Linear Algebra is an essential branch of mathematics in the fields of chemistry, computer graphics, physics, economics, statistics, machine learning, engineering, etc.

It is used to model many types of natural phenomena, create unbreakable cryptography algorithms, maximize yield in agriculture, make stock market predictions, improve file compression, etc. This playlist of videos will be updated daily until I’ve covered everything! Continue reading Learn Linear Algebra →

This video provides complete coverage of Plotly with many real world examples. Plotly allows you to make beautiful static as well as animate charts!

If you want a video that condenses the whole Plotly API and all that it can do into 1 video with a ton of examples, then this video is for you.
The Jupyter Notebook is here on GitHub. Continue reading Learn Plotly in One Video →

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. Here is the cheat sheet on GitHub. Continue reading Seaborn Tutorial 2020 →