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Overview

SmartAd is a mobile first advertiser agency. It designs intuitive touch-enabled advertising. It provides brands with an automated advertising experience via machine learning and creative excellence. Their company is based on the principle of voluntary participation which is proven to increase brand engagement and memorability 10 x more than static alternatives.

SmartAd provides an additional service called Brand Impact Optimiser (BIO), a lightweight questionnaire, served with every campaign to determine the impact of the creative, the ad they design, on various upper funnel metrics, including memorability and brand sentiment.

The main objective of this project is to test if the ads that the advertising company runs resulted in a significant lift in brand awareness.

Pipeline Design

Pipeline Design

Install

git clone https://github.com/Melak2017/abtest-mlops.git
cd abtest-mlops
pip install -r requirements.txt

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  • Jupyter Notebook 98.9%
  • Python 1.1%