Learn data analysis for free - A Study Plan

Hey there! Are you looking to learn Data Analysis?

Here are some excellent short & concise playlists to follow.

Topics covered:

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🐍 0. Python:

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

Python Programming Beginner Tutorials - Corey Schafer

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🔢 1. NumPy:

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

Python NumPy Tutorial - Freecodecamp

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🧮 2. Pandas:

One of the most widely used library to analyse data, this playlist covers everything you need to know -

Pandas Tutorials - Corey Schafer

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📊 3. Matplotlib:

Now that you know how to analyze data, it's time to create beautiful plots for visualization -

Matplotlib Tutorials - Corey Schafer

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📈 4. Seaborn:

Built up on matplotlib, Seaborn takes a level-up and makes it easier to work with dataframes and make more descriptive plots-

Seaborn Tutorial - Derek Banas

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🧙 5. Plotly:

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

Plotly Tutorial - Derek Banas

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🏗️ Data Analysis Projects:

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

• Spotify Data Analysis
• Sales analysis with Pandas
• Exploratory Data Analysis Project

That's all for this one! Thanks for reading :)