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[06-2020] the-python-mega-course

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06-2020 the-python-mega-course

文件列表
  1. 31 Application 9_ Build a Data Collector Web App with PostGreSQL and Flask/266 Deploying the Web Application to a Live Server.mp4359.96MB
  2. 01 Introduction/001 Course Introduction.mp466.78MB
  3. 01 Introduction/004 The Tools You Need.mp45.93MB
  4. 01 Introduction/005 Installing Python 3 and an IDE (Windows, Mac, and Linux).mp452.88MB
  5. 02 The Basics_ Small Program/006 Your First Python Code.mp410.58MB
  6. 02 The Basics_ Small Program/007 Your First Python Program.mp455MB
  7. 03 The Basics_ Data Types/010 Variables.mp48.73MB
  8. 03 The Basics_ Data Types/011 Simple Types_ Integers, Strings, and Floats.mp49.83MB
  9. 03 The Basics_ Data Types/012 List Types.mp43MB
  10. 03 The Basics_ Data Types/014 Type Attributes.mp410.84MB
  11. 03 The Basics_ Data Types/016 How to Find Out What Code You Need.mp435.46MB
  12. 03 The Basics_ Data Types/017 Bonus_ Steps of Learning Python.mp46.14MB
  13. 03 The Basics_ Data Types/018 Dictionary Types.mp416.17MB
  14. 03 The Basics_ Data Types/020 Tuple Types.mp410.34MB
  15. 03 The Basics_ Data Types/021 How to Use Datatypes in the Real World_.mp45.27MB
  16. 04 The Basics_ Operations with Data Types/024 Python Shell and Terminal Tip.mp43.65MB
  17. 04 The Basics_ Operations with Data Types/025 More Operations with Lists.mp426.46MB
  18. 04 The Basics_ Operations with Data Types/026 Accessing List Items.mp49.65MB
  19. 04 The Basics_ Operations with Data Types/027 Accessing List Slices.mp413.46MB
  20. 04 The Basics_ Operations with Data Types/028 Accessing Items and Slices with Negative Indexes.mp410.31MB
  21. 04 The Basics_ Operations with Data Types/029 Accessing Characters and Slices in Strings.mp46.14MB
  22. 04 The Basics_ Operations with Data Types/030 Accessing Items in Dictionaries.mp47.93MB
  23. 05 The Basics_ Functions and Conditionals/032 Creating Your Own Functions.mp427.85MB
  24. 05 The Basics_ Functions and Conditionals/033 Print or Return_.mp420.93MB
  25. 05 The Basics_ Functions and Conditionals/034 Intro to Conditionals.mp44.41MB
  26. 05 The Basics_ Functions and Conditionals/035 If Conditional Example.mp417.85MB
  27. 05 The Basics_ Functions and Conditionals/037 Conditional Explained Line by Line.mp414.64MB
  28. 05 The Basics_ Functions and Conditionals/038 More on Conditionals.mp411.18MB
  29. 05 The Basics_ Functions and Conditionals/039 Elif Conditionals.mp45.53MB
  30. 05 The Basics_ Functions and Conditionals/040 White Space.mp420.68MB
  31. 06 The Basics_ Processing User Input/042 User Input.mp437.58MB
  32. 06 The Basics_ Processing User Input/043 String Formatting.mp414.95MB
  33. 06 The Basics_ Processing User Input/044 String Formatting with Multiple Variables.mp415.11MB
  34. 07 The Basics_ Loops/046 For Loops_ How and Why.mp427.56MB
  35. 07 The Basics_ Loops/049 Looping Through a Dictionary.mp45.42MB
  36. 07 The Basics_ Loops/051 While Loops_ How and Why.mp412.83MB
  37. 07 The Basics_ Loops/052 While Loop Example with User Input.mp414.75MB
  38. 07 The Basics_ Loops/053 While Loops with Break and Continue.mp49.55MB
  39. 08 Putting the Pieces Together_ Building a Program/055 Problem Statement.mp48.02MB
  40. 08 Putting the Pieces Together_ Building a Program/056 Approaching the Problem.mp44.38MB
  41. 08 Putting the Pieces Together_ Building a Program/057 Building the Maker Function.mp414.69MB
  42. 08 Putting the Pieces Together_ Building a Program/058 Constructing the Loop.mp414.27MB
  43. 08 Putting the Pieces Together_ Building a Program/059 Making the Output User-Friendly.mp413MB
  44. 09 List Comprehensions/060 Simple List Comprehension.mp48.36MB
  45. 09 List Comprehensions/061 List Comprehension with If Conditional.mp43.13MB
  46. 09 List Comprehensions/062 List Comprehension with If-Else Conditional.mp44.84MB
