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Art Data Science
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The Art of Data Science
Overview
Reviews
Resources
Project README
The Art of Data Science
Curriculum
- The scope of the workshop.
Installation
- To get yourself ready for the workshop.
Pre-requisites
- To get yourself ready for the workshop.
Schedule
- The broad schedule for the workshop
Overview
- The overview presentation for the workshop.
Intro to Art of Data Science
- The overall introduction to the workshop.
Intro to Data Structures in Python
- Get started with Python.
Intro to Data Structures in R
- Get started with R.
Intro to Visualisation in R
- Visualisation with R.
Case Studies
Case #1 - Peeling the Onion
- Price & Quantity of Onion across in India.
Frame the Problem -
Python
or
R
Acquire the Data -
Python
or
R
Refine the Data -
Python
or
R
Transform the Data -
Python
or
R
Explore the Data -
Python
or
R
Model the Solution -
Python
or
R
Insight Communication -
Python
or
R
Case #2 - Kitna Deti Hain - Cars
- Finding the star pairing in popular movies.
Case #3 - Stars in Movies
- Finding the star pairing in popular movies.
Case #4 - Shining Diamonds
- Price of Diamonds based on 4Cs (Carat, Colour, Cut and Clarity)
Case #5 - Wine Selection
- Selecting a good Red Wine to drink
Practice Exercises
Open Source Agenda is not affiliated with "Art Data Science" Project. README Source:
amitkaps/art-data-science
Stars
34
Open Issues
0
Last Commit
4 years ago
Repository
amitkaps/art-data-science
License
MIT
Tags
Data Analysis
Data Science
Data Visualisation
Problem Solving
Workshop Materials
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