Ambeone Student’s Projects Gallery
Based on the Big Data Analytics & Machine Learning Techniques taught in Ambeone’s Programs
This is a Gallery of some glimpses Data Science projects done by recent Ambeone students as part of their program.In case you are interested to know more about a particular project/projects, you may contact us for details .
Transport Vehicle Cost Analysis & Recommendation Model
Submitted by: Manjusha
Transport Vehicle Cost
vs
Usage Optimization
Overview
The Data Science project was based on Transport Vehicles Cost Analysis for a Logistics company and develop a Recommender System
Objective
- To analyze the Maintenance Cost of different Vehicle Models and recommend the best one
Data Preparation
- Data was collected from different reports like Workshop maintenance Report,Purchase Report and Trips Details.
- Brand Wise and Model Wise costs were analysed based on Trip details like Mileage , Duration and other parameters.
Data Science Techniques and Models used
- ANOVA
- Linear Regression Model
- Logistic Regression and Random Forest
Key Results
- Recommender system for Brands and Models optimised for Maintenance and other costs for different types of Trips was developed based on Regression Modeling.