  47. 10 More on Functions/064 Functions with Multiple Arguments.mp47.29MB
  48. 10 More on Functions/066 Default and Non-default Parameters and Keyword and Non-keyword Arguments.mp412.86MB
  49. 10 More on Functions/067 Functions with an Arbitrary Number of Non-keyword Arguments.mp416.48MB
  50. 10 More on Functions/068 Functions with an Arbitrary Number of Keyword Arguments.mp46.89MB
  51. 11 File Processing/070 The Concept of Processing Files in Python.mp46.9MB
  52. 11 File Processing/071 Reading Text From a File.mp47.22MB
  53. 11 File Processing/072 File Cursor.mp45.01MB
  54. 11 File Processing/073 Closing a File.mp44.06MB
  55. 11 File Processing/074 Opening Files Using _with_.mp45.47MB
  56. 11 File Processing/075 Different Filepaths.mp43.9MB
  57. 11 File Processing/076 Writing Text to a File.mp415.57MB
  58. 11 File Processing/077 Appending Text to an Existing File.mp413.78MB
  59. 12 Imported Modules/079 Builtin Modules.mp436.68MB
  60. 12 Imported Modules/080 Standard Python Modules.mp460.9MB
  61. 12 Imported Modules/081 Third-Party Modules.mp430.17MB
  62. 12 Imported Modules/082 Third-Party Module Example.mp413.95MB
  63. 13 Application 1_ Build an Interactive English Dictionary/085 Interactive English Dictionary - How The Output Will Look Like.mp412.11MB
  64. 13 Application 1_ Build an Interactive English Dictionary/086 The Data Source.mp445.33MB
  65. 13 Application 1_ Build an Interactive English Dictionary/087 Loading JSON Data.mp447.11MB
  66. 13 Application 1_ Build an Interactive English Dictionary/088 Returning the Definition of a Word.mp414.16MB
  67. 13 Application 1_ Build an Interactive English Dictionary/089 Taking Into Account Bad Words.mp411.36MB
  68. 13 Application 1_ Build an Interactive English Dictionary/090 Implementing Case Sensitivity.mp414.16MB
  69. 13 Application 1_ Build an Interactive English Dictionary/091 Similarity Ratio Between Two Words.mp436.17MB
  70. 13 Application 1_ Build an Interactive English Dictionary/092 Best Matches out of a List of Words.mp457.37MB
  71. 13 Application 1_ Build an Interactive English Dictionary/093 Recommending the Best Match.mp435.27MB
  72. 13 Application 1_ Build an Interactive English Dictionary/094 Confirmation from the User.mp438.7MB
  73. 13 Application 1_ Build an Interactive English Dictionary/095 Optimizing the Final Output.mp429.69MB
  74. 14 Project Exercise with Python and MySQL_ Interactive English Dictionary/100 Intro to the App.mp417.99MB
  75. 14 Project Exercise with Python and MySQL_ Interactive English Dictionary/101 Making the App.mp445.05MB
  76. 15 Data Analysis with Pandas/103 What is Pandas_.mp46.19MB
  77. 15 Data Analysis with Pandas/105 Getting Started with Pandas.mp416.16MB
  78. 15 Data Analysis with Pandas/106 Getting Started with Jupyter Notebooks.mp485.04MB
  79. 15 Data Analysis with Pandas/107 Loading CSV Files.mp443.06MB
  80. 15 Data Analysis with Pandas/111 Loading Excel Files.mp45.75MB
  81. 15 Data Analysis with Pandas/112 Loading TXT Files.mp432.74MB
  82. 15 Data Analysis with Pandas/113 Set Header Row.mp413.47MB
  83. 15 Data Analysis with Pandas/114 Set Column Names.mp49.66MB
  84. 15 Data Analysis with Pandas/115 Set Index Column.mp451.2MB
  85. 15 Data Analysis with Pandas/116 Indexing and Slicing.mp431.19MB
  86. 15 Data Analysis with Pandas/117 Deleting Columns and Rows.mp437.54MB
  87. 15 Data Analysis with Pandas/118 Updating and Adding new Columns and Rows.mp489.64MB
  88. 15 Data Analysis with Pandas/120 Example_ Geocoding Addresses with Pandas and Geopy.mp4285.23MB
  89. 16 Numpy/121 What is Numpy_.mp437.84MB
  90. 16 Numpy/123 Convert Images to Numpy Arrays.mp425.14MB
  91. 16 Numpy/124 Indexing, Slicing, and Iterating Numpy Arrays.mp418.67MB
  92. 16 Numpy/125 Stacking and Splitting Numpy Arrays.mp422.93MB
  93. 17 Application 2_ Create Webmaps with Python and Folium/126 Web Map - How The Output Will Look Like.mp414.71MB
