Udemy - Introduction To Data Science

Category Other
Type Tutorials
Language English
Total size 2.4 GB
Uploaded By CourseClub

Downloads 553
Last checked 2 months ago
Date uploaded 7 years ago
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Infohash : 9BCD6EB3EF357053723224C891E12A1396B4303C

Introduction To Data Science

Use the R Programming Language to execute data science projects and become a data scientist.

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                Files: 

                [DesireCourse.Com] Udemy - Introduction To Data Science
01-course-overview
001-course-introduction.mp4 (27.7 MB)
002-walkthrough-of-a-data-science-project.mp4 (46.9 MB)
003-starting-with-r-and-data.mp4 (93.4 MB)

02-modeling-and-machine-learning
004-mapping-business-to-machine-learning-tasks.mp4 (45.1 MB)
005-validating-models.mp4 (112.6 MB)
006-your-feedback-is-valuable.pdf (451.7 KB)
007-naive-bayes-background.mp4 (77.8 MB)
008-naive-bayes-practice.mp4 (98.2 MB)
009-linear-regression-background.mp4 (159.0 MB)
010-linear-regression-practice.mp4 (142.8 MB)
011-logistic-regression-background.mp4 (61.6 MB)
012-logistic-regression-practice.mp4 (117.3 MB)
013-decision-trees-and-random-forest-background.mp4 (56.0 MB)
014-random-forest-practice.mp4 (76.6 MB)
015-generalized-additive-models.mp4 (58.2 MB)
016-support-vector-machines.mp4 (143.4 MB)
017-gradient-boosting.mp4 (70.7 MB)
018-regularization-for-linear-and-logistic-regression.mp4 (67.3 MB)
019-evaluating-models.mp4 (141.4 MB)

03-data
020-loading-data-in-r.mp4 (86.6 MB)
021-visualizing-data.mp4 (109.4 MB)
022-missing-values.mp4 (99.6 MB)
023-the-shape-of-data.mp4 (141.7 MB)
024-dealing-with-categorical-variables.mp4 (138.5 MB)
025-useful-data-transformations.mp4 (109.9 MB)

04-moving-on
026-recommended-books.mp4 (43.2 MB)
027-further-topics.mp4 (108.9 MB)
028-next-steps.mp4 (15.6 MB)

[DesireCourse.Com].txt (0.7 KB)
[DesireCourse.Com].url (0.0 KB)

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