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[FreeCourseSite.com] Udemy - Python Programming Bootcamp

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视频 2022-2-28 09:22 2024-12-25 15:35 161 25.48 GB 194
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文件列表
  1. 1. Introduction/1. Course Overview.mp491.2MB
  2. 1. Introduction/2. Your Instructor.mp491.38MB
  3. 1. Introduction/3. How to Use this Course.mp473.38MB
  4. 1. Introduction/4. Why Learn Python.mp467.73MB
  5. 10. More String Functions/1. More String Functions.mp4142.6MB
  6. 11. Functions/1. Functions.mp459.94MB
  7. 12. Functions 2/1. Functions 2.mp484.63MB
  8. 13. Lists/1. Lists.mp4114MB
  9. 14. Lists 2/1. Lists 2.mp467.46MB
  10. 15. Dictionaries/1. Dictionaries.mp477.02MB
  11. 16. Recursive Functions/1. Recursive Functions.mp463.88MB
  12. 17. File IO & Tuples/1. File IO & Tuples.mp4117.04MB
  13. 18. Classes & Objects/1. Classes & Objects.mp471.67MB
  14. 19. Simulating a Fight with Objects/1. Simulating a Fight with Objects.mp483.21MB
  15. 2. Installation/1. Install Python on Windows.mp467.39MB
  16. 2. Installation/2. Install Python on MacOS.mp480.45MB
  17. 20. Inheritance and Polymorphism/1. Inheritance and Polymorphism.mp4102.76MB
  18. 21. Magic Methods/1. Magic Methods.mp453.59MB
  19. 22. Static and Modules/1. Static and Modules.mp442.59MB
  20. 23. Custom Exceptions/1. Custom Exceptions.mp478.97MB
  21. 24. Functions as Objects/1. Functions as Objects.mp459.48MB
  22. 25. Anonymous Functions and More/1. Anonymous Functions and More.mp475.99MB
  23. 26. Iterables/1. Iterables.mp444.17MB
  24. 27. List Comprehensions Generators/1. List Comprehensions Generators.mp471MB
  25. 28. Threads/1. Threads.mp4149.95MB
  26. 29. Regular Expressions/1. Regular Expressions Introduction.mp471.98MB
  27. 3. Variables Data Types Casting/1. Variables Data Types Casting.mp4123.86MB
  28. 30. Regular Expressions 2/1. Regular Expressions Matching Data.mp477.43MB
  29. 31. Regular Expressions 3/1. Regular Expressions Greedy & Lazy Matching.mp488.04MB
  30. 32. Regular Expressions 4 & 5/1. Regular Expressions Boundries & Subexpressions.mp453.97MB
  31. 32. Regular Expressions 4 & 5/3. Regular Expressions Back References, Look AheadBehind.mp4105.88MB
  32. 33. Regular Expressions 6/1. Regular Expressions Groups & Builtin Functions.mp4103.36MB
  33. 34. Install SQLite3 on Windows & MacOS/1. Install SQLite3 on Windows.mp436.57MB
  34. 34. Install SQLite3 on Windows & MacOS/2. Install SQLite3 on MacOS.mp418.08MB
  35. 35. SQLite3 Tutorial/1. SQLite3 Tutorial Keys, Tables, Working with Data.mp4116.51MB
  36. 35. SQLite3 Tutorial/3. SQLite3 Tutorial SQL & Update Tables.mp474.65MB
  37. 35. SQLite3 Tutorial/4. SQLite3 Tutorial Joins & Working with Multiple Tables.mp466.54MB
  38. 35. SQLite3 Tutorial/6. SQLite3 Tutorial Views, Triggers, Built-in Functions.mp451.16MB
  39. 36. Python and SQLite3/1. Python & SQLite3 Tutorial.mp4138.86MB
  40. 37. Python Tkinter Tutorial/1. Install Tkinter on Windows.mp429.22MB
  41. 37. Python Tkinter Tutorial/10. Tkinter Text Editor Text Styling.mp4184.07MB
  42. 37. Python Tkinter Tutorial/11. Tkinter Text Editor Toolbar & Images.mp4194.82MB
  43. 37. Python Tkinter Tutorial/12. Make a Tkinter Paint App.mp413.58MB
  44. 37. Python Tkinter Tutorial/13. Tkinter Paint App Menubar & More.mp4126.9MB