  94. 17 Application 2_ Create Webmaps with Python and Folium/127 The Basemap.mp4166.33MB
  95. 17 Application 2_ Create Webmaps with Python and Folium/129 Adding Points.mp485.27MB
  96. 17 Application 2_ Create Webmaps with Python and Folium/130 Adding Multiple Points.mp420.27MB
  97. 17 Application 2_ Create Webmaps with Python and Folium/131 Adding Points from Files.mp4129.59MB
  98. 17 Application 2_ Create Webmaps with Python and Folium/132 Popup Windows on Map.mp457MB
  99. 17 Application 2_ Create Webmaps with Python and Folium/134 Color Points.mp464.94MB
  100. 17 Application 2_ Create Webmaps with Python and Folium/137 Solution.mp47.13MB
  101. 17 Application 2_ Create Webmaps with Python and Folium/138 GeoJson Data.mp486.2MB
  102. 17 Application 2_ Create Webmaps with Python and Folium/139 Adding a GeoJson Polygon Layer.mp447.89MB
  103. 17 Application 2_ Create Webmaps with Python and Folium/140 Choropleth Map.mp4134.22MB
  104. 17 Application 2_ Create Webmaps with Python and Folium/141 Layer Control Panel.mp464.18MB
  105. 18 Fixing Programming Errors/142 Syntax Errors.mp419.06MB
  106. 18 Fixing Programming Errors/143 Runtime Errors.mp427.66MB
  107. 18 Fixing Programming Errors/144 How to Fix Difficult Errors.mp430.2MB
  108. 18 Fixing Programming Errors/145 Good Programming Questions.mp433.82MB
  109. 18 Fixing Programming Errors/146 Error Handling.mp421.29MB
  110. 19 Application 3_ Build a Personal Website with Python and Flask/147 Personal Website - How The Output Will Look Like.mp43.51MB
  111. 19 Application 3_ Build a Personal Website with Python and Flask/148 Your First Website.mp427.43MB
  112. 19 Application 3_ Build a Personal Website with Python and Flask/149 HTML Templates.mp414.76MB
  113. 19 Application 3_ Build a Personal Website with Python and Flask/150 Navigation Menu.mp467.86MB
  114. 19 Application 3_ Build a Personal Website with Python and Flask/152 CSS Styling.mp452.61MB
  115. 19 Application 3_ Build a Personal Website with Python and Flask/153 Creating a Python Virtual Environment.mp436.49MB
  116. 19 Application 3_ Build a Personal Website with Python and Flask/155 Deploying the Website to a Live Server.mp4137.31MB
  117. 19 Application 3_ Build a Personal Website with Python and Flask/156 Maintaining the Live Website.mp465.99MB
  118. 20 Graphical User Interfaces with Tkinter/159 Introduction to Tkinter.mp47.07MB
  119. 20 Graphical User Interfaces with Tkinter/160 Setting up a GUI with Widgets.mp426.35MB
  120. 20 Graphical User Interfaces with Tkinter/161 Connecting GUI Widgets with Callback Functions.mp434.92MB
  121. 21 Interacting with Databases/164 Introduction to _Python with Databases_.mp47.71MB
  122. 21 Interacting with Databases/165 Connecting and Inserting Data to SQLite via Python.mp447.56MB
  123. 21 Interacting with Databases/166 Selecting, Inserting, Deleting, and Updating SQLite Records.mp430.83MB
  124. 21 Interacting with Databases/167 Introduction to PostgreSQL Psycopg2.mp4101.19MB
  125. 21 Interacting with Databases/168 Selecting, Inserting, Deleting, and Updating PostgreSQL Records.mp472.55MB
  126. 22 Application 4_ Build a Desktop Database Application/170 Desktop Database App - How The Output Will Look Like.mp47.65MB
  127. 22 Application 4_ Build a Desktop Database Application/171 User Interface Design.mp413.73MB
  128. 22 Application 4_ Build a Desktop Database Application/172 Frontend Interface.mp473.98MB
  129. 22 Application 4_ Build a Desktop Database Application/173 Backend.mp4100.18MB
  130. 22 Application 4_ Build a Desktop Database Application/174 Connecting the Frontend to the Backend, Part 1.mp475.38MB
  131. 22 Application 4_ Build a Desktop Database Application/175 Connecting the Frontend to the Backend, Part 2.mp4100.62MB
  132. 22 Application 4_ Build a Desktop Database Application/178 Creating a Standalone Executable Version of the Program.mp420.95MB
