Data Analysis and Machine Learning in Python

Job ID: 36560157

Budget: $10 – $30 USD

Hi I am looking for a data analyst someone familiar with machine learning and data visualisation to process data and generate graphs and tables. I have most of the codes ready however there are some issues which needs to be fixed in the code to be able to generate the graphs and tables.

I have to predict 4 dependent target crop parameters each from 5 indices (independent variable) at several growth stages 6 growth stages in total. Training 80% testing 20%. I will give more details when I hire you. But briefly:
1. a graph plotting the correlation on the y axis and growth stages on x axis. The plotted correlation lines will be that of the indices (5 different colors) (i already got the code some minor bugs)
2. Statistical and machine learning models (I already got the codes as well) just minor fixes in the codes for graph plotting (training testing and predictor importance)

An example results to be generated for No. 1 is the graph attached. On x axis will be the 6 growth stages and on the y axis will be the correlation coefficient (I already calculated) and the lines will be 5 different colored lines indicating the 5 different indices). Also this will be for 1 crop variable I will need all the 4 graphs to be stacked together all 4 one under the other.

An example of results to be generated for No.2 is the results similar to the paper
https://www.mdpi.com/2072-4292/11/7/740

Deadline for this is 4 days from now. NOTE ALL DATA AND CODES SHOULD BE KEPT CONFIDENTIAL AND DISPOSED OF AFTER PROJECT COMPLETION. ALSO NDA, IPA AND CONFIDENTIALITY WILL BE SIGNED VIA FREELANCER.

Thanks for doing a perfect work