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phelps-sg
phelps-sg
Data science and Big Data with Python
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
This work is licensed under the Creative Commons Attribution 4.0 International license agreement.
phelps-sg