Closed abhisheks008 closed 5 months ago
Hi!! @abhisheks008 Please assign this issue to me.
Full Name : Mariam Github Profile Link : https://github.com/mariam7084 Participant ID : NA Approach for this project : I will perform the EDA of the dataset and visualize the results accordingly. What is your participant role? JWoC 2024
After performing the EDA implement the following models for this project,
Check the accuracy scores of the deployed models and find out the best one based on the best accuracy score.
Issue assigned to you @mariam7084
@abhisheks008 the dataset contains the following columns: Books title Author name Language Publish date Sales Genre This dataset can't be used to deploy machine learning models.
Then go for extensive visualization and data analysis, make the conclusions according to that. Just like an analysis project.
ML-Crate Repository (Proposing new issue)
:red_circle: Project Title : Most Sold Books in the World Analysis :red_circle: Aim : The aim of this project is to analyze the most sold books in the world using the given dataset. :red_circle: Dataset : https://www.kaggle.com/datasets/rafsunahmad/most-sold-books-in-the-world :red_circle: Approach : Try to use 3-4 algorithms to implement the models and compare all the algorithms to find out the best fitted algorithm for the model by checking the accuracy scores. Also do not forget to do a exploratory data analysis before creating any model.
π Follow the Guidelines to Contribute in the Project :
requirements.txt
- This file will contain the required packages/libraries to run the project in other machines.Model
folder, theREADME.md
file must be filled up properly, with proper visualizations and conclusions.:red_circle::yellow_circle: Points to Note :
:white_check_mark: To be Mentioned while taking the issue :
Happy Contributing π
All the best. Enjoy your open source journey ahead. π