Data Science and Machine Learning with R Masterclass
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28:14:08
9 View
01-data science and ml with r course overview.mp4
04:33
02-what is data science.mp4
09:47
03-machine learning overview.mp4
05:26
04-data science and machine learning marketplace.mp4
04:38
05-dsand ml job opportunities .mp4
02:37
06-data science job roles.mp4
04:04
07-getting started with r.mp4
10:58
08-r basics.mp4
06:24
09-r files.mp4
11:08
10-r tidyverse.mp4
05:19
11-r studio.mp4
06:58
12-r resources.mp4
04:02
13-data types and structures section intro.mp4
30:03
14-basic types.mp4
08:46
15-vectors part one.mp4
19:40
16-vectors part two.mp4
24:51
17-vectors missing values.mp4
15:35
18-vectors coercion.mp4
14:07
19-vectors naming.mp4
10:16
20-vectors misc..mp4
05:59
21-creating matrices.mp4
31:27
22-working with lists.mp4
31:41
23-introduction to data frames.mp4
19:20
24-creating data frames.mp4
19:50
25-data frames helper functions.mp4
31:12
26-data frames-tibbles.mp4
39:03
27-intermediate r section intro.mp4
46:31
28-relational operators.mp4
11:06
29-logical operators.mp4
07:04
30-conditional statements.mp4
11:20
31-loops.mp4
07:56
32-functions.mp4
14:19
33-packages.mp4
11:29
34-factors.mp4
28:14
35-dates and times.mp4
30:10
36-functional programming.mp4
36:41
37-data importexport.mp4
22:06
38-databases.mp4
27:08
39-data manipulation in r section intro.mp4
36:29
40-tidy data.mp4
10:53
41-the pipe operator.mp4
14:50
42-the filter verb.mp4
21:34
43-the select verb.mp4
46:03
44-the mutate verb.mp4
31:57
45-the arrange verb.mp4
10:03
46-the summarize verb.mp4
23:05
47-data pivoting.mp4
42:41
48-string manipulation.mp4
32:38
49-web scraping.mp4
58:53
50-json parsing.mp4
10:46
51-data visualization in r intro.mp4
17:13
52-aesthetics mappings.mp4
24:45
53-single variable plots.mp4
36:50
54-two-variable plots.mp4
20:34
55-facets layering and coordinate systems.mp4
17:56
56-styling and saving.mp4
11:33
57-intro to r markdown.mp4
28:54
58-intro to r shiny.mp4
26:05
59-a basic webapp.mp4
31:18
60-other webapp examples.mp4
34:05
61-intro to machine learning part 1.mp4
21:48
62-intro to machine learning part 2.mp4
46:45
63-data preprocessing intro.mp4
27:03
64-data preprocessing.mp4
37:47
65-linear regression a simple model intro.mp4
25:09
66-linear regression a simple model.mp4
53:05
67-exploratory data analysis intro.mp4
25:03
68-hands-on exploratory data analysis.mp4
01:02:57
69-linear regression a real model intro.mp4
32:04
70-linear regression a real model.mp4
52:48
71-logistic regression intro.mp4
37:48
72-logistic regression in r.mp4
39:37
73-starting a data science career.mp4
02:54
74-creating a data science resume.mp4
03:43
75-getting started with freelancing.mp4
04:44
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SkillShare
View courses SkillShareSkillshare is an online learning community based in the United States for people who want to learn from educational videos. The courses, which are not accredited, are only available through paid subscription.
- language english
- Training sessions 75
- duration 28:14:08
- Release Date 2024/03/06
