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[ ] Linkedin - Data Science Foundations - Fundamentals (2022)

  • 收录时间:2022-06-02 00:18:20
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文件列表

  1. ~Get Your Files Here !/03. The Place of Data Science in the Data Universe/009. Machine learning.mp4 97MB
  2. ~Get Your Files Here !/04. Ethics and Agency/018. Explainable AI.mp4 86MB
  3. ~Get Your Files Here !/10. Supervised Learning/049. Time-series data.mp4 81MB
  4. ~Get Your Files Here !/05. Sources of Data/021. Labeling data.mp4 76MB
  5. ~Get Your Files Here !/10. Supervised Learning/052. Aggregating models.mp4 74MB
  6. ~Get Your Files Here !/03. The Place of Data Science in the Data Universe/008. Artificial intelligence.mp4 73MB
  7. ~Get Your Files Here !/03. The Place of Data Science in the Data Universe/010. Deep learning neural networks.mp4 72MB
  8. ~Get Your Files Here !/03. The Place of Data Science in the Data Universe/013. Prescriptive analytics.mp4 66MB
  9. ~Get Your Files Here !/10. Supervised Learning/048. Supervised learning with predictive models.mp4 65MB
  10. ~Get Your Files Here !/08. Mathematics for Data Science/039. Algebra.mp4 64MB
  11. ~Get Your Files Here !/04. Ethics and Agency/017. Legal.mp4 59MB
  12. ~Get Your Files Here !/02. What Is Data Science/004. The data science pathway.mp4 58MB
  13. ~Get Your Files Here !/09. Unsupervised Learning/044. Descriptive analyses.mp4 58MB
  14. ~Get Your Files Here !/04. Ethics and Agency/015. Bias.mp4 57MB
  15. ~Get Your Files Here !/05. Sources of Data/025. Scraping data.mp4 57MB
  16. ~Get Your Files Here !/06. Sources of Rules/032. The derivation of rules from data analysis.mp4 54MB
  17. ~Get Your Files Here !/08. Mathematics for Data Science/041. Optimization and the combinatorial explosion.mp4 54MB
  18. ~Get Your Files Here !/11. 10 Generative Methods in Data Science/055. Reinforcement learning.mp4 53MB
  19. ~Get Your Files Here !/11. 10 Generative Methods in Data Science/054. Generative adversarial networks (GANs).mp4 51MB
  20. ~Get Your Files Here !/10. Supervised Learning/051. Feature selection and creation.mp4 51MB
  21. ~Get Your Files Here !/10. Supervised Learning/053. Validating models.mp4 51MB
  22. ~Get Your Files Here !/09. Unsupervised Learning/045. Clustering.mp4 50MB
  23. ~Get Your Files Here !/09. Unsupervised Learning/046. Dimensionality reduction.mp4 49MB
  24. ~Get Your Files Here !/05. Sources of Data/022. In-house data.mp4 49MB
  25. ~Get Your Files Here !/05. Sources of Data/026. Creating data.mp4 49MB
  26. ~Get Your Files Here !/03. The Place of Data Science in the Data Universe/011. Big data.mp4 49MB
  27. ~Get Your Files Here !/10. Supervised Learning/050. Classifying.mp4 49MB
  28. ~Get Your Files Here !/05. Sources of Data/029. Data vendors.mp4 48MB
  29. ~Get Your Files Here !/04. Ethics and Agency/016. Security.mp4 48MB
  30. ~Get Your Files Here !/05. Sources of Data/020. Data preparation.mp4 48MB
  31. ~Get Your Files Here !/08. Mathematics for Data Science/038. Sampling and probability.mp4 47MB
  32. ~Get Your Files Here !/05. Sources of Data/030. Data ethics.mp4 46MB
  33. ~Get Your Files Here !/08. Mathematics for Data Science/040. Calculus.mp4 44MB
  34. ~Get Your Files Here !/12. Acting on Data Science/057. Interpretable methods.mp4 44MB
  35. ~Get Your Files Here !/09. Unsupervised Learning/047. Anomaly detection.mp4 44MB
  36. ~Get Your Files Here !/03. The Place of Data Science in the Data Universe/012. Predictive analytics.mp4 43MB
  37. ~Get Your Files Here !/07. Tools for Data Science/034. Applications for data analysis.mp4 43MB
  38. ~Get Your Files Here !/05. Sources of Data/028. Self-generated data.mp4 42MB
  39. ~Get Your Files Here !/04. Ethics and Agency/019. Agency of algorithms and decision-makers.mp4 42MB
