skillenza-com / MishMash-India-2020

MishMash hackathon is India’s largest online diversity hackathon. The focus will be to give you, regardless of your background, gender, sexual orientation, ethnicity, age, skill sets and viewpoints, an opportunity to showcase your talent. The Hackathon is Live from 6:00 PM, 23rd March to 11:55 PM, 1st April, 2020
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GreatMindsAtWrk - MishmashhSalesPrediction- THEME1 #167

Open nikhildarade opened 4 years ago

nikhildarade commented 4 years ago

Before you start, please follow this format for your issue title: GreatMindsAtWrk - MishmashhSalesPrediction- THEME1

ℹ️ Project information

One of our brands is going through some major changes in business execution plans and will like to know.

  1. You can select any one theme from - XR / Mobility / FinTech/ Deep Tech or Machine Learning / Ed-Tech / Social Impact
  1. Project Name: MishmashhSalesPrediction

  2. Short Project Description: One line crisp description of your project

  3. Team Name: GreatMindsAtWrk

  4. Team Members: Nikhil Darade - https://github.com/nikhildarade Harshit Trivedi - https://github.com/Hash12345

  5. Demo Link: (if any, this might contain a website/ mobile application link/ short video, etc.)

  6. Repository Link(s): https://github.com/nikhildarade/MishmashhSalesPrediction/blob/master/Mismash%20Hackathon.ipynb

  7. Presentation Link: MishMash_Theme1ProbStmt_3_GreatMindsAtWrk.pptx

  8. Deep Tech - Problem Statement - 3: Problem Definition: One of our brands is going through some major changes in business execution plans and will like to know.
    i. What are the major drivers for sales(EQ)?
    ii. Knowing the drivers, how accurately we can predict future sales for next 6 periods?

  9. Deep Tech - Problem Statement - 2: If you have chosen to work on the problem statement - 2 then please provide the reference for your dataset.

  10. Azure Services Used- No

🔥 Your Pitch

Using Linear Regression and Decision Tree Regressor What are the major drivers for sales(EQ)? a. Inflation, b. pct_PromoMarketDollars_Subcategory c. pct_PromoMarketDollars_Category d. Median_Rainfall