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[FreeTutorials.Us] introduction-to-data-science
magnet:?xt=urn:btih:44c327a0aaa965855b3c304920d0ec2d461475cb&dn=[FreeTutorials.Us] introduction-to-data-science
磁力链接详情
Hash值:
44c327a0aaa965855b3c304920d0ec2d461475cb
点击数:
92
文件大小:
2.39 GB
文件数量:
27
创建日期:
2018-6-9 20:52
最后访问:
2024-6-22 12:29
访问标签:
FreeTutorials
Us
introduction-to-data-science
文件列表详情
01-course-overview/001-course-introduction.mp4 27.75 MB
01-course-overview/002-walkthrough-of-a-data-science-project.mp4 46.88 MB
01-course-overview/003-starting-with-r-and-data.mp4 93.44 MB
02-modeling-and-machine-learning/004-mapping-business-to-machine-learning-tasks.mp4 45.09 MB
02-modeling-and-machine-learning/005-validating-models.mp4 112.59 MB
02-modeling-and-machine-learning/007-naive-bayes-background.mp4 77.77 MB
02-modeling-and-machine-learning/008-naive-bayes-practice.mp4 98.19 MB
02-modeling-and-machine-learning/009-linear-regression-background.mp4 159 MB
02-modeling-and-machine-learning/010-linear-regression-practice.mp4 142.75 MB
02-modeling-and-machine-learning/011-logistic-regression-background.mp4 61.62 MB
02-modeling-and-machine-learning/012-logistic-regression-practice.mp4 117.33 MB
02-modeling-and-machine-learning/013-decision-trees-and-random-forest-background.mp4 55.96 MB
02-modeling-and-machine-learning/014-random-forest-practice.mp4 76.62 MB
02-modeling-and-machine-learning/015-generalized-additive-models.mp4 58.18 MB
02-modeling-and-machine-learning/016-support-vector-machines.mp4 143.36 MB
02-modeling-and-machine-learning/017-gradient-boosting.mp4 70.71 MB
02-modeling-and-machine-learning/018-regularization-for-linear-and-logistic-regression.mp4 67.29 MB
02-modeling-and-machine-learning/019-evaluating-models.mp4 141.37 MB
03-data/020-loading-data-in-r.mp4 86.57 MB
03-data/021-visualizing-data.mp4 109.44 MB
03-data/022-missing-values.mp4 99.65 MB
03-data/023-the-shape-of-data.mp4 141.71 MB
03-data/024-dealing-with-categorical-variables.mp4 138.54 MB
03-data/025-useful-data-transformations.mp4 109.89 MB
04-moving-on/026-recommended-books.mp4 43.17 MB
04-moving-on/027-further-topics.mp4 108.92 MB
04-moving-on/028-next-steps.mp4 15.62 MB
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