Curated Articles

Python

Advanced Concepts

• First Class Functions in Python
  • What are first class functions?
  • Storing functions in a variable
  • Passing functions as arguments
  • Returning function
  • Re-building Python’s map function
  • Simple Function Dispatcher
  • Building a Data Pipe Line generator
  • Conclusion

Data Science

Cheat Sheets

In Data Science you have to work with many different tools and technologies such as Pandas, Numpy, Sklearn, Tensorflow, AWS, Docker, Git, Terminal, Spark, HDFS, Open CV, Plotly and many more ..

It is almost impossible to remember all of the commands from various packages and libraries. While the reference should always be the official docs it is often a good idea to curate a list of most used features and tips and tricks in a single place for faster reference.

• Pandas cheatsheet
  • Input & Output
  • Selecting & Indexing
  • Setting options
  • Text
  • Merge & Joins
  • Grouping & Aggregations
  • TimeSeries