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TORRENT DETAILS

[CourseClub NET] Lynda - NumPy Data Science Essential Training

TORRENT SUMMARY

[CourseClub NET] Lynda - NumPy Data Science Essential Training

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Peers

Size

600.2 MB in 86 files

Release Date(s)

Torrent Release: 12-07-2018 by user

Infohash

268f39d10d7a6128c390c533de5532bb477061af

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DESCRIPTION

[Lynda] NumPy Data Science Essential Training

NumPy Data Science Essential Training introduces the beginning to intermediate data scientist to NumPy, the Python library that supports numerical, scientific, and statistical programming, including machine learning. The library supports several aspects of data science, providing multidimensional array objects, derived objects (matrixes and masked arrays), and routines for math, logic, sorting, statistics, and random number generation. Here Charles Kelly shows how to work with NumPy and Python within Jupyter Notebook, a browser-based tool for creating interactive documents with live code, annotations, and even visualizations such as plots.

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FILE LIST

Filename		Size
	01-Welcome.en.srt	1.1 KB
	01-Welcome.mp4	5.9 MB
	02-What you should know.en.srt	566 B
	02-What you should know.mp4	607 KB
	03-NumPy, data science, IMQAV.en.srt	8.5 KB
	03-NumPy, data science, IMQAV.mp4	12.9 MB
	04-How to use the exercise files.en.srt	3.1 KB
	04-How to use the exercise files.mp4	3.7 MB
	05-Install software.en.srt	3 KB
	05-Install software.mp4	5.5 MB
	06-Introduction to Jupyter Notebook.en.srt	4.6 KB
	06-Introduction to Jupyter Notebook.mp4	9.1 MB
	07-Notebook basics.en.srt	12.8 KB
	07-Notebook basics.mp4	21 MB
	08-Markdown.en.srt	6.2 KB
	08-Markdown.mp4	11.5 MB
	09-Beautiful mathematics typesetting.en.srt	4.5 KB
	09-Beautiful mathematics typesetting.mp4	10.5 MB
	10-Launch Jupyter Notebook.en.srt	3 KB
	10-Launch Jupyter Notebook.mp4	5 MB
	11-Create arrays from Python structures.en.srt	10.3 KB
	11-Create arrays from Python structures.mp4	17.7 MB
	12-Intrinsic creation using NumPy methods.en.srt	10.5 KB
	12-Intrinsic creation using NumPy methods.mp4	17.7 MB
	13-linspace, zeros, ones, data types.en.srt	14 KB
	13-linspace, zeros, ones, data types.mp4	24.1 MB
	14-Slice arrays.en.srt	10.6 KB
	14-Slice arrays.mp4	18.1 MB
	15-Boolean mask arrays.en.srt	6.9 KB
	15-Boolean mask arrays.mp4	12 MB
	16-Broadcasting.en.srt	16.1 KB
	16-Broadcasting.mp4	30 MB
	17-Structured and record arrays.en.srt	15 KB
	17-Structured and record arrays.mp4	27.7 MB
	18-Inline plotting.en.srt	4 KB
	18-Inline plotting.mp4	6.6 MB
	19-Figures and subplots.en.srt	7 KB
	19-Figures and subplots.mp4	13 MB
	20-Multiple lines, single plot.en.srt	9.2 KB
	20-Multiple lines, single plot.mp4	16.5 MB
	21-Tick marks, labels, and grids.en.srt	4.8 KB
	21-Tick marks, labels, and grids.mp4	8.2 MB
	22-Plot annotations.en.srt	7.1 KB
	22-Plot annotations.mp4	13.9 MB
	23-Pie charts and bar charts.en.srt	5.8 KB
	23-Pie charts and bar charts.mp4	11.6 MB
	24-Beautiful plots, the gallery.en.srt	6.4 KB
	24-Beautiful plots, the gallery.mp4	12.1 MB
	25-Views and copies.en.srt	10.9 KB
	25-Views and copies.mp4	19.1 MB
	26-Array attributes.en.srt	2.1 KB
	26-Array attributes.mp4	4 MB
	27-Add and remove elements.en.srt	12.2 KB
	27-Add and remove elements.mp4	23.1 MB
	28-Join and split arrays.en.srt	9.4 KB
	28-Join and split arrays.mp4	19.1 MB
	29-Array shape manipulation.en.srt	6.3 KB
	29-Array shape manipulation.mp4	11.3 MB
	30-Rearrange array elements.en.srt	6.4 KB
	30-Rearrange array elements.mp4	12.9 MB
	31-Transpose like operations.en.srt	5.8 KB
	31-Transpose like operations.mp4	11.6 MB
	32-Tiling arrays.en.srt	4.7 KB
	32-Tiling arrays.mp4	9.5 MB
	33-Universal functions.en.srt	6.4 KB
	33-Universal functions.mp4	12.8 MB
	34-Pythagorean triangles.en.srt	5.4 KB
	34-Pythagorean triangles.mp4	8.3 MB
	35-Linear algebra.en.srt	11.4 KB
	35-Linear algebra.mp4	19.6 MB
	36-Finding patterns.en.srt	12 KB
	36-Finding patterns.mp4	19.3 MB
	37-Statistics.en.srt	11.8 KB
	37-Statistics.mp4	20.4 MB
	38-Brain teasers.en.srt	17.2 KB
	38-Brain teasers.mp4	29.8 MB
	39-Magic squares and NumPy.en.srt	9.4 KB
	39-Magic squares and NumPy.mp4	19.5 MB
	40-Adjacency matrix.en.srt	8.8 KB
	40-Adjacency matrix.mp4	16.7 MB
	41-Magic characteristics.en.srt	7.5 KB
	41-Magic characteristics.mp4	15.1 MB
	42-Build magic cubes.en.srt	5 KB
	42-Build magic cubes.mp4	10.2 MB
	43-Next steps.en.srt	1.5 KB
	43-Next steps.mp4	2.4 MB

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