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[Coursera] Data Analysis with Python ()

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  • 文件大小:156MB
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文件列表

  1. 05_model-evaluation/01_model-evaluation-and-refinement/01_model-evaluation-and-refinement.mp4 11MB
  2. 04_model-development/01_model-development/02_linear-regression-and-multiple-linear-regression.mp4 9MB
  3. 04_model-development/01_model-development/06_prediction-and-decision-making.mp4 9MB
  4. 02_data-wrangling/01_data-wrangling/02_dealing-with-missing-values-in-python.mp4 9MB
  5. 03_exploratory-data-analysis/01_exploratory-data-analysis/06_association-between-two-categorical-variables-chi-square.mp4 8MB
  6. 05_model-evaluation/01_model-evaluation-and-refinement/05_grid-search.mp4 7MB
  7. 04_model-development/01_model-development/03_model-evaluation-using-visualization.mp4 7MB
  8. 01_importing-datasets/01_importing-datasets/04_importing-and-exporting-data-in-python.mp4 7MB
  9. 03_exploratory-data-analysis/01_exploratory-data-analysis/02_descriptive-statistics.mp4 7MB
  10. 04_model-development/01_model-development/04_polynomial-regression-and-pipelines.mp4 6MB
  11. 01_importing-datasets/01_importing-datasets/05_getting-started-analyzing-data-in-python.mp4 6MB
  12. 05_model-evaluation/01_model-evaluation-and-refinement/04_ridge-regression.mp4 6MB
  13. 05_model-evaluation/01_model-evaluation-and-refinement/02_overfitting-underfitting-and-model-selection.mp4 6MB
  14. 01_importing-datasets/01_importing-datasets/06_accessing-databases-with-python.mp4 6MB
  15. 04_model-development/01_model-development/05_measures-for-in-sample-evaluation.mp4 5MB
  16. 02_data-wrangling/01_data-wrangling/04_data-normalization-in-python.mp4 5MB
  17. 02_data-wrangling/01_data-wrangling/03_data-formatting-in-python.mp4 5MB
  18. 01_importing-datasets/01_importing-datasets/02_understanding-the-data.mp4 5MB
  19. 03_exploratory-data-analysis/01_exploratory-data-analysis/03_groupby-in-python.mp4 5MB
  20. 03_exploratory-data-analysis/01_exploratory-data-analysis/05_correlation-statistics.mp4 4MB
  21. 03_exploratory-data-analysis/01_exploratory-data-analysis/04_correlation.mp4 4MB
  22. 01_importing-datasets/01_importing-datasets/03_python-packages-for-data-science.mp4 4MB
  23. 02_data-wrangling/01_data-wrangling/01_pre-processing-data-in-python.mp4 3MB
  24. 01_importing-datasets/01_importing-datasets/01_the-problem.mp4 3MB
  25. 02_data-wrangling/01_data-wrangling/06_turning-categorical-variables-into-quantitative-variables-in-python.mp4 3MB
  26. 04_model-development/01_model-development/01_model-development.mp4 3MB
  27. 02_data-wrangling/01_data-wrangling/05_binning-in-python.mp4 3MB
  28. 03_exploratory-data-analysis/01_exploratory-data-analysis/01_exploratory-data-analysis.mp4 2MB
  29. 06_final-assignment/02_digital-badge/01_ibm-digital-badge_instructions.html 153KB
  30. 06_final-assignment/01_house-sales-in-king-county-usa/01_project-case-scenario_House_Sales_in_King_Count_USA.ipynb 17KB
  31. 05_model-evaluation/01_model-evaluation-and-refinement/01_model-evaluation-and-refinement.en.srt 11KB
  32. 04_model-development/01_model-development/02_linear-regression-and-multiple-linear-regression.en.srt 9KB
  33. 02_data-wrangling/01_data-wrangling/02_dealing-with-missing-values-in-python.en.srt 8KB
  34. 04_model-development/01_model-development/03_model-evaluation-using-visualization.en.srt 7KB
  35. 04_model-development/01_model-development/06_prediction-and-decision-making.en.srt 7KB
  36. 05_model-evaluation/01_model-evaluation-and-refinement/02_overfitting-underfitting-and-model-selection.en.srt 7KB
  37. 05_model-evaluation/01_model-evaluation-and-refinement/01_model-evaluation-and-refinement.en.txt 7KB
  38. 05_model-evaluation/01_model-evaluation-and-refinement/04_ridge-regression.en.srt 7KB
  39. 03_exploratory-data-analysis/01_exploratory-data-analysis/02_descriptive-statistics.en.srt 7KB
  40. 01_importing-datasets/01_importing-datasets/05_getting-started-analyzing-data-in-python.en.srt 7KB
  41. 05_model-evaluation/01_model-evaluation-and-refinement/05_grid-search.en.srt 7KB
  42. 04_model-development/01_model-development/04_polynomial-regression-and-pipelines.en.srt 6KB
  43. 03_exploratory-data-analysis/01_exploratory-data-analysis/06_association-between-two-categorical-variables-chi-square.en.srt 6KB
  44. 01_importing-datasets/01_importing-datasets/04_importing-and-exporting-data-in-python.en.srt 6KB
  45. 04_model-development/01_model-development/02_linear-regression-and-multiple-linear-regression.en.txt 5KB
