LisamShoe / python-bigdata

LaunchCode CoderGirl

• Introduction to Python part 1
  • scrubbed notebook
• Introduction to Python part 2
  • scrubbed notebook
• Numpy
  • [scrubbed notebook]
• Introduction to Pandas
• Exploratory analysis with Pandas

Sources

This repo was cloned from Steve Phelps whose original README is below

Data Science and Big Data with Python

(C) 2016 Steve Phelps

This is a collection of IPython notebooks that I use to teach topics relating to Data Science and Big Data.

• Programming in Python
• Numerical Computing
• Relational data
• Analysing structured data using pandas
• Map-Reduce programming and Apache Spark
• Column-oriented databases with HBase and HappyBase

A virtual-machine containing all of the prerequisite software can be downloaded here. This can be imported as a virtual appliance using VirtualBox.

This work is licensed under the Creative Commons Attribution 4.0 International license agreement.

Additional resources

• Some notebooks also taken from (rossant/ipython-minibook)[https://github.com/rossant/ipython-minibook]