2011, Algorithm and Exploratory Data Analysis

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2011

Algorithm

Exploratory Data Analysis

The Gap’s Data Science Director Has Tailored the Retailer’s Operations

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JANUARY 20, 2025

He graduated in 2011 from IISERs five-year dual science degree program with bachelors and masters degrees, with a concentration in mathematics. The existing algorithms were not efficient. There are eight of what he calls spokes in data science. He then earned a masters degree in operations research in 2012 from Columbia.

Data Science

Data Science Data Scientist Exploratory Data Analysis Machine Learning

Predicting new and existing product sales in semiconductors using Amazon Forecast

AWS Machine Learning Blog

APRIL 6, 2023

We also demonstrate the performance of our state-of-the-art point cloud-based product lifecycle prediction algorithm. Challenges One of the challenges we faced while using fine-grained or micro-level modeling like product-level models for sale prediction was missing sales data. We next calculated the MAPE for the actual sales values.

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The Gap’s Data Science Director Has Tailored the Retailer’s Operations

Predicting new and existing product sales in semiconductors using Amazon Forecast

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