  45. 37. Python Tkinter Tutorial/14. Tkinter Paint App Events, Pencil & Color Picker.mp4178.37MB
  46. 37. Python Tkinter Tutorial/15. Tkinter Paint App Line, Oval, Arc, Rectangle and Text.mp4108.65MB
  47. 37. Python Tkinter Tutorial/16. Tkinter Paint App Save Load Images & Finish App.mp4136.17MB
  48. 37. Python Tkinter Tutorial/2. Install Tkinter on MacOS.mp417.52MB
  49. 37. Python Tkinter Tutorial/3. Python Tkinter Tutorial Events, Managers, Widgets.mp481.82MB
  50. 37. Python Tkinter Tutorial/5. Tkinter Label, Entry, Buttons, Combo Boxes.mp4143.38MB
  51. 37. Python Tkinter Tutorial/6. Make a Tkinter Calculator.mp498.05MB
  52. 37. Python Tkinter Tutorial/7. Finish the Tkinter Calculator.mp4248.68MB
  53. 37. Python Tkinter Tutorial/8. Tkinter Menu Bars, Message Boxes & More.mp490.3MB
  54. 37. Python Tkinter Tutorial/9. Make a Tkinter Text Editor.mp4145.18MB
  55. 38. Python MySQL Tutorial/1. Setup MySQL and Python on Windows.mp492.78MB
  56. 38. Python MySQL Tutorial/2. Setup MySQL for Python MacOS.mp437.46MB
  57. 38. Python MySQL Tutorial/3. Create MySQL Database Windows.mp4107.03MB
  58. 38. Python MySQL Tutorial/4. Create MySQL Database MacOS.mp4104.95MB
  59. 38. Python MySQL Tutorial/5. Python & MySQL 1 Inserting.mp4108.54MB
  60. 38. Python MySQL Tutorial/6. Python & MySQL 2 Retrieving Data.mp4132.99MB
  61. 38. Python MySQL Tutorial/7. Python & MySQL 3 Complex Queries.mp4166.97MB
  62. 38. Python MySQL Tutorial/8. Student Database Application.mp4236.92MB
  63. 38. Python MySQL Tutorial/9. Finish the Student Database.mp4310.7MB
  64. 39. Django Tutorial/1. Install Django on Windows.mp472.91MB
  65. 39. Django Tutorial/10. Django Testing Our Site.mp4100.67MB
  66. 39. Django Tutorial/11. Django AddUpdate Articles, CSS Style, Bootstrap, Toolbars.mp4207.69MB
  67. 39. Django Tutorial/12. Django Delete Articles & Test our Results.mp4123.64MB
  68. 39. Django Tutorial/13. Django User Authentication & User Signup.mp4179.06MB
  69. 39. Django Tutorial/14. Django Create a Craig's List Site.mp4208.56MB
  70. 39. Django Tutorial/15. Django Style w Bootstrap & Crispy Forms.mp4160MB
  71. 39. Django Tutorial/16. Django User Password Resets & Automated Email.mp4119.94MB
  72. 39. Django Tutorial/17. Django Models, Images, Pillow.mp4203.82MB
  73. 39. Django Tutorial/18. Django Item Pages, Templates & More.mp4193.1MB
  74. 39. Django Tutorial/19. Django Authentication & Finish the Site.mp4127.11MB
  75. 39. Django Tutorial/2. Install Django on MacOS.mp470.74MB
  76. 39. Django Tutorial/3. How Django Works.mp4108.26MB
  77. 39. Django Tutorial/5. Django App 1 for Windows.mp498.67MB
  78. 39. Django Tutorial/6. Django App 1 for MacOS.mp4115.89MB
  79. 39. Django Tutorial/7. Django Templates, URLBlock Tags, Menus, Tests & More.mp4110.82MB
  80. 39. Django Tutorial/8. Django Work w Databases, Admin & More.mp4101.47MB
  81. 39. Django Tutorial/9. Django CSS, Static Files, Update Models, Images & More.mp4262.83MB
  82. 4. User Input & Math Functions/1. User Input & Math Functions.mp475.87MB
  83. 40. Data Structures & Algorithms/1. Data Structures & Algorithms Introduction.mp4113.65MB
  84. 40. Data Structures & Algorithms/10. Binary Trees Creating, Traversing, Searching & More.mp4164.5MB
  85. 40. Data Structures & Algorithms/11. Delete Nodes in Binary Trees.mp4166.26MB
