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[ ] Introduction to Data Science (2023)

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  • 文件大小:436MB
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文件列表

  1. ~Get Your Files Here !/Ex_Files_Intro_to_Data_Science/Exercise Files/state_baby_names.csv 148MB
  2. ~Get Your Files Here !/Ex_Files_Intro_to_Data_Science/Exercise Files/us_baby_names.csv 42MB
  3. ~Get Your Files Here !/09 - 8. Using Inference and Statistical Analysis/05 - Bootstrapping a confidence interval.mp4 19MB
  4. ~Get Your Files Here !/10 - 9. Using Prediction in Data Science/04 - Implementing k-Nearest Neighbors.mp4 16MB
  5. ~Get Your Files Here !/08 - 7. Using Data Visualization/03 - Visualizing your quantitative data.mp4 14MB
  6. ~Get Your Files Here !/09 - 8. Using Inference and Statistical Analysis/04 - Conducting a permutation test.mp4 13MB
  7. ~Get Your Files Here !/10 - 9. Using Prediction in Data Science/07 - Implementing linear regression.mp4 13MB
  8. ~Get Your Files Here !/05 - 4. Structuring Your Tabular Data/02 - Reading tabular data.mp4 12MB
  9. ~Get Your Files Here !/05 - 4. Structuring Your Tabular Data/04 - Gathering insights.mp4 12MB
  10. ~Get Your Files Here !/06 - 5. Using Exploratory Data Analysis/03 - Distinguishing properties of data.mp4 11MB
  11. ~Get Your Files Here !/09 - 8. Using Inference and Statistical Analysis/02 - Designing a hypothesis test.mp4 10MB
  12. ~Get Your Files Here !/08 - 7. Using Data Visualization/02 - Visualizing your qualitative data.mp4 9MB
  13. ~Get Your Files Here !/07 - 6. Cleaning Your Data/02 - Questions to guide data cleaning.mp4 8MB
  14. ~Get Your Files Here !/09 - 8. Using Inference and Statistical Analysis/03 - Creating a permutation.mp4 8MB
  15. ~Get Your Files Here !/03 - 2. Starting with Data Design/01 - Reducing bias with probability sampling.mp4 7MB
  16. ~Get Your Files Here !/04 - 3. Utilizing Computational Tools/02 - Setting up your Jupyter environment.mp4 7MB
  17. ~Get Your Files Here !/Ex_Files_Intro_to_Data_Science/Exercise Files/Airbnb_NYC_2019.csv 7MB
  18. ~Get Your Files Here !/02 - 1. Defining Data Science/01 - Demystifying data science.mp4 7MB
  19. ~Get Your Files Here !/10 - 9. Using Prediction in Data Science/03 - Recognizing the k-NN algorithm.mp4 6MB
  20. ~Get Your Files Here !/10 - 9. Using Prediction in Data Science/05 - Navigating regression.mp4 6MB
  21. ~Get Your Files Here !/03 - 2. Starting with Data Design/02 - Using non-probability sampling.mp4 6MB
  22. ~Get Your Files Here !/05 - 4. Structuring Your Tabular Data/01 - Defining tabular data.mp4 5MB
  23. ~Get Your Files Here !/05 - 4. Structuring Your Tabular Data/05 - Answering specific questions.mp4 5MB
  24. ~Get Your Files Here !/05 - 4. Structuring Your Tabular Data/03 - Interpreting tabular data.mp4 5MB
  25. ~Get Your Files Here !/06 - 5. Using Exploratory Data Analysis/02 - Recognizing statistical data types.mp4 5MB
  26. ~Get Your Files Here !/10 - 9. Using Prediction in Data Science/02 - Navigating classification.mp4 4MB
  27. ~Get Your Files Here !/04 - 3. Utilizing Computational Tools/01 - Comparing Python and R.mp4 4MB
  28. ~Get Your Files Here !/10 - 9. Using Prediction in Data Science/06 - Checking assumptions of regression.mp4 4MB
