Data Analysis with Pandas and NumPy in Python 2020
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4:49:46
105 View
01 why data analysis and visualisations.mp4
02:21
02 how to make the best use of this course.mp4
02:07
03 anaconda installation python console.mp4
05:40
04 python basic program 1.mp4
10:52
05 python basic program 2.mp4
08:14
06 python list introduction.mp4
01:44
07 understanding python list.mp4
08:17
08 inroduction to tuple.mp4
01:29
09 python dictionary introduction.mp4
01:44
10 understanding tuples.mp4
03:42
11 understanding dictionary.mp4
06:45
12 understanding python sets.mp4
02:29
13 control structure in python introduction.mp4
06:04
14 python loops introduction.mp4
02:09
15 understanding for and while loop.mp4
08:35
16 python comprehensions introduction.mp4
00:56
17 understanding comprehensions.mp4
04:21
18 python function introduction.mp4
01:38
19 understanding functions.mp4
05:58
20 map reduce filter introduction.mp4
00:59
21 understanding map reduce detailed.mp4
07:40
22 numpy introduction.mp4
01:24
23 basics of numpy.mp4
05:56
24 structures and contents of arrays.mp4
06:22
25 slice and dice.mp4
10:02
26 numpy operation.mp4
08:36
27 introduction to the world of pandas.mp4
01:11
28 panda series and dataframes.mp4
09:10
29 pandas data analysis.mp4
09:32
30 pandas indexing.mp4
09:29
31 pandas merging dataframes.mp4
07:42
32 pandas summarising grouping.mp4
10:22
33 introduction to data extraction.mp4
13:34
34 reading delimited files and rdbms data.mp4
05:31
35 pandas webscrapping skill.mp4
06:59
36 data cleaning introduction.mp4
01:18
37 imputing missing values techniques melbourne real estate data 1.mp4
11:58
38 imputing missing values techniques melbourne real estate data 2.mp4
05:08
39 introduction to the world of visualizations.mp4
00:46
40 matplotlib basics.mp4
06:23
41 matplotlib marketing data plots boxplots histograms scatter.mp4
05:05
42 searborn basics beautify the plots boxplots histograms scatter.mp4
07:01
43 seaborn correlation matrix.mp4
02:20
44 aggregators plots bi variate analysis bar charts boxplots histograms.mp4
07:43
45 timeseries plots heatmap plots.mp4
05:19
46 extrapolatory data analysis case study car price data sets.mp4
05:54
47 data manipulation and analysis 1 car price case study.mp4
10:22
48 data manipulation and analysis 2 car price case study.mp4
08:18
49 data cleaning car price case study.mp4
09:49
50 ppt presentation to business users for data insights.mp4
02:48
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- language english
- Training sessions 50
- duration 4:49:46
- Release Date 2023/10/04