  133. 23 Object Oriented Programming/179 Object Oriented Programming Explained.mp420.41MB
  134. 23 Object Oriented Programming/180 Turning this Application into OOP Style, Part 1.mp460.42MB
  135. 23 Object Oriented Programming/181 Turning this Application into OOP Style, Part 2.mp470.72MB
  136. 23 Object Oriented Programming/182 Creating a Bank Account Object.mp474.34MB
  137. 23 Object Oriented Programming/183 Inheritance.mp444.93MB
  138. 23 Object Oriented Programming/184 OOP Glossary.mp433.56MB
  139. 24 Application 5_ Building a Mobile App with Python/187 Mobile App - How the Output Will Look Like.mp433.24MB
  140. 24 Application 5_ Building a Mobile App with Python/189 Creating a _Login Page_ (Frontend).mp464.25MB
  141. 24 Application 5_ Building a Mobile App with Python/190 Creating a _Sign Up Page_ (Frontend) for New Users.mp442.65MB
  142. 24 Application 5_ Building a Mobile App with Python/191 Getting User Input.mp427.16MB
  143. 24 Application 5_ Building a Mobile App with Python/192 Implementing the _Sign Up Page_ (Backend).mp455.93MB
  144. 24 Application 5_ Building a Mobile App with Python/193 Creating a _Sign Up Success Page_ (Frontend).mp422.91MB
  145. 24 Application 5_ Building a Mobile App with Python/194 Switching Pages.mp414.95MB
  146. 24 Application 5_ Building a Mobile App with Python/195 Implementing the _Login Page_ (Backend).mp4289.23MB
  147. 24 Application 5_ Building a Mobile App with Python/196 Displaying Text to the User.mp497.7MB
  148. 24 Application 5_ Building a Mobile App with Python/197 Styiling the Login Page.mp473.25MB
  149. 24 Application 5_ Building a Mobile App with Python/198 Styling the Sign Up Page.mp46.11MB
  150. 24 Application 5_ Building a Mobile App with Python/199 Making a Dynamic Hover Button.mp458MB
  151. 24 Application 5_ Building a Mobile App with Python/200 Making a Scrollable Area.mp441.02MB
  152. 24 Application 5_ Building a Mobile App with Python/201 Preparing the Environment for Deploying the App to and Android Phone.mp4104.81MB
  153. 24 Application 5_ Building a Mobile App with Python/202 Creating an APK file for Android.mp4144.8MB
  154. 24 Application 5_ Building a Mobile App with Python/203 Installing the APK file on Android.mp463.21MB
  155. 25 Python for Image and Video Processing with OpenCV/205 Introduction.mp44.66MB
  156. 25 Python for Image and Video Processing with OpenCV/207 Loading, Displaying, Resizing, and Writing Images.mp4123.91MB
  157. 25 Python for Image and Video Processing with OpenCV/210 Solution with Explanations.mp415.35MB
  158. 25 Python for Image and Video Processing with OpenCV/211 Face Detection.mp4170.68MB
  159. 25 Python for Image and Video Processing with OpenCV/212 Capturing Video.mp4121.39MB
  160. 26 Application 6_ Build a Webcam Motion Detector/213 Webcam Motion Detector - How The Output Will Look Like.mp47.68MB
  161. 26 Application 6_ Build a Webcam Motion Detector/214 Detecting Webcam Objects.mp4160.96MB
  162. 26 Application 6_ Build a Webcam Motion Detector/215 Capturing Motion Time.mp4216.25MB
  163. 27 Interactive Data Visualization with Bokeh/216 Introduction to Bokeh.mp47.83MB
  164. 27 Interactive Data Visualization with Bokeh/218 Your First Bokeh Plot.mp434.19MB
  165. 27 Interactive Data Visualization with Bokeh/221 Using Bokeh with Pandas.mp418.33MB
  166. 27 Interactive Data Visualization with Bokeh/229 Time-series Plots.mp472.87MB
  167. 27 Interactive Data Visualization with Bokeh/230 More Visualization Examples with Bokeh.mp440.11MB
  168. 27 Interactive Data Visualization with Bokeh/231 Plotting Time Intervals of the Motion Detector.mp461.44MB
  169. 27 Interactive Data Visualization with Bokeh/232 Hover Tool Implementation.mp452.31MB
  170. 28 Webscraping with Python Beautiful Soup/233 Section Introduction.mp43.18MB
  171. 28 Webscraping with Python Beautiful Soup/234 The Concept Behind Webscraping.mp417.02MB
