Feb 2017
13 Mon
14 Tue
15 Wed
16 Thu 09:00 AM – 06:00 PM IST
17 Fri 09:00 AM – 06:00 PM IST
18 Sat
19 Sun
PyCon, the gathering for the community using and developing the open-source Python programming language. This is the first year of the PyCon Pune where the community will meet for two days of talks and working on upstream projects in two days of dev sprint. CFP ends on 30th November AoE.
SG
Sudarshan Gadhave
@sudarshan1413
Introduction to Data Wrangling with Pandas
Submitted Nov 21, 2016
Technical level:
Beginner
In a typical data science project, 60%-70% of total time is consumed in extracting, cleaning, preparing and analyzing the data before the actual model building and validation phase begins.
Pandas is the data wrangling library written in Python which makes all these activities super easy.
Outline
Below are some of the highlights of this talk which will be covered using Case Study
• Pandas Data Structures and basics
• Data import and export in Pandas
• Data Wrangling (Clean, Transform, Merge)
• Data Aggregation and grouping operations
• Exploratory Data Analysis and Descriptive Statistics
• Plotting and Visualization
Speaker bio
I am a Data Engineer and Data Science Enthusiast working with NEC Corporation of America (NEC Japan). I have completed B.E. in computers from Pune University and have total 6+ years of IT experience. My skillset includes Data Warehousing, Data Integration, Data analysis, Python, R Programming, Tableau, Feature Engineering and Machine Learning. I have been active part of Python Pune group and have conducted several sessions on Data Analysis and Machine Learning.
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