| [FreeTutorials.Us] introduction-to-data-science/01-course-overview/001-course-introduction.mp4 |
27.7 MB |
| [FreeTutorials.Us] introduction-to-data-science/01-course-overview/002-walkthrough-of-a-data-science-project.mp4 |
46.9 MB |
| [FreeTutorials.Us] introduction-to-data-science/01-course-overview/003-starting-with-r-and-data.mp4 |
93.4 MB |
| [FreeTutorials.Us] introduction-to-data-science/02-modeling-and-machine-learning/004-mapping-business-to-machine-learning-tasks.mp4 |
45.1 MB |
| [FreeTutorials.Us] introduction-to-data-science/02-modeling-and-machine-learning/005-validating-models.mp4 |
112.6 MB |
| [FreeTutorials.Us] introduction-to-data-science/02-modeling-and-machine-learning/006-your-feedback-is-valuable.pdf |
452 KB |
| [FreeTutorials.Us] introduction-to-data-science/02-modeling-and-machine-learning/007-naive-bayes-background.mp4 |
77.8 MB |
| [FreeTutorials.Us] introduction-to-data-science/02-modeling-and-machine-learning/008-naive-bayes-practice.mp4 |
98.2 MB |
| [FreeTutorials.Us] introduction-to-data-science/02-modeling-and-machine-learning/009-linear-regression-background.mp4 |
159 MB |
| [FreeTutorials.Us] introduction-to-data-science/02-modeling-and-machine-learning/010-linear-regression-practice.mp4 |
142.8 MB |
| [FreeTutorials.Us] introduction-to-data-science/02-modeling-and-machine-learning/011-logistic-regression-background.mp4 |
61.6 MB |
| [FreeTutorials.Us] introduction-to-data-science/02-modeling-and-machine-learning/012-logistic-regression-practice.mp4 |
117.3 MB |
| [FreeTutorials.Us] introduction-to-data-science/02-modeling-and-machine-learning/013-decision-trees-and-random-forest-background.mp4 |
56 MB |
| [FreeTutorials.Us] introduction-to-data-science/02-modeling-and-machine-learning/014-random-forest-practice.mp4 |
76.6 MB |
| [FreeTutorials.Us] introduction-to-data-science/02-modeling-and-machine-learning/015-generalized-additive-models.mp4 |
58.2 MB |
| [FreeTutorials.Us] introduction-to-data-science/02-modeling-and-machine-learning/016-support-vector-machines.mp4 |
143.4 MB |
| [FreeTutorials.Us] introduction-to-data-science/02-modeling-and-machine-learning/017-gradient-boosting.mp4 |
70.7 MB |
| [FreeTutorials.Us] introduction-to-data-science/02-modeling-and-machine-learning/018-regularization-for-linear-and-logistic-regression.mp4 |
67.3 MB |
| [FreeTutorials.Us] introduction-to-data-science/02-modeling-and-machine-learning/019-evaluating-models.mp4 |
141.4 MB |
| [FreeTutorials.Us] introduction-to-data-science/03-data/020-loading-data-in-r.mp4 |
86.6 MB |
| [FreeTutorials.Us] introduction-to-data-science/03-data/021-visualizing-data.mp4 |
109.4 MB |
| [FreeTutorials.Us] introduction-to-data-science/03-data/022-missing-values.mp4 |
99.6 MB |
| [FreeTutorials.Us] introduction-to-data-science/03-data/023-the-shape-of-data.mp4 |
141.7 MB |
| [FreeTutorials.Us] introduction-to-data-science/03-data/024-dealing-with-categorical-variables.mp4 |
138.5 MB |
| [FreeTutorials.Us] introduction-to-data-science/03-data/025-useful-data-transformations.mp4 |
109.9 MB |
| [FreeTutorials.Us] introduction-to-data-science/04-moving-on/026-recommended-books.mp4 |
43.2 MB |
| [FreeTutorials.Us] introduction-to-data-science/04-moving-on/027-further-topics.mp4 |
108.9 MB |
| [FreeTutorials.Us] introduction-to-data-science/04-moving-on/028-next-steps.mp4 |
15.6 MB |
| [FreeTutorials.Us] introduction-to-data-science/[FreeCoursesOnline.Us].txt |
138 B |
| [FreeTutorials.Us] introduction-to-data-science/FreeCoursesOnline.Us.url |
225 B |
| [FreeTutorials.Us] introduction-to-data-science/[FreeTutorials.Us].txt |
75 B |
| [FreeTutorials.Us] introduction-to-data-science/Freetutorials.Us.url |
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