  86. 40. Data Structures & Algorithms/12. Binary Heaps.mp4127.4MB
  87. 40. Data Structures & Algorithms/13. Graph Data Structure & Depth First Search.mp4214.56MB
  88. 40. Data Structures & Algorithms/14. Graph Data Structure & Breadth First Search.mp4129.78MB
  89. 40. Data Structures & Algorithms/15. Minimum Spanning Trees.mp485.76MB
  90. 40. Data Structures & Algorithms/16. Directed Graphs.mp4127.04MB
  91. 40. Data Structures & Algorithms/17. 2-3-4 Tree.mp4123.98MB
  92. 40. Data Structures & Algorithms/18. 2-3-4 Tree Part 2.mp4135.55MB
  93. 40. Data Structures & Algorithms/2. Data Structures & Algorithms Big-O, Linear Search & Bubble Sort.mp4122.61MB
  94. 40. Data Structures & Algorithms/3. Data Structures & Algorithms Big-O, Binary Search & Quick Sort.mp4148.14MB
  95. 40. Data Structures & Algorithms/4. Stacks & Queues.mp489.4MB
  96. 40. Data Structures & Algorithms/5. Deques & Linked Lists.mp4166.45MB
  97. 40. Data Structures & Algorithms/6. Hash Tables.mp4130.16MB
  98. 40. Data Structures & Algorithms/7. Resizing Hash Tables & Optimized Prime Algorithm.mp4161.64MB
  99. 40. Data Structures & Algorithms/8. Double Hashing Clustering & More.mp4178.28MB
  100. 40. Data Structures & Algorithms/9. Hashing Strings.mp4104.2MB
  101. 41. UML Visual Paradigm Tutorial/1. Use Case Descriptions & Diagrams.mp4120.5MB
  102. 41. UML Visual Paradigm Tutorial/2. Class Diagrams.mp4198.21MB
  103. 41. UML Visual Paradigm Tutorial/3. UML Tutorial 3 Sequence Diagrams.mp4134.52MB
  104. 42. Probability Math of Machine Learning/1. Probability Tutorial.mp4148.12MB
  105. 42. Probability Math of Machine Learning/11. Multiplication Rule Review.mp4114.66MB
  106. 42. Probability Math of Machine Learning/13. Bayes' Theorem.mp4113.67MB
  107. 42. Probability Math of Machine Learning/15. Probability vs. Poker.mp4205.45MB
  108. 42. Probability Math of Machine Learning/17. Diagrams, Discrete Uniform Distribution & Z Tables.mp4269.44MB
  109. 42. Probability Math of Machine Learning/18. Intervals & Binomial Probability.mp4147.23MB
  110. 42. Probability Math of Machine Learning/19. Poisson Distribution & Geometric Probability.mp4151.95MB
  111. 42. Probability Math of Machine Learning/20. Negative Binomial Probability & Hypergeometric Distribution.mp4198.95MB
  112. 42. Probability Math of Machine Learning/21. Exponential Distribution & Wrap Up.mp4173.39MB
  113. 42. Probability Math of Machine Learning/3. Probability Combinatorics & Conditional Probabilities.mp4139.11MB
  114. 42. Probability Math of Machine Learning/5. Probability Symbols.mp4149MB
  115. 42. Probability Math of Machine Learning/7. Conditional Probability, Additive Multiplication Rules.mp4108.48MB
  116. 42. Probability Math of Machine Learning/9. Addition Rule Review.mp4120.17MB
  117. 43. Statistics Math of Machine Learning 2/1. Statistics Part 1.mp4306.73MB
  118. 43. Statistics Math of Machine Learning 2/10. Root Mean Squared Deviation & Chi Square Test.mp4182.11MB
  119. 43. Statistics Math of Machine Learning 2/3. Statistics 2 Parsing Data.mp4181.64MB
  120. 43. Statistics Math of Machine Learning 2/4. Statistics Tutorial 3 Range Data, Standard Deviation, Coefficient Variation.mp4178.39MB
  121. 43. Statistics Math of Machine Learning 2/5. Probability Normal Distribution & Confidence Intervals.mp4264.38MB