  172. 28 Webscraping with Python Beautiful Soup/236 Webscraping Example.mp4180.02MB
  173. 29 Application 7_ Scrape Real Estate Property Data from the Web/237 Scraped Website Data - How The Output Will Look Like.mp434.24MB
  174. 29 Application 7_ Scrape Real Estate Property Data from the Web/239 Loading the Webpage in Python.mp4136.19MB
  175. 29 Application 7_ Scrape Real Estate Property Data from the Web/240 Extracting _div_ Tags.mp4166.23MB
  176. 29 Application 7_ Scrape Real Estate Property Data from the Web/241 Extracting Addresses and Property Details.mp4242.96MB
  177. 29 Application 7_ Scrape Real Estate Property Data from the Web/242 Extracting Elements without Unique Identifiers.mp4179.47MB
  178. 29 Application 7_ Scrape Real Estate Property Data from the Web/243 Saving the Extracted Data in CSV Files.mp4116.81MB
  179. 29 Application 7_ Scrape Real Estate Property Data from the Web/244 Crawling Through Webpages.mp4341.43MB
  180. 30 Application 8_ Build a Web-based Financial Graph/245 Web-based Financial Graph - How The Output Will Look Like.mp45.49MB
  181. 30 Application 8_ Build a Web-based Financial Graph/246 Downloading Datasets with Python.mp4123.13MB
  182. 30 Application 8_ Build a Web-based Financial Graph/247 Stock Market Data.mp416.43MB
  183. 30 Application 8_ Build a Web-based Financial Graph/248 Stock Market Data Candlestick Charts.mp454.49MB
  184. 30 Application 8_ Build a Web-based Financial Graph/249 Candlestick Charts with Bokeh Quadrants.mp482.46MB
  185. 30 Application 8_ Build a Web-based Financial Graph/250 Candlestick Charts with Bokeh Rectangles.mp4314.38MB
  186. 30 Application 8_ Build a Web-based Financial Graph/251 Candlestick Segments.mp459.02MB
  187. 30 Application 8_ Build a Web-based Financial Graph/252 Stylizing the Chart.mp485.84MB
  188. 30 Application 8_ Build a Web-based Financial Graph/253 The Concept Behind Embedding Bokeh Charts in a Flask Webpage.mp4151.7MB
  189. 30 Application 8_ Build a Web-based Financial Graph/255 Embedding the Bokeh Chart in a Webpage.mp4206.37MB
  190. 30 Application 8_ Build a Web-based Financial Graph/256 Deploying the Chart Website to a Live Server.mp4132.71MB
  191. 31 Application 9_ Build a Data Collector Web App with PostGreSQL and Flask/257 Data Collector Web App - How The Output Will Look Like.mp415.75MB
  192. 31 Application 9_ Build a Data Collector Web App with PostGreSQL and Flask/258 PostGreSQL Database Web App with Flask_ Steps.mp413.39MB
  193. 31 Application 9_ Build a Data Collector Web App with PostGreSQL and Flask/259 Frontend_ HTML Part.mp481.67MB
  194. 31 Application 9_ Build a Data Collector Web App with PostGreSQL and Flask/260 Frontend_ CSS Part.mp447.83MB
  195. 31 Application 9_ Build a Data Collector Web App with PostGreSQL and Flask/261 Backend_ Getting User Input.mp4127.34MB
  196. 31 Application 9_ Build a Data Collector Web App with PostGreSQL and Flask/262 Backend_ The PostGreSQL Database Model.mp4204.93MB
  197. 31 Application 9_ Build a Data Collector Web App with PostGreSQL and Flask/263 Backend_ Storing User Data to the Database.mp4171.96MB
  198. 31 Application 9_ Build a Data Collector Web App with PostGreSQL and Flask/264 Backend_ Emailing Database Values Back to the User.mp4129.68MB
  199. 31 Application 9_ Build a Data Collector Web App with PostGreSQL and Flask/265 Backend_ Sending Statistics to Users.mp4120.06MB
  200. 31 Application 9_ Build a Data Collector Web App with PostGreSQL and Flask/267 Bonus Lecture_ Implementing Download and Upload in your Web App.mp4234.74MB
  201. 32 Application 10_ Project Exercise on Building a Geocoder Web Service/268 Student Project - How The Output Should Look Like.mp446.95MB
  202. 32 Application 10_ Project Exercise on Building a Geocoder Web Service/269 Solution, Part 1.mp499.6MB
  203. 32 Application 10_ Project Exercise on Building a Geocoder Web Service/270 Solution, Part 2.mp468.76MB
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