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Udemy - Plotting with Seaborn for Beginners in Data Science

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English

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968.53 MB

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73aae60a71b467f3fe504084c8dbad80fd6ee5b9

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09-12-2020 05:33

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File	Size
TutsNode.com.txt	63.00 B
[TGx]Downloaded from torrentgalaxy.to .txt	585.00 B
[TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/01 Introduction to Seaborn/001 Introduction to Seaborn Part1.en.srt	7.65 kB
[TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/01 Introduction to Seaborn/001 Introduction to Seaborn Part1.mp4	47.09 MB
[TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/01 Introduction to Seaborn/002 Introduction to Seaborn Part2.en.srt	12.17 kB
[TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/01 Introduction to Seaborn/002 Introduction to Seaborn Part2.mp4	49.72 MB
[TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/01 Introduction to Seaborn/003 Plot Styling.en.srt	7.15 kB
[TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/01 Introduction to Seaborn/003 Plot Styling.mp4	33.44 MB
[TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/01 Introduction to Seaborn/004 Plot Scaling.en.srt	6.95 kB
[TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/01 Introduction to Seaborn/004 Plot Scaling.mp4	35.53 MB
[TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/01 Introduction to Seaborn/005 Color Palette Part1.en.srt	22.61 kB
[TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/01 Introduction to Seaborn/005 Color Palette Part1.mp4	110.76 MB
[TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/01 Introduction to Seaborn/006 Color Palette Part2.en.srt	11.49 kB
[TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/01 Introduction to Seaborn/006 Color Palette Part2.mp4	50.28 MB
[TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/02 Heatmaps/007 Heatmap Part1.en.srt	15.48 kB
[TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/02 Heatmaps/007 Heatmap Part1.mp4	71.77 MB
[TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/02 Heatmaps/008 Heatmap Part2.en.srt	7.17 kB
[TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/02 Heatmaps/008 Heatmap Part2.mp4	37.25 MB
[TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/03 Boxplots/009 Spread of data and central tendency.en.srt	7.31 kB
[TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/03 Boxplots/009 Spread of data and central tendency.mp4	33.94 MB
[TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/03 Boxplots/010 Boxplots Part1.en.srt	11.30 kB
[TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/03 Boxplots/010 Boxplots Part1.mp4	40.43 MB
[TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/03 Boxplots/011 Boxplots Part2.en.srt	8.09 kB
[TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/03 Boxplots/011 Boxplots Part2.mp4	31.34 MB
[TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/04 Kernel Density Plots/012 Kernel Density Plot Part1.en.srt	19.37 kB
[TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/04 Kernel Density Plots/012 Kernel Density Plot Part1.mp4	79.57 MB
[TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/04 Kernel Density Plots/013 Kernel Density Plot Part2.en.srt	2.88 kB
[TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/04 Kernel Density Plots/013 Kernel Density Plot Part2.mp4	13.82 MB
[TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/05 Violin Plots/014 Violin Plots Part1.en.srt	12.13 kB
[TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/05 Violin Plots/014 Violin Plots Part1.mp4	33.07 MB
[TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/05 Violin Plots/015 Violin Plots Part2.en.srt	6.59 kB
[TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/05 Violin Plots/015 Violin Plots Part2.mp4	27.21 MB
[TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/06 Distribution Plots/016 Distribution Plots.en.srt	16.64 kB
[TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/06 Distribution Plots/016 Distribution Plots.mp4	62.39 MB
[TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/07 Jointplot/017 Jointplot.en.srt	13.02 kB
[TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/07 Jointplot/017 Jointplot.mp4	53.45 MB
[TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/08 JointGrid/018 JointGrid.en.srt	20.11 kB
[TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/08 JointGrid/018 JointGrid.mp4	70.34 MB
[TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/09 FacetGrid/019 FacetGrid.en.srt	22.51 kB
[TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/09 FacetGrid/019 FacetGrid.mp4	86.88 MB

Description

Description

What is Seaborn ?

Seaborn is a statistics library used to create stunning visualizations for statistical data. It is built on top of Matplotlib and very closely integrates with pandas Dataframes. If you want great publication quality graphs on statistical data with minimum coding, this is the library for you.

I already know Matplotlib. Do I need Seaborn ?

While Matplotlib is the beginner’s toolkit to create plots & Visualizations in Data science for Python, it has its limitations. This is where Seaborn shines, with its publication quality graphics and advanced visualization aspects that will enable you to create stunning quality graphics with very minimal code. All of this with much smaller syntax compared to Matplotlib.

How different is Seaborn from Matplotlib ?

Matplotlib is limited to basic plotting and its visualization consists of just the core elements of plotting like barcharts, scatter plots and so on. Seaborn on the other hand can do a great deal of visualization and has in-built tools for most of the advanced Data Scientist requirements.
While Matplotlib is closely modelled from MATLAB (another great but proprietary tool), Seaborn is built from the ground up to be an easy to use tool, leaving behind the legacy inadequacies of Matplotlib.
While Matplotlib can work easily with both Pandas Data frames and Numpy Arrays, Seaborn is specifically built to handle Data Frames easily. Seaborn has a much more intuitive API to handle Dataframes.
While Matplotlib provides the most flexibility, Seaborn lets you up and running fast with the mostly used default options.

Who this course is for:

Students who already have a basic understanding of the Matplotlib library and are looking to upgrade their skills then this is the right course for you.
Students who are looking to learn data visualization using Python can check out my course on udemy: Matplotlib Tutorial.

Requirements

Just a good PC or Mac with decent internet connection. Of course a will to learn. Basic knowledge of the Matplotlib library.

Last Updated 11/2020