DEV Community

Cover image for Learn data analysis for free - A Study Plan
Shreya Purohit
Shreya Purohit

Posted on • Updated on

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:


🐍 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

Python


🔢 1. NumPy:

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

Python NumPy Tutorial - Freecodecamp

NumPy


🧮 2. Pandas:

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

Pandas Tutorials - Corey Schafer

Pandas


📊 3. Matplotlib:

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

Matplotlib Tutorials - Corey Schafer

Matplotlib


📈 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

Seaborn


🧙 5. Plotly:

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

Plotly Tutorial - Derek Banas

Plotly


🏗️ Data Analysis Projects:

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

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

Top comments (0)