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Excellent playlists to learn Data Analysis in Python

Excellent playlists to learn Data Analysis in Python

Excellent playlists to learn Data Analysis in Python

 

If you’re looking to learn Data Analysis in Python, here are some excellent short & concise playlists to follow:

– NumPy
– Pandas
– Matplotlib
– Seaborn
– Plotly
+ Projects!

 

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Want to brush up your python skills right from the fundamentals? This playlist will do the job –

Python Programming Beginner Tutorials

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1. NumPy:

 
This is a 1-hour video covering concepts like arrays, indexing, math, statistics, reshaping, and more. 
 

2. Pandas:

One of the most widely used libraries to analyze data, this playlist covers everything you need to know –
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3. Matplotlib:

Now that you know how to analyze data, it’s time to create beautiful plots for visualization –
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4. Seaborn:
Built upon matplotlib, Seaborn takes a level-up and makes it easier to work with data frames and make more descriptive plots-

Seaborn Tutorial 2021

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5. Plotly:

Want to level up your plotting games and make interactive, animated plots? Learn Plotly –
 

 

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Data Analysis Projects:

Woosh, you now know the data analysis libraries, it’s time to do some projects, right?

– Spotify Data Analysis

Sales analysis with Pandas

– Exploratory Data Analysis Project: