Vehicle Manufacturer Analysis

Industry Project Record
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IEG Campus
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Eva Nazira Nazry Syah
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Record Details

Vehicle Manufacturer Analysis

A data analysis and machine learning designed to predict fuel efficiency based on engine size and the number of cylinders, built using Python. This system enables accurate predictions of fuel efficiency, making it an invaluable tool for optimizing vehicle performance and making informed decisions in the automotive industry. The project includes comprehensive data import, cleaning, and analysis to ensure high-quality, reliable predictions.

Mandatory data group
GRID MY24AAA031AGAB
Category Project Work
Subcategory Industry Project Record
Duration 11-Jul-2024 - 24-Jul-2024
Project type ProjectNot Funded
Team size & role 3, Participant
Record Published On 8/1/2024 5:14:48 AM

Earning Criteria

1. Data cleaning 2. Drop outliers to improve data's quality 3. Perform exploratory data analysis (EDA) to uncover insights 4. Data analysis on the data 5. Develop and train predictive models using algorithms such as linear regression, decision tree, and random forest regression 6. Evaluate model performance and optimize for accuracy 7. Generate detailed reports and visualizations of the results

Publishing Organization Details

Publisher ID MYAEAAAAA000
Publishing Organization IEG Campus
Publisher Email ****-***-***

Approver Details

Approver ID ****-***-***
Approver ****-***-***
Designation ****-***-***
Approver Email ****-***-***
Approved On ****-***-***

Receiver's Details

Receiver ID MY24AAA031
Receiver Eva Nazira Nazry Syah
Receiver Email ****-***-***