Python Project by Jupiter.

Looking for Python Expert for my Project.
Budget: $100.
Deadline: 10th Dec-22.
Project Details:
Python Project
Dataset Link: https://www.kaggle.com/datasets/vaibhavnauriyal/hackerearth
Attached csv Files: 1. sample_submission.csv
2. Test.csv
3. Train.csv
Project Steps
1. Introduction
o Define the business problem. Why do you think what you work on is important?
o What do you plan to achieve with your project?
o What is the primary goal of the project, and how will it help the business?
o What are the implications of the project?
2. Describing Dataset
o Where has the data been gathered?
o What are the input and output variables?
3. Descriptive Analysis
o Number of columns and rows
o Percent of missing values by columns
o Means, medians, modes, correlations, variance, outliers
o Data visualizations such as scatter plots or correlation plots
4. Data Preprocessing
o Variable treatment
§ Dropping columns and rows when necessary
§ Imputing missing values
§ Transforming variables if necessary
§ Variable selection
o Fitting models
§ Fitting multiple models with varying parameters
§ Summarize performance indicators of models
§ Selecting the best model using a test data set
Evaluation Criteria
What do I look for in the project presentation?
· How did you define the problem?
· How did you explain the business problem?
· Which algorithms did you choose, and why?
· How did you achieve variable preprocessing and feature selection?
· How did you pick the parameters of algorithms?
· What happened when you altered algorithm parameters?
· Did the performance indicator of the learning algorithm improve after feature selection? If yes, why? If no, why?
· What performance indicators did you use?
Note: if you have confidence then inbox me. After the successful competition of the project, more tasks will be given.