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[FreeTutorials.us] learning-python-for-data-analysis-and-visualization

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视频 2017-9-22 19:34 2024-5-25 04:10 362 3.98 GB 107
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文件列表
  1. 01 Intro to Course and Python/001 Course Intro.mp413.25MB
  2. 02 Setup/003 Installation Setup and Overview.mp437.68MB
  3. 02 Setup/004 IDEs and Course Resources.mp438.49MB
  4. 02 Setup/005 iPythonJupyter Notebook Overview.mp457.84MB
  5. 03 Learning Numpy/007 Creating arrays.mp413.05MB
  6. 03 Learning Numpy/008 Using arrays and scalars.mp47.93MB
  7. 03 Learning Numpy/009 Indexing Arrays.mp426.16MB
  8. 03 Learning Numpy/010 Array Transposition.mp47.53MB
  9. 03 Learning Numpy/011 Universal Array Function.mp414.94MB
  10. 03 Learning Numpy/012 Array Processing.mp441.03MB
  11. 03 Learning Numpy/013 Array Input and Output.mp413.97MB
  12. 04 Intro to Pandas/014 Series.mp424.75MB
  13. 04 Intro to Pandas/015 DataFrames.mp452.86MB
  14. 04 Intro to Pandas/016 Index objects.mp49.23MB
  15. 04 Intro to Pandas/017 Reindex.mp432.26MB
  16. 04 Intro to Pandas/018 Drop Entry.mp49.24MB
  17. 04 Intro to Pandas/019 Selecting Entries.mp418.12MB
  18. 04 Intro to Pandas/020 Data Alignment.mp417.7MB
  19. 04 Intro to Pandas/021 Rank and Sort.mp49.45MB
  20. 04 Intro to Pandas/022 Summary Statistics.mp446.09MB
  21. 04 Intro to Pandas/023 Missing Data.mp418.93MB
  22. 04 Intro to Pandas/024 Index Hierarchy.mp424.03MB
  23. 05 Working with Data Part 1/025 Reading and Writing Text Files.mp424.81MB
  24. 05 Working with Data Part 1/026 JSON with Python.mp48.98MB
  25. 05 Working with Data Part 1/027 HTML with Python.mp413.46MB
  26. 05 Working with Data Part 1/028 Microsoft Excel files with Python.mp47.62MB
  27. 06 Working with Data Part 2/029 Merge.mp436.33MB
  28. 06 Working with Data Part 2/030 Merge on Index.mp425.22MB
  29. 06 Working with Data Part 2/031 Concatenate.mp421.13MB
  30. 06 Working with Data Part 2/032 Combining DataFrames.mp419.88MB
  31. 06 Working with Data Part 2/033 Reshaping.mp414.4MB
  32. 06 Working with Data Part 2/034 Pivoting.mp417.98MB
  33. 06 Working with Data Part 2/035 Duplicates in DataFrames.mp411.07MB
  34. 06 Working with Data Part 2/036 Mapping.mp47.78MB
  35. 06 Working with Data Part 2/037 Replace.mp45.15MB
  36. 06 Working with Data Part 2/038 Rename Index.mp410.09MB
  37. 06 Working with Data Part 2/039 Binning.mp413.02MB
  38. 06 Working with Data Part 2/040 Outliers.mp416.22MB
  39. 06 Working with Data Part 2/041 Permutation.mp48.74MB
  40. 07 Working with Data Part 3/042 GroupBy on DataFrames.mp436.32MB
  41. 07 Working with Data Part 3/043 GroupBy on Dict and Series.mp423.31MB
  42. 07 Working with Data Part 3/044 Aggregation.mp443.79MB
  43. 07 Working with Data Part 3/045 Splitting Applying and Combining.mp422.15MB
  44. 07 Working with Data Part 3/046 Cross Tabulation.mp48.83MB
  45. 08 Data Visualization/047 Installing Seaborn.mp47.25MB
  46. 08 Data Visualization/048 Histograms.mp420.25MB
  47. 08 Data Visualization/049 Kernel Density Estimate Plots.mp461.86MB
  48. 08 Data Visualization/050 Combining Plot Styles.mp411.62MB
  49. 08 Data Visualization/051 Box and Violin Plots.mp418.29MB
  50. 08 Data Visualization/052 Regression Plots.mp434.85MB
  51. 08 Data Visualization/053 Heatmaps and Clustered Matrices.mp439.05MB
  52. 09 Example Projects/054 Data Projects Preview.mp459.54MB
  53. 09 Example Projects/055 Intro to Data Projects.mp418.67MB
  54. 09 Example Projects/056 Titanic Project - Part 1.mp443.3MB
  55. 09 Example Projects/057 Titanic Project - Part 2.mp438.92MB
  56. 09 Example Projects/058 Titanic Project - Part 3.mp435.08MB
  57. 09 Example Projects/059 Titanic Project - Part 4.mp45.32MB
  58. 09 Example Projects/060 Intro to Data Project - Stock Market Analysis.mp432.77MB
