
  151. Урок 151.00:03:42
    3- Your First App
  152. Урок 152.00:08:00
    4- Views
  153. Урок 153.00:04:58
    5- Models
  154. Урок 154.00:08:01
    6- Migrations
  155. Урок 155.00:05:39
    7- Changing the Models
  156. Урок 156.00:04:30
    8- Admin
  157. Урок 157.00:06:56
    9- Customizing the Admin
  158. Урок 158.00:03:53
    10- Database Abstraction API
  159. Урок 159.00:10:24
    11- Templates
  160. Урок 160.00:04:20
    12- Adding Bootstrap
  161. Урок 161.00:02:25
    13- Customizing the Layout
  162. Урок 162.00:03:49
    14- Sharing a Template Across Multiple Apps
  163. Урок 163.00:04:38
    15- Url Parameters
  164. Урок 164.00:03:49
    16- Getting a Single Object
  165. Урок 165.00:03:52
    17- Raising 404 Errors
  166. Урок 166.00:03:48
    18- Referencing Urls
  167. Урок 167.00:09:27
    19- Creating APIs
  168. Урок 168.00:04:28
    20- Adding the Homepage
  169. Урок 169.00:09:45
    21- Getting Ready to Deploy
  170. Урок 170.00:08:00
    22- Deployment
  171. Урок 171.00:01:59
    1- What is Machine Learning
  172. Урок 172.00:02:48
    2- Machine Learning in Action
  173. Урок 173.00:04:55
    3- Libraries and Tools
  174. Урок 174.00:06:22
    4- Importing a Data Set
  175. Урок 175.00:05:27
    5- Jupyter Shortcuts
  176. Урок 176.00:03:18
    6- A Real Machine Learning Problem
  177. Урок 177.00:03:06
    7- Preparing the Data
  178. Урок 178.00:04:05
    8- Learning and Predicting
  179. Урок 179.00:06:22
    9- Calculating the Accuracy
  180. Урок 180.00:03:15
    10- Persisting Models
  181. Урок 181.00:06:27
    11- Visualizing a Decision Tree