Looking for Python Expert for my Project.
Deadline: 10th Dec-22.
Dataset Link: [login to view URL]
Attached csv Files: 1. [login to view URL]
2. [login to view URL]
3. [login to view URL]
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
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.
21 freelancer chào giá trung bình$92 cho công việc này
hi this is Balaji and I am a Data scientist so i had good knowledge in data processing and mining and visualization......I hope, am the good one for this thanks
I am starting to work on data analysis. So, I'll put my head and heart into completing my first project, if given a chance. (I may reach out to you for few more details.)
i would like to do this project and it will be completed before your requirement date , i am data scientist with year of experience in this field i will help you to complete this task