  59. 09 Example Projects/061 Data Project - Stock Market Analysis Part 1.mp432.41MB
  60. 09 Example Projects/062 Data Project - Stock Market Analysis Part 2.mp456.85MB
  61. 09 Example Projects/063 Data Project - Stock Market Analysis Part 3.mp440.01MB
  62. 09 Example Projects/064 Data Project - Stock Market Analysis Part 4.mp425.88MB
  63. 09 Example Projects/065 Data Project - Stock Market Analysis Part 5.mp493.98MB
  64. 09 Example Projects/066 Data Project - Intro to Election Analysis.mp431.43MB
  65. 09 Example Projects/067 Data Project - Election Analysis Part 1.mp444.57MB
  66. 09 Example Projects/068 Data Project - Election Analysis Part 2.mp456.39MB
  67. 09 Example Projects/069 Data Project - Election Analysis Part 3.mp439.06MB
  68. 09 Example Projects/070 Data Project - Election Analysis Part 4.mp4123.75MB
  69. 10 Machine Learning/071 Introduction to Machine Learning with SciKit Learn.mp446.17MB
  70. 10 Machine Learning/072 Linear Regression Part 1.mp458.66MB
  71. 10 Machine Learning/073 Linear Regression Part 2.mp452.52MB
  72. 10 Machine Learning/074 Linear Regression Part 3.mp468.85MB
  73. 10 Machine Learning/075 Linear Regression Part 4.mp478.64MB
  74. 10 Machine Learning/076 Logistic Regression Part 1.mp471.8MB
  75. 10 Machine Learning/077 Logistic Regression Part 2.mp451.81MB
  76. 10 Machine Learning/078 Logistic Regression Part 3.mp439.67MB
  77. 10 Machine Learning/079 Logistic Regression Part 4.mp497.94MB
  78. 10 Machine Learning/080 Multi Class Classification Part 1 - Logistic Regression.mp467.85MB
  79. 10 Machine Learning/081 Multi Class Classification Part 2 - k Nearest Neighbor.mp473.53MB
  80. 10 Machine Learning/082 Support Vector Machines Part 1.mp464.93MB
  81. 10 Machine Learning/083 Support Vector Machines - Part 2.mp485.84MB
  82. 10 Machine Learning/084 Naive Bayes Part 1.mp435.69MB
  83. 10 Machine Learning/085 Naive Bayes Part 2.mp465.48MB
  84. 10 Machine Learning/086 Decision Trees and Random Forests.mp4232.08MB
  85. 10 Machine Learning/087 Natural Language Processing Part 1.mp465.74MB
  86. 10 Machine Learning/088 Natural Language Processing Part 2.mp488.4MB
  87. 10 Machine Learning/089 Natural Language Processing Part 3.mp4139.4MB
  88. 10 Machine Learning/090 Natural Language Processing Part 4.mp4101.83MB
  89. 11 Appendix Statistics Overview/091 Intro to Appendix B.mp47.24MB
  90. 11 Appendix Statistics Overview/092 Discrete Uniform Distribution.mp421.82MB
  91. 11 Appendix Statistics Overview/093 Continuous Uniform Distribution.mp425.22MB
  92. 11 Appendix Statistics Overview/094 Binomial Distribution.mp441.74MB
  93. 11 Appendix Statistics Overview/095 Poisson Distribution.mp440.25MB
  94. 11 Appendix Statistics Overview/096 Normal Distribution.mp419.42MB
  95. 11 Appendix Statistics Overview/097 Sampling Techniques.mp422MB
  96. 11 Appendix Statistics Overview/098 T-Distribution.mp416.35MB
  97. 11 Appendix Statistics Overview/099 Hypothesis Testing and Confidence Intervals.mp478.87MB
  98. 11 Appendix Statistics Overview/100 Chi Square Test and Distribution.mp415.71MB
  99. 11 Appendix Statistics Overview/101 Bayes Theorem.mp436.76MB
  100. 12 Appendix SQL and Python/102 Introduction to SQL with Python.mp443.76MB
  101. 12 Appendix SQL and Python/103 SQL - SELECTDISTINCTWHEREAND OR.mp432.34MB
  102. 12 Appendix SQL and Python/104 SQL WILDCARDS ORDER BY GROUP BY and Aggregate Functions.mp428.13MB
  103. 13 Appendix Web Scraping with Python/105 Web Scraping Part 1.mp437.31MB
  104. 13 Appendix Web Scraping with Python/106 Web Scraping Part 2.mp443.82MB
  105. 14 Appendix Python Special Offers/107 Python Overview Part 1.mp434.46MB
  106. 14 Appendix Python Special Offers/108 Python Overview Part 2.mp421.89MB
  107. 14 Appendix Python Special Offers/109 Python Overview Part 3.mp419.92MB
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