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Ashish Kulkarni

Ashish teaches courses in economics, finance and statistics at the Gokhale Institute of Politics and Economics, Pune. He also blogs daily at econforeverybody.com, and his mission in life is to make learning as fun as possible for as many people as possible.

Ashish has a PhD in economics from the Gokhale Institute of Politics and Economics, and his corporate work experience includes stints with Genpact, Fidelity Investments and Suzlon.

Data, Visualization, and Statistics for Citizens

Without data, you are just another person with an opinion.

In God we trust; all others must bring data!

W Edwards Deming

Date(s):

May 15-21, 2022

Data, Visualization, Statistics
Data, Visualization, Statistics

GenWise 2022

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Data Visualisation
Data Visualisation

GenWise 2022

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Data, Visualisation
Data, Visualisation

GenWise 2022

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Data, Visualization, Statistics
Data, Visualization, Statistics

GenWise 2022

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For Ei ATS Scholars (and equivalent);

Students in Grades 8/9/10 in 2022-23


The world is today awash with data. Data Scientist roles are unfilled in every part of the world. While business has moved ahead, governments and civil society have to catch up and keep pace. India has made strides by making available thousands of datasets from its various ministries, open to analysis and visualisations - from health, to education, social justice, agriculture, natural resources, and more. See here.


An informed citizen data scientist not only helps analyze the raw data, supplemented with visualisations, but also is able to better intrepret such analyses/ visualizations presented to him/ her.


This course covers the following:

  • Set the context for what is possible using available data

  • An overview of the statistical concepts/ tools that underly data and analysis

  • Interpreting the quality of the conclusions (signal/noise ratio, possible errors we need to seek to avoid, reliability, etc.), which is at the heart of all statistical analysis


The format for interaction will be a mix of in-class lectures, hands-on assignments, and DIY projects.