In this repository, we will assume that you are an experienced data scientist who have been recently as a data science consultant to several clients. You have been tasked to apply data science techniques to the following 6 departments:
(1) Human Resources.
(2) Marketing.
(3) Sales.
(4) Operations.
(5) Public Relations.
Your will be provided with datasets from all these departments and you will be asked to achieve the following tasks:
#1 @Human Resources Department:
Develop an AI model to Reduce hiring and training costs of employees by predicting which employees might leave the company.
#2 @Marketing Department:
Optimize marketing strategy by performing customer segmentation.
#3 @Sales Department:
Develop time series forecasting models to predict future product prices.
#4 @Operations Department:
Develop Deep Learning model to automate and optimize the disease detection processes at a hospital.
#5 @Public Relations Department:
Develop Natural Language Processing Models to analyze customer reviews on social media and identify customers sentiment.