amitkaps / Art Data Science
Licence: mit
The Art of Data Science
Stars: ✭ 32
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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.
- 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
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