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[FreeTutorials.Us] introduction-to-data-science

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种子名称: [FreeTutorials.Us] introduction-to-data-science
文件类型: 视频
文件数目: 27个文件
文件大小: 2.39 GB
收录时间: 2018-6-9 20:52
已经下载: 3
资源热度: 109
最近下载: 2024-12-17 05:02

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[FreeTutorials.Us] introduction-to-data-science.torrent
  • 01-course-overview/001-course-introduction.mp427.75MB
  • 01-course-overview/002-walkthrough-of-a-data-science-project.mp446.88MB
  • 01-course-overview/003-starting-with-r-and-data.mp493.44MB
  • 02-modeling-and-machine-learning/004-mapping-business-to-machine-learning-tasks.mp445.09MB
  • 02-modeling-and-machine-learning/005-validating-models.mp4112.59MB
  • 02-modeling-and-machine-learning/007-naive-bayes-background.mp477.77MB
  • 02-modeling-and-machine-learning/008-naive-bayes-practice.mp498.19MB
  • 02-modeling-and-machine-learning/009-linear-regression-background.mp4159MB
  • 02-modeling-and-machine-learning/010-linear-regression-practice.mp4142.75MB
  • 02-modeling-and-machine-learning/011-logistic-regression-background.mp461.62MB
  • 02-modeling-and-machine-learning/012-logistic-regression-practice.mp4117.33MB
  • 02-modeling-and-machine-learning/013-decision-trees-and-random-forest-background.mp455.96MB
  • 02-modeling-and-machine-learning/014-random-forest-practice.mp476.62MB
  • 02-modeling-and-machine-learning/015-generalized-additive-models.mp458.18MB
  • 02-modeling-and-machine-learning/016-support-vector-machines.mp4143.36MB
  • 02-modeling-and-machine-learning/017-gradient-boosting.mp470.71MB
  • 02-modeling-and-machine-learning/018-regularization-for-linear-and-logistic-regression.mp467.29MB
  • 02-modeling-and-machine-learning/019-evaluating-models.mp4141.37MB
  • 03-data/020-loading-data-in-r.mp486.57MB
  • 03-data/021-visualizing-data.mp4109.44MB
  • 03-data/022-missing-values.mp499.65MB
  • 03-data/023-the-shape-of-data.mp4141.71MB
  • 03-data/024-dealing-with-categorical-variables.mp4138.54MB
  • 03-data/025-useful-data-transformations.mp4109.89MB
  • 04-moving-on/026-recommended-books.mp443.17MB
  • 04-moving-on/027-further-topics.mp4108.92MB
  • 04-moving-on/028-next-steps.mp415.62MB