Playing with Data by using of Python, Pandas

abhijeet mote (~abhijeet61)


Description:

Installation of the Pandas, Ipython package using Pip - Quick guide for Anaconda, Spyder
Check the installed version of python and pandas Reading csv/txt/excel/json file using Pandas

  • Understanding what is dataframe?
    • Understanding what is series Using head, tail, describe
  • Making hands dirty with data manupulation
    • Create a Pandas DataFrame
    • Create blank dataframes
  • Data Filtering
    • How To Select an Index or Column From a Pandas DataFrame
    • using lambda expression,
    • adding new columns to existing dataframe
    • joins of dataframes
    • Iterating the dataset
    • Filter, Sort and Groupby
    • Removing the blank values from dataframe
    • Replace values in dataframe(data transformation)
  • Playing with Time series data Writing the new dataframe into csv,excel,txt format
  • plot the dataframe using matplotlib(discuss other alternatives)

Audience Level:Intermediate (Python programming experience is required)

Prerequisites:

Basic of python and keen to play with data

Speaker Info:

I am Python Evangelist and enthusiastic about the open source technology. I am hosting the Python Penang Meetup group, and involving people to work on python programming stack and use it in a day to day life, also by sharing the knowledge acquired by me in this years. I give training to the students, teachers and enthusiastic developers without any cost, also mentor the students for their final year projects. I also contributed to Open source accounting software(GNU-Khata) and IITBombayX MOOCs platform.

Id: 1143
Section: Data Science, Machine Learning and AI
Type: Workshop
Target Audience: Intermediate
Last Updated: