Python Explore / Get started with
It encompasses different data structures and data analysis tools
Pandas dataframe is a common way to store and process tabular data!
Task of grouping a set of objects in such a way that objects in the same group (called a cluster) are more similar (in some sense) to each other than to those in other groups (clusters)
This course will show you the basics of data analysis in Python. The emphasis will be on learning how to Pandas dataframes, read excel/csv, groupby, and more
Follow the tutorials parallel to looking at and executing the code on GitHub!
We will move past the basics of data analysis and explore how we can manipulate, process, clean, and crunch data with Pandas, NumPy.
In the real world, before you model your data you have to load, clean, wrangle and process your data. This book teaches you to master that!
Alternative to numpy and pandas that solves real-world problems with readable code
If you are curious, check this library!
Basic Python syntax, data types, language concepts, scrape websites and APIs, Python libraries, automate entire data-wrangling process
This book expands your horizon on the applicapility of Python. But feel free to skip it!