  40. ~Get Your Files Here !/02. What Is Data Science/007. The role of questions in data science.mp4 42MB
  41. ~Get Your Files Here !/03. The Place of Data Science in the Data Universe/014. Business intelligence.mp4 40MB
  42. ~Get Your Files Here !/02. What Is Data Science/003. The data science Venn diagram.mp4 39MB
  43. ~Get Your Files Here !/02. What Is Data Science/002. Supply and demand for data science.mp4 39MB
  44. ~Get Your Files Here !/08. Mathematics for Data Science/042. Bayes' theorem.mp4 39MB
  45. ~Get Your Files Here !/02. What Is Data Science/006. Roles and teams in data science.mp4 39MB
  46. ~Get Your Files Here !/07. Tools for Data Science/036. AutoML.mp4 38MB
  47. ~Get Your Files Here !/05. Sources of Data/023. Open data.mp4 37MB
  48. ~Get Your Files Here !/06. Sources of Rules/031. The enumeration of explicit rules.mp4 36MB
  49. ~Get Your Files Here !/02. What Is Data Science/005. The CRISP-DM model in data science.mp4 35MB
  50. ~Get Your Files Here !/05. Sources of Data/027. Passive collection of training data.mp4 35MB
  51. ~Get Your Files Here !/07. Tools for Data Science/035. Languages for data science.mp4 34MB
  52. ~Get Your Files Here !/09. Unsupervised Learning/043. Supervised vs. unsupervised learning.mp4 32MB
  53. ~Get Your Files Here !/06. Sources of Rules/033. The generation of implicit rules.mp4 31MB
  54. ~Get Your Files Here !/07. Tools for Data Science/037. Machine learning as a service.mp4 29MB
  55. ~Get Your Files Here !/12. Acting on Data Science/056. The importance of interpretability.mp4 29MB
  56. ~Get Your Files Here !/12. Acting on Data Science/058. Actionable insights.mp4 25MB
  57. ~Get Your Files Here !/13. Conclusion/059. Next steps and additional resources.mp4 25MB
  58. ~Get Your Files Here !/05. Sources of Data/024. APIs.mp4 24MB
  59. ~Get Your Files Here !/01. Introduction/001. Getting started.mp4 14MB
  60. ~Get Your Files Here !/05. Sources of Data/021. Labeling data.en.srt 17KB
  61. ~Get Your Files Here !/04. Ethics and Agency/018. Explainable AI.en.srt 16KB
  62. ~Get Your Files Here !/10. Supervised Learning/049. Time-series data.en.srt 15KB
  63. ~Get Your Files Here !/10. Supervised Learning/052. Aggregating models.en.srt 14KB
  64. ~Get Your Files Here !/03. The Place of Data Science in the Data Universe/008. Artificial intelligence.en.srt 13KB
  65. ~Get Your Files Here !/03. The Place of Data Science in the Data Universe/010. Deep learning neural networks.en.srt 13KB
  66. ~Get Your Files Here !/03. The Place of Data Science in the Data Universe/013. Prescriptive analytics.en.srt 13KB
  67. ~Get Your Files Here !/10. Supervised Learning/048. Supervised learning with predictive models.en.srt 13KB
  68. ~Get Your Files Here !/03. The Place of Data Science in the Data Universe/009. Machine learning.en.srt 13KB
  69. ~Get Your Files Here !/08. Mathematics for Data Science/039. Algebra.en.srt 13KB
  70. ~Get Your Files Here !/09. Unsupervised Learning/044. Descriptive analyses.en.srt 12KB
  71. ~Get Your Files Here !/08. Mathematics for Data Science/041. Optimization and the combinatorial explosion.en.srt 11KB
  72. ~Get Your Files Here !/04. Ethics and Agency/017. Legal.en.srt 11KB
  73. ~Get Your Files Here !/04. Ethics and Agency/015. Bias.en.srt 11KB
  74. ~Get Your Files Here !/09. Unsupervised Learning/045. Clustering.en.srt 10KB
  75. ~Get Your Files Here !/10. Supervised Learning/051. Feature selection and creation.en.srt 10KB
  76. ~Get Your Files Here !/11. 10 Generative Methods in Data Science/055. Reinforcement learning.en.srt 10KB
  77. ~Get Your Files Here !/05. Sources of Data/022. In-house data.en.srt 10KB
  78. ~Get Your Files Here !/10. Supervised Learning/050. Classifying.en.srt 10KB
  79. ~Get Your Files Here !/05. Sources of Data/026. Creating data.en.srt 10KB