  29. ~Get Your Files Here !/10 - 9. Using Prediction in Data Science/01 - Defining prediction for data science.mp4 3MB
  30. ~Get Your Files Here !/02 - 1. Defining Data Science/02 - The value of data science.mp4 3MB
  31. ~Get Your Files Here !/11 - Conclusion/01 - Next steps.mp4 2MB
  32. ~Get Your Files Here !/07 - 6. Cleaning Your Data/01 - Explaining data cleaning.mp4 2MB
  33. ~Get Your Files Here !/02 - 1. Defining Data Science/03 - Defining the data science life cycle.mp4 2MB
  34. ~Get Your Files Here !/08 - 7. Using Data Visualization/01 - Demystifying data visualization.mp4 2MB
  35. ~Get Your Files Here !/Ex_Files_Intro_to_Data_Science/Exercise Files/netflix_data.csv 2MB
  36. ~Get Your Files Here !/01 - Introduction/01 - Beginning your data science exploration.mp4 2MB
  37. ~Get Your Files Here !/09 - 8. Using Inference and Statistical Analysis/01 - Defining inference.mp4 2MB
  38. ~Get Your Files Here !/06 - 5. Using Exploratory Data Analysis/01 - Defining exploratory data analysis.mp4 1MB
  39. ~Get Your Files Here !/Ex_Files_Intro_to_Data_Science/Exercise Files/09_07.ipynb 411KB
  40. ~Get Your Files Here !/Ex_Files_Intro_to_Data_Science/Exercise Files/07_03.ipynb 174KB
  41. ~Get Your Files Here !/Ex_Files_Intro_to_Data_Science/Exercise Files/09_04.ipynb 149KB
  42. ~Get Your Files Here !/Ex_Files_Intro_to_Data_Science/Exercise Files/Resources.pdf 69KB
  43. ~Get Your Files Here !/Ex_Files_Intro_to_Data_Science/Exercise Files/04_05.ipynb 42KB
  44. ~Get Your Files Here !/Ex_Files_Intro_to_Data_Science/Exercise Files/04_03.ipynb 36KB
  45. ~Get Your Files Here !/Ex_Files_Intro_to_Data_Science/Exercise Files/08_05.ipynb 29KB
  46. ~Get Your Files Here !/Ex_Files_Intro_to_Data_Science/Exercise Files/08_02.ipynb 27KB
  47. ~Get Your Files Here !/Ex_Files_Intro_to_Data_Science/Exercise Files/marketing_sales_data.csv 26KB
  48. ~Get Your Files Here !/Ex_Files_Intro_to_Data_Science/Exercise Files/04_02.ipynb 19KB
  49. ~Get Your Files Here !/Ex_Files_Intro_to_Data_Science/Exercise Files/06_02.ipynb 18KB
  50. ~Get Your Files Here !/Ex_Files_Intro_to_Data_Science/Exercise Files/ckd.csv 18KB
  51. ~Get Your Files Here !/Ex_Files_Intro_to_Data_Science/Exercise Files/04_04.ipynb 15KB
  52. ~Get Your Files Here !/Ex_Files_Intro_to_Data_Science/Exercise Files/05_03.ipynb 15KB
  53. ~Get Your Files Here !/09 - 8. Using Inference and Statistical Analysis/05 - Bootstrapping a confidence interval.srt 14KB
  54. ~Get Your Files Here !/10 - 9. Using Prediction in Data Science/04 - Implementing k-Nearest Neighbors.srt 12KB
  55. ~Get Your Files Here !/09 - 8. Using Inference and Statistical Analysis/04 - Conducting a permutation test.srt 12KB
  56. ~Get Your Files Here !/Ex_Files_Intro_to_Data_Science/Exercise Files/avocado_info.csv 11KB
  57. ~Get Your Files Here !/Ex_Files_Intro_to_Data_Science/Exercise Files/08_03.ipynb 11KB
  58. ~Get Your Files Here !/08 - 7. Using Data Visualization/03 - Visualizing your quantitative data.srt 10KB
  59. ~Get Your Files Here !/10 - 9. Using Prediction in Data Science/07 - Implementing linear regression.srt 10KB
  60. ~Get Your Files Here !/05 - 4. Structuring Your Tabular Data/02 - Reading tabular data.srt 9KB
  61. ~Get Your Files Here !/09 - 8. Using Inference and Statistical Analysis/02 - Designing a hypothesis test.srt 9KB