  46. 01_importing-datasets/01_importing-datasets/06_accessing-databases-with-python.en.srt 5KB
  47. 02_data-wrangling/01_data-wrangling/02_dealing-with-missing-values-in-python.en.txt 5KB
  48. 03_exploratory-data-analysis/01_exploratory-data-analysis/03_groupby-in-python.en.srt 5KB
  49. 04_model-development/01_model-development/06_prediction-and-decision-making.en.txt 5KB
  50. 04_model-development/01_model-development/05_measures-for-in-sample-evaluation.en.srt 5KB
  51. 02_data-wrangling/01_data-wrangling/04_data-normalization-in-python.en.srt 5KB
  52. 02_data-wrangling/01_data-wrangling/03_data-formatting-in-python.en.srt 5KB
  53. 03_exploratory-data-analysis/01_exploratory-data-analysis/06_association-between-two-categorical-variables-chi-square.en.txt 4KB
  54. 03_exploratory-data-analysis/01_exploratory-data-analysis/02_descriptive-statistics.en.txt 4KB
  55. 05_model-evaluation/01_model-evaluation-and-refinement/02_overfitting-underfitting-and-model-selection.en.txt 4KB
  56. 04_model-development/01_model-development/03_model-evaluation-using-visualization.en.txt 4KB
  57. 05_model-evaluation/01_model-evaluation-and-refinement/04_ridge-regression.en.txt 4KB
  58. 05_model-evaluation/01_model-evaluation-and-refinement/05_grid-search.en.txt 4KB
  59. 04_model-development/01_model-development/04_polynomial-regression-and-pipelines.en.txt 4KB
  60. 01_importing-datasets/01_importing-datasets/05_getting-started-analyzing-data-in-python.en.txt 4KB
  61. 03_exploratory-data-analysis/01_exploratory-data-analysis/04_correlation.en.srt 4KB
  62. 01_importing-datasets/01_importing-datasets/02_understanding-the-data.en.srt 4KB
  63. 02_data-wrangling/01_data-wrangling/01_pre-processing-data-in-python.en.srt 4KB
  64. 03_exploratory-data-analysis/01_exploratory-data-analysis/05_correlation-statistics.en.srt 4KB
  65. 01_importing-datasets/01_importing-datasets/04_importing-and-exporting-data-in-python.en.txt 4KB
  66. 01_importing-datasets/01_importing-datasets/03_python-packages-for-data-science.en.srt 3KB
  67. 01_importing-datasets/01_importing-datasets/06_accessing-databases-with-python.en.txt 3KB
  68. 04_model-development/01_model-development/05_measures-for-in-sample-evaluation.en.txt 3KB
  69. 03_exploratory-data-analysis/01_exploratory-data-analysis/03_groupby-in-python.en.txt 3KB
  70. 02_data-wrangling/01_data-wrangling/04_data-normalization-in-python.en.txt 3KB
  71. 02_data-wrangling/01_data-wrangling/03_data-formatting-in-python.en.txt 3KB
  72. 01_importing-datasets/01_importing-datasets/01_the-problem.en.srt 3KB
  73. 02_data-wrangling/01_data-wrangling/06_turning-categorical-variables-into-quantitative-variables-in-python.en.srt 3KB
  74. 04_model-development/01_model-development/01_model-development.en.srt 2KB
  75. 03_exploratory-data-analysis/01_exploratory-data-analysis/04_correlation.en.txt 2KB
  76. 04_model-development/01_model-development/07_lesson-summary_instructions.html 2KB
  77. 03_exploratory-data-analysis/01_exploratory-data-analysis/05_correlation-statistics.en.txt 2KB
  78. 02_data-wrangling/01_data-wrangling/05_binning-in-python.en.srt 2KB
  79. 01_importing-datasets/01_importing-datasets/02_understanding-the-data.en.txt 2KB
  80. 06_final-assignment/01_house-sales-in-king-county-usa/01_project-case-scenario_instructions.html 2KB
  81. 01_importing-datasets/01_importing-datasets/03_python-packages-for-data-science.en.txt 2KB
  82. 06_final-assignment/03_acknowledgments/01_course-creators_instructions.html 2KB
  83. 02_data-wrangling/01_data-wrangling/01_pre-processing-data-in-python.en.txt 2KB
  84. 03_exploratory-data-analysis/01_exploratory-data-analysis/07_lesson-summary_instructions.html 2KB
  85. 01_importing-datasets/01_importing-datasets/01_the-problem.en.txt 2KB
  86. 05_model-evaluation/01_model-evaluation-and-refinement/06_lesson-summary_instructions.html 2KB
  87. 01_importing-datasets/01_importing-datasets/07_lesson-summary_instructions.html 2KB
  88. 02_data-wrangling/01_data-wrangling/07_lesson-summary_instructions.html 2KB
  89. 02_data-wrangling/01_data-wrangling/05_binning-in-python.en.txt 2KB
  90. 02_data-wrangling/01_data-wrangling/06_turning-categorical-variables-into-quantitative-variables-in-python.en.txt 2KB
  91. 04_model-development/01_model-development/01_model-development.en.txt 2KB
  92. 03_exploratory-data-analysis/01_exploratory-data-analysis/01_exploratory-data-analysis.en.srt 1KB
  93. 05_model-evaluation/01_model-evaluation-and-refinement/03_ridge-regression-introduction_instructions.html 1KB
  94. 03_exploratory-data-analysis/01_exploratory-data-analysis/01_exploratory-data-analysis.en.txt 1KB