  122. 43. Statistics Math of Machine Learning 2/6. Student's T Distribution & Hypothesis Testing.mp4285.85MB
  123. 43. Statistics Math of Machine Learning 2/7. Hypothesis Testing & P Values.mp4115.69MB
  124. 43. Statistics Math of Machine Learning 2/8. Regression & Correlation Coefficient.mp4159.82MB
  125. 43. Statistics Math of Machine Learning 2/9. Regression with Jupyter Notebook.mp4100.09MB
  126. 44. Install Anaconda, Jupyter & Data Science Packages/1. Install Anaconda & Jupyter Windows.mp443.5MB
  127. 44. Install Anaconda, Jupyter & Data Science Packages/2. Install Anaconda & Jupyter MacOS.mp431.09MB
  128. 45. NumPy Tutorial/1. Introduction to NumPy.mp491.88MB
  129. 45. NumPy Tutorial/3. NumPy 2 Reshaping, Stacking, Splitting & Copying Arrays.mp460.36MB
  130. 45. NumPy Tutorial/5. NumPy 3 Math & Reading Files.mp481.12MB
  131. 45. NumPy Tutorial/7. NumPy 4 Statistics, Trigonometry & Linear Algebra.mp4205.31MB
  132. 45. NumPy Tutorial/9. NumPy 5 File IO, Financial Functions and More.mp480.92MB
  133. 46. Pandas Tutorial/1. Pandas Installation & Virtual Environments.mp436.78MB
  134. 46. Pandas Tutorial/10. Pandas 6 Manipulating Data & Functions.mp4116.14MB
  135. 46. Pandas Tutorial/12. Pandas 7 MultiIndex & Cleaning Data.mp468.4MB
  136. 46. Pandas Tutorial/14. Pandas 8 Real World Example & Visualization.mp4125.69MB
  137. 46. Pandas Tutorial/2. Pandas 2 Series & Dataframes.mp462.46MB
  138. 46. Pandas Tutorial/4. Pandas 3 Editing Retrieving Data & Conditional Selection.mp498.16MB
  139. 46. Pandas Tutorial/6. Pandas 4 Importing Data & Math.mp4135.72MB
  140. 46. Pandas Tutorial/8. Pandas 5 Manipulating Data & Statistics.mp468.42MB
  141. 47. Matplotlib Tutorial/1. Matplotlib Introduction.mp491.51MB
  142. 47. Matplotlib Tutorial/11. Matplotlib 6 3D Surface, Finance & Heatmaps.mp4180.26MB
  143. 47. Matplotlib Tutorial/3. Matplotlib 2 Subplots Appearance & Saving Plots.mp480.63MB
  144. 47. Matplotlib Tutorial/5. Matplotlib 3 Dataframes & TeX Markup.mp4110.24MB
  145. 47. Matplotlib Tutorial/7. Matplotlib Tutorial 4 Histograms, Bar Charts & Pie Charts.mp4133.7MB
  146. 47. Matplotlib Tutorial/9. Matplotlib 5 Timeseries, Tables & Scatterplots.mp4171.91MB
  147. 48. Seaborn Tutorial Data Visualization Library/1. Seaborn Tutorial 1.mp4100.4MB
  148. 48. Seaborn Tutorial Data Visualization Library/2. Seaborn Tutorial 2.mp4104.1MB
  149. 48. Seaborn Tutorial Data Visualization Library/3. Seaborn Tutorial 3.mp4250.92MB
  150. 49. Plotly Tutorial/1. Plotly Tutorial 1.mp4132.47MB
  151. 49. Plotly Tutorial/2. Plotly Tutorial 2.mp470.3MB
  152. 49. Plotly Tutorial/3. Plotly Tutorial 3.mp4109.11MB
  153. 49. Plotly Tutorial/4. Plotly Tutorial 4.mp4139.6MB
  154. 49. Plotly Tutorial/5. Plotly Tutorial 5.mp4199.38MB
  155. 5. Conditional Operators/1. Conditional Operators.mp4108.28MB
  156. 50. Linear Regressions with StatsModels/1. Linear Regressions with StatsModels.mp4163.31MB
  157. 51. Time Series Analysis/1. Time Series Analysis.mp4107.16MB
  158. 51. Time Series Analysis/2. Time Series Analysis Visualizations.mp4231.94MB
  159. 51. Time Series Analysis/3. Time Series Analysis StatsModels.mp4176.21MB
  160. 51. Time Series Analysis/4. Time Series Analysis Holt-Winters.mp4116.3MB
  161. 52. Linear Algebra for Machine Learning/1. Linear Algebra 1.mp4464.73MB
