Notes of using Python for Data Analytics

Chapter 0: Foundations of Python Basic syntax Data types, indexing, and slicing Flow control and looping Functions Object-oriented programming List comprehensions Regular expression Data input and output Basic text files Excel Database Chapter 1: Essential libraries Numpy Pandas Basic data visualization Scatter Plots Histograms Cumulative Frequencies Error-bars Box plots Pie Charts Chapter 2: Statistics brief…

List of on-line learning websites

Basically, this list is concentrated on data science related courses, please feel free to let me know if there is something good but I didn’t know yet! Thanks! Coursera: With sufficient classes among subjects, the platform is also very friendly. edX: More like the typical class in the university, and length of classes is also…