  62. ~Get Your Files Here !/06 - 5. Using Exploratory Data Analysis/03 - Distinguishing properties of data.srt 9KB
  63. ~Get Your Files Here !/Ex_Files_Intro_to_Data_Science/Exercise Files/08_04.ipynb 9KB
  64. ~Get Your Files Here !/05 - 4. Structuring Your Tabular Data/04 - Gathering insights.srt 8KB
  65. ~Get Your Files Here !/09 - 8. Using Inference and Statistical Analysis/03 - Creating a permutation.srt 7KB
  66. ~Get Your Files Here !/08 - 7. Using Data Visualization/02 - Visualizing your qualitative data.srt 7KB
  67. ~Get Your Files Here !/02 - 1. Defining Data Science/01 - Demystifying data science.srt 7KB
  68. ~Get Your Files Here !/03 - 2. Starting with Data Design/01 - Reducing bias with probability sampling.srt 6KB
  69. ~Get Your Files Here !/07 - 6. Cleaning Your Data/02 - Questions to guide data cleaning.srt 6KB
  70. ~Get Your Files Here !/10 - 9. Using Prediction in Data Science/03 - Recognizing the k-NN algorithm.srt 6KB
  71. ~Get Your Files Here !/04 - 3. Utilizing Computational Tools/02 - Setting up your Jupyter environment.srt 6KB
  72. ~Get Your Files Here !/06 - 5. Using Exploratory Data Analysis/02 - Recognizing statistical data types.srt 6KB
  73. ~Get Your Files Here !/Ex_Files_Intro_to_Data_Science/Exercise Files/04_01.ipynb 6KB
  74. ~Get Your Files Here !/10 - 9. Using Prediction in Data Science/05 - Navigating regression.srt 5KB
  75. ~Get Your Files Here !/03 - 2. Starting with Data Design/02 - Using non-probability sampling.srt 4KB
  76. ~Get Your Files Here !/10 - 9. Using Prediction in Data Science/06 - Checking assumptions of regression.srt 4KB
  77. ~Get Your Files Here !/05 - 4. Structuring Your Tabular Data/01 - Defining tabular data.srt 4KB
  78. ~Get Your Files Here !/10 - 9. Using Prediction in Data Science/02 - Navigating classification.srt 4KB
  79. ~Get Your Files Here !/05 - 4. Structuring Your Tabular Data/05 - Answering specific questions.srt 4KB
  80. ~Get Your Files Here !/04 - 3. Utilizing Computational Tools/01 - Comparing Python and R.srt 4KB
  81. ~Get Your Files Here !/10 - 9. Using Prediction in Data Science/01 - Defining prediction for data science.srt 3KB
  82. ~Get Your Files Here !/05 - 4. Structuring Your Tabular Data/03 - Interpreting tabular data.srt 3KB
  83. ~Get Your Files Here !/02 - 1. Defining Data Science/02 - The value of data science.srt 3KB
  84. ~Get Your Files Here !/Ex_Files_Intro_to_Data_Science/Exercise Files/07_02.ipynb 3KB
  85. ~Get Your Files Here !/07 - 6. Cleaning Your Data/01 - Explaining data cleaning.srt 2KB
  86. ~Get Your Files Here !/11 - Conclusion/01 - Next steps.srt 2KB
  87. ~Get Your Files Here !/08 - 7. Using Data Visualization/01 - Demystifying data visualization.srt 2KB
  88. ~Get Your Files Here !/01 - Introduction/01 - Beginning your data science exploration.srt 2KB
  89. ~Get Your Files Here !/02 - 1. Defining Data Science/03 - Defining the data science life cycle.srt 2KB
  90. ~Get Your Files Here !/06 - 5. Using Exploratory Data Analysis/01 - Defining exploratory data analysis.srt 2KB
  91. ~Get Your Files Here !/09 - 8. Using Inference and Statistical Analysis/01 - Defining inference.srt 1KB
  92. ~Get Your Files Here !/Ex_Files_Intro_to_Data_Science/Exercise Files/03_02.ipynb 747B
  93. ~Get Your Files Here !/Bonus Resources.txt 386B
  94. Get Bonus Downloads Here.url 182B