  162. 52. Linear Algebra for Machine Learning/11. Linear Algebra 6 Vectors & Spans.mp4192.71MB
  163. 52. Linear Algebra for Machine Learning/13. Linear Algebra 7 Subspaces.mp4239.57MB
  164. 52. Linear Algebra for Machine Learning/15. Linear Algebra 8 Basis & Cauchy Schwarz Inequality.mp4132.47MB
  165. 52. Linear Algebra for Machine Learning/17. Linear Algebra 9 Plane Equations & Vector Triangle Inequality.mp4174.1MB
  166. 52. Linear Algebra for Machine Learning/19. Linear Algebra 10 Cross Product.mp4184.19MB
  167. 52. Linear Algebra for Machine Learning/21. Linear Algebra 11 Null Space.mp4226.98MB
  168. 52. Linear Algebra for Machine Learning/23. Linear Algebra 12 Solving Ax = b.mp4143.37MB
  169. 52. Linear Algebra for Machine Learning/24. Linear Algebra 13 Linear Transformations.mp4261.19MB
  170. 52. Linear Algebra for Machine Learning/26. Linear Algebra 14 Magic Transformations.mp4200.66MB
  171. 52. Linear Algebra for Machine Learning/28. Linear Algebra 15 Rotate & Scale Vectors.mp4103.74MB
  172. 52. Linear Algebra for Machine Learning/3. Linear Algebra 2 Gauss Jordan Elimination.mp4317.7MB
  173. 52. Linear Algebra for Machine Learning/30. Linear Algebra 16 Linear Transformation Projections.mp4125.91MB
  174. 52. Linear Algebra for Machine Learning/31. Linear Algebra 17 Determinants.mp4173.01MB
  175. 52. Linear Algebra for Machine Learning/32. Linear Algebra 18 Determinants & Systems of Equations.mp4154.56MB
  176. 52. Linear Algebra for Machine Learning/33. Linear Algebra 19 Find Area with Determinants.mp4165.38MB
  177. 52. Linear Algebra for Machine Learning/34. Linear Algebra 20 Transpose.mp4209.01MB
  178. 52. Linear Algebra for Machine Learning/35. Linear Algebra 21 4 Fundamental Subspaces.mp4107.44MB
  179. 52. Linear Algebra for Machine Learning/36. Linear Algebra 22 Orthogonal Complements.mp4138.82MB
  180. 52. Linear Algebra for Machine Learning/37. Linear Algebra 23 Projections on Any Subspace.mp4171.81MB
  181. 52. Linear Algebra for Machine Learning/38. Linear Regressions with StatsModels.mp4163.53MB
  182. 52. Linear Algebra for Machine Learning/39. Linear Algebra 24 Least Squares Method.mp4161.1MB
  183. 52. Linear Algebra for Machine Learning/40. Linear Algebra 25 Change of Basis Matrix.mp4104.81MB
  184. 52. Linear Algebra for Machine Learning/41. Linear Algebra 26 Orthonormal Basis.mp4202.92MB
  185. 52. Linear Algebra for Machine Learning/42. Linear Algebra 27 Gram-Schmidt Process.mp4342.41MB
  186. 52. Linear Algebra for Machine Learning/43. Linear Algebra 28 Eigenvalues and Eigenvectors.mp4198.29MB
  187. 52. Linear Algebra for Machine Learning/44. Linear Algebra 29 Final Video.mp4328.55MB
  188. 52. Linear Algebra for Machine Learning/5. Linear Algebra 3 Finding Number of Solutions.mp4208.22MB
  189. 52. Linear Algebra for Machine Learning/7. Linear Algebra 4 Multiplying Matrices.mp4133.37MB
  190. 52. Linear Algebra for Machine Learning/9. Linear Algebra 5 Elimination Matrix & Vectors.mp4287.84MB
  191. 6. For and Range/1. For and Range.mp478.84MB
  192. 7. While Break Continue/1. While Break Continue.mp483.31MB
  193. 8. Exception Handling & Accurate Floats/1. Exception Handling & Accurate Floats.mp474.21MB
  194. 9. Strings/1. Strings.mp4102.67MB
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