About Me
Result-oriented professional with 2+ years of work experience and a proven knowledge of competitive analysis, consultative sales and market positioning. Aiming to leverage my analytical skills to successfully fill the Data Analyst role at your com...
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Data & Analytics
Database
Positions
Portfolio Projects
Company
Project on “Building user-based recommendation model for Amazon” at Simplilearn using R Programming
Description
Exploratory Data Analysis:
Which movies have maximum views/ratings?
What is the average rating for each movie? Define the top 5 movies with the maximum ratings.
The top 5 movies with the least audience.
Recommendation Model: Some of the movies hadn’t been watched and therefore, are not rated by the users. Netflix would like to take this as an opportunity and build a machine learning recommendation algorithm which provides the ratings for each of the users.
Divided the data into training and test data
Built a recommendation model on training data
Make predictions on the test data
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Data ScienceTools
R studioCompany
Project on “Retail Analysis with Wal-Mart Data” at Simplilearn using Python Programming.
Description
Statistical Model
Built a prediction models to forecast demand
• Linear Regression – Utilize variables like date and restructure dates as 1 for 5 Feb 2010 (starting from the earliest date in order). Hypothesize if CPI, unemployment, and fuel price have any impact on sales.
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Data ScienceTools
Python Jupyter Notebook