Seaborn Tutorial : Seaborn Full Course

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This video provides complete coverage of Seaborn with many real world examples. Seaborn is a data visualization library built on top of Matplotlib. Seaborn is often used because it makes attractive visualizations and works easily with Pandas and NumPy.

While with Matplotlib you often have to write multiple lines of code to create a plot, Seaborn makes assumptions on what you want which often translates into getting the same plot with 1 line of code.

If you want a video that condenses the whole Seaborn API and all that it can do into 1 video with a ton of examples, then this video is for you.

I cover most everything you'll learn by reading the API here. Next I'll cover SciPy, StatsModels, Plotly, Cufflinks, Scikit-learn, TensorFlow, PyTorch, Keras, Scrapy, Linear Algebra, Calculus and more. CLICK THE NOTIFICATION BELL

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TABLE OF CONTENTS
00:00 Intro
00:28 Setup
02:17 Import Data & Datasets
04:22 Distribution Plot
06:53 Joint Plot
08:19 Hexagon Distribution
08:36 KDE Plot
09:06 Pair Plot
12:05 Rug Plot
13:05 Styling
17:42 Bar Plot
19:35 Count Plot
20:41 Box Plot
23:17 Violin Plot
24:42 Strip Plot
26:50 Swarm Plot
28:07 Palettes
32:18 Heatmaps
38:33 Cluster Map
42:11 Pair Grid
46:57 Facet Grid
54:47 Regression Plots

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00:00 Intro
00:28 Setup
02:17 Import Data & Datasets
04:22 Distribution Plot
06:53 Joint Plot
08:19 Hexagon Distribution
08:36 KDE Plot
09:06 Pair Plot
12:05 Rug Plot
13:05 Styling
17:42 Bar Plot
19:35 Count Plot
20:41 Box Plot
23:17 Violin Plot
24:42 Strip Plot
26:50 Swarm Plot
28:07 Palettes
32:18 Heatmaps
38:33 Cluster Map
42:11 Pair Grid
46:57 Facet Grid
54:47 Regression Plots

derekbanas
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If you're looking at the comments to see if this is worth your time, I can assure you that it is. Loads of value obtained from this video! Great job.

adamfattal
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10:22 the total bill was 16.99, so the extra cent makes it an even bill.

loved the video, very useful

Wowjustwowjustwow
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I just completed your MatplotLib tutorial. It was great. I created a complete file of all you demonstrated. This satisfied two objectives. (1) I learned by doing and (2) by adding comments to the code as I went it will be a reference on how to do things in the future.
Excellent class - keep up the good work (I'm starting the Seaborn tutorial now.

ezftpbi
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Very well explained at a great pace. I gained a lot from this 1 hour tutorial. Thank you!

leonghchan
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I've read the video's description.
I've seen linear algebra and calculus too.
You will be a life saver, Derek.
Keep it up!

mr.fakeman
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Thanks a LOT Derek!
Have been waiting for this one!
You are a LEGEND🙏

rajav
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Wow ... Thank you so much again ... I was looking for both latest matplotlib and seaborn tutorial ... You did both !!!! What a coincidence !!!

igniculus_
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This is probably the greatest tutorial I have watched. Great work, and thank you for putting the time into this!

mschuer
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Great tutorial, thanks. Pretty close to perfect balance between describing too much and not describing enough... didn't feel like any of my time waste wasted, nor was I left confused. Cheers.

disinclinedto-state
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It couldn't have been better!!! You are a legend! Perfect pace, well at least for me

rajkundaliya
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This intro to Seaborn is amazing. Thank you so much for this!

HalfEatenMushroom
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Thank you so much for taking the time to make this video! Great introduction to data visualization, will be using my learnings for my M.S. thesis!

alexiaciarfella
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S tier tutorial, fast and to the point. Love your content Derek. Thank you!

campus_code_chronicles
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Amazing tutorial. It helped me step up my exploratory data analisis, specially the pair+facet grid.

andres-ou
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Thanks Derek. very helpful content especially the narration style is friendly and enhances the ability to absorb more information from what's being said!! Thanks a lot.

AlidelOro
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Just found out you had this selection of lectures on Python package functionalities and they rock big time! Thanks for the work you put into them and I look forward to other ones.

Iamine
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Excellent tutorials and to the points. Loving it the way you explain. Thank you, Derek.

purple
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Very well done tutorial! Thank you so much, you deserve a thumb up!

emilyemily
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Thanku so much Derek for a wonderful seaborn tutorial. It was in-depth, interesting.🥰

siyays