Udemy - Plotting with Seaborn for Beginners in Data Science
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- Other > Other
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- 40
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- 968.53 MiB (1015578178 Bytes)
- Uploaded:
- 2020-12-09 06:33:29 GMT
- By:
- tuts756
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- Info Hash: 73AAE60A71B467F3FE504084C8DBAD80FD6EE5B9
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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
| [TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/01 Introduction to Seaborn/005 Color Palette Part1.mp4 | 110.76 MiB |
| TutsNode.com.txt | 63 B |
| [TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/01 Introduction to Seaborn/001 Introduction to Seaborn Part1.en.srt | 7.65 KiB |
| [TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/01 Introduction to Seaborn/001 Introduction to Seaborn Part1.mp4 | 47.09 MiB |
| [TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/01 Introduction to Seaborn/002 Introduction to Seaborn Part2.en.srt | 12.17 KiB |
| [TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/01 Introduction to Seaborn/002 Introduction to Seaborn Part2.mp4 | 49.72 MiB |
| [TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/01 Introduction to Seaborn/003 Plot Styling.en.srt | 7.15 KiB |
| [TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/01 Introduction to Seaborn/003 Plot Styling.mp4 | 33.44 MiB |
| [TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/01 Introduction to Seaborn/004 Plot Scaling.en.srt | 6.95 KiB |
| [TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/01 Introduction to Seaborn/004 Plot Scaling.mp4 | 35.53 MiB |
| [TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/01 Introduction to Seaborn/005 Color Palette Part1.en.srt | 22.61 KiB |
| [TGx]Downloaded from torrentgalaxy.to .txt | 585 B |
| [TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/01 Introduction to Seaborn/006 Color Palette Part2.en.srt | 11.49 KiB |
| [TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/01 Introduction to Seaborn/006 Color Palette Part2.mp4 | 50.28 MiB |
| [TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/02 Heatmaps/007 Heatmap Part1.en.srt | 15.48 KiB |
| [TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/02 Heatmaps/007 Heatmap Part1.mp4 | 71.77 MiB |
| [TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/02 Heatmaps/008 Heatmap Part2.en.srt | 7.17 KiB |
| [TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/02 Heatmaps/008 Heatmap Part2.mp4 | 37.25 MiB |
| [TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/03 Boxplots/009 Spread of data and central tendency.en.srt | 7.31 KiB |
| [TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/03 Boxplots/009 Spread of data and central tendency.mp4 | 33.94 MiB |
| [TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/03 Boxplots/010 Boxplots Part1.en.srt | 11.3 KiB |
| [TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/03 Boxplots/010 Boxplots Part1.mp4 | 40.43 MiB |
| [TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/03 Boxplots/011 Boxplots Part2.en.srt | 8.09 KiB |
| [TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/03 Boxplots/011 Boxplots Part2.mp4 | 31.34 MiB |
| [TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/04 Kernel Density Plots/012 Kernel Density Plot Part1.en.srt | 19.37 KiB |
| [TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/04 Kernel Density Plots/012 Kernel Density Plot Part1.mp4 | 79.57 MiB |
| [TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/04 Kernel Density Plots/013 Kernel Density Plot Part2.en.srt | 2.88 KiB |
| [TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/04 Kernel Density Plots/013 Kernel Density Plot Part2.mp4 | 13.82 MiB |
| [TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/05 Violin Plots/014 Violin Plots Part1.en.srt | 12.13 KiB |
| [TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/05 Violin Plots/014 Violin Plots Part1.mp4 | 33.07 MiB |
| [TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/05 Violin Plots/015 Violin Plots Part2.en.srt | 6.59 KiB |
| [TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/05 Violin Plots/015 Violin Plots Part2.mp4 | 27.21 MiB |
| [TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/06 Distribution Plots/016 Distribution Plots.en.srt | 16.64 KiB |
| [TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/06 Distribution Plots/016 Distribution Plots.mp4 | 62.39 MiB |
| [TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/07 Jointplot/017 Jointplot.en.srt | 13.02 KiB |
| [TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/07 Jointplot/017 Jointplot.mp4 | 53.45 MiB |
| [TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/08 JointGrid/018 JointGrid.en.srt | 20.11 KiB |
| [TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/08 JointGrid/018 JointGrid.mp4 | 70.34 MiB |
| [TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/09 FacetGrid/019 FacetGrid.en.srt | 22.51 KiB |
| [TutsNode.com] - Plotting with Seaborn for Beginners in Data Science/09 FacetGrid/019 FacetGrid.mp4 | 86.88 MiB |