  80. ~Get Your Files Here !/09. Unsupervised Learning/046. Dimensionality reduction.en.srt 9KB
  81. ~Get Your Files Here !/10. Supervised Learning/053. Validating models.en.srt 9KB
  82. ~Get Your Files Here !/05. Sources of Data/029. Data vendors.en.srt 9KB
  83. ~Get Your Files Here !/03. The Place of Data Science in the Data Universe/011. Big data.en.srt 9KB
  84. ~Get Your Files Here !/02. What Is Data Science/004. The data science pathway.en.srt 9KB
  85. ~Get Your Files Here !/11. 10 Generative Methods in Data Science/054. Generative adversarial networks (GANs).en.srt 9KB
  86. ~Get Your Files Here !/09. Unsupervised Learning/047. Anomaly detection.en.srt 9KB
  87. ~Get Your Files Here !/04. Ethics and Agency/016. Security.en.srt 9KB
  88. ~Get Your Files Here !/05. Sources of Data/020. Data preparation.en.srt 9KB
  89. ~Get Your Files Here !/05. Sources of Data/030. Data ethics.en.srt 9KB
  90. ~Get Your Files Here !/04. Ethics and Agency/019. Agency of algorithms and decision-makers.en.srt 9KB
  91. ~Get Your Files Here !/12. Acting on Data Science/057. Interpretable methods.en.srt 8KB
  92. ~Get Your Files Here !/03. The Place of Data Science in the Data Universe/012. Predictive analytics.en.srt 8KB
  93. ~Get Your Files Here !/05. Sources of Data/025. Scraping data.en.srt 8KB
  94. ~Get Your Files Here !/08. Mathematics for Data Science/038. Sampling and probability.en.srt 8KB
  95. ~Get Your Files Here !/02. What Is Data Science/006. Roles and teams in data science.en.srt 8KB
  96. ~Get Your Files Here !/08. Mathematics for Data Science/040. Calculus.en.srt 8KB
  97. ~Get Your Files Here !/02. What Is Data Science/003. The data science Venn diagram.en.srt 8KB
  98. ~Get Your Files Here !/02. What Is Data Science/007. The role of questions in data science.en.srt 8KB
  99. ~Get Your Files Here !/07. Tools for Data Science/034. Applications for data analysis.en.srt 7KB
  100. ~Get Your Files Here !/08. Mathematics for Data Science/042. Bayes' theorem.en.srt 7KB
  101. ~Get Your Files Here !/06. Sources of Rules/032. The derivation of rules from data analysis.en.srt 7KB
  102. ~Get Your Files Here !/05. Sources of Data/023. Open data.en.srt 7KB
  103. ~Get Your Files Here !/03. The Place of Data Science in the Data Universe/014. Business intelligence.en.srt 7KB
  104. ~Get Your Files Here !/05. Sources of Data/027. Passive collection of training data.en.srt 7KB
  105. ~Get Your Files Here !/07. Tools for Data Science/036. AutoML.en.srt 7KB
  106. ~Get Your Files Here !/06. Sources of Rules/031. The enumeration of explicit rules.en.srt 7KB
  107. ~Get Your Files Here !/02. What Is Data Science/002. Supply and demand for data science.en.srt 6KB
  108. ~Get Your Files Here !/02. What Is Data Science/005. The CRISP-DM model in data science.en.srt 6KB
  109. ~Get Your Files Here !/07. Tools for Data Science/035. Languages for data science.en.srt 6KB
  110. ~Get Your Files Here !/09. Unsupervised Learning/043. Supervised vs. unsupervised learning.en.srt 6KB
  111. ~Get Your Files Here !/06. Sources of Rules/033. The generation of implicit rules.en.srt 6KB
  112. ~Get Your Files Here !/07. Tools for Data Science/037. Machine learning as a service.en.srt 6KB
  113. ~Get Your Files Here !/12. Acting on Data Science/056. The importance of interpretability.en.srt 6KB
  114. ~Get Your Files Here !/05. Sources of Data/028. Self-generated data.en.srt 5KB
  115. ~Get Your Files Here !/12. Acting on Data Science/058. Actionable insights.en.srt 5KB
  116. ~Get Your Files Here !/05. Sources of Data/024. APIs.en.srt 4KB
  117. ~Get Your Files Here !/13. Conclusion/059. Next steps and additional resources.en.srt 4KB
  118. ~Get Your Files Here !/01. Introduction/001. Getting started.en.srt 2KB
  119. ~Get Your Files Here !/Bonus Resources.txt 386B
  120. Get Bonus Downloads Here.url 178B