Numerical Python (Numpy/Scipy) and Pandas
Numerical Python (Numpy/Scipy and Pandas)
Standard Python
Below is a list of recommended resources you can attend to. We will go over basic Python.
The tutorials below are self contained and can remind you the basics in case you need a refresher or you havent done any programming until now.
Google Python Class This is a bit dated as it covers Python 2, but it is still highly regarded as Python 3 and 2 have few differences.
CodeAcademy Data Science Path. Take Python modules 4-10. This course contains Numpy and Panda intro as well.
We should also mentioned Leetcode as this is perhaps the most popular destination for anyone that wishes to use the skills learned here to launch a software engineering career in tech. It helps you answer all coding-based interview questions.
Numpy
We will go Numpy Tutorial from Stanford’s CS231n.
Pandas
In any case, this is the effectively “official” documentation on Pandas: Pandas: powerful Python data analysis toolkit