Machine learning scripts with Python

Completed Posted 6 years ago Paid on delivery
Completed Paid on delivery

I have a dataset with five outcome variable. The outcome variable can be coded either as continuous variable or discrete outcome (0/1).

There are over 90s predictors for these variables. I want you to use scikit-learn and other python machine learning tools to write a python code that performs similar capability that I have using existing R scripts.

This includes:

1. Run descriptive analysis on all data

2. Find correlation between the outcome variables and predictors

3. Run factor analysis and principle components analysis on the predictors

4. Run cluster analysis on the predictors

5. Run various machine learning algorithms (such as regression, SVM, Naive Bayesian) on the data either as a regression problem (assume the outcome value is continuous) or classification problem (assume the outcome value is 1/0)

I do not care the machine learning outcome, just need your help to write the scripts. The training dataset of 250 samples will be shared. And the existing R scripts will be shared. The entire dataset will not be shared.

The script needs to be run on my Ubuntu machine with python 2.7.

Machine Learning (ML) Python R Programming Language Statistical Analysis Statistics

Project ID: #16549906

About the project

19 proposals Remote project Active 6 years ago

Awarded to:

anirudhmuhnot

I have 3 years of programming experience in both in R and Python. I saw the R script used and this project can be broken down in simple milestones. I use sklearn on a daily basis for python2. Since I'm new to freelance More

$50 USD in 3 days
(3 Reviews)
2.1

19 freelancers are bidding on average $153 for this job

mingxiao2008

Dear,Sir How are you? I have read your project description and am ready for starting your project for now. I have experienced in developing python and machine learning. I will work very hard and best for you.

$155 USD in 3 days
(52 Reviews)
7.0
AItechnology

Experienced data scientist who has extensively used all kinds of linear, decision tree based and neural network algos for projects in almost every domain. You want exact replica of your R code in python or broadly the More

$150 USD in 3 days
(52 Reviews)
6.6
hamzaisb

I am a professional ML/NLP Engineer in an IT company with 2+ years of Machine learning and Natural Language processing, have experience working with many challenging problems and also with different tools and librarie More

$155 USD in 3 days
(54 Reviews)
6.3
uzairrzahid

Hi. My name is Uzair.I am in final semester of my masters in Electrical Engineering. I am doing my thesis in biomedical signal processing and Machine learning. I have the knowledge and experience of many Machine Learni More

$222 USD in 10 days
(51 Reviews)
5.9
ideepeners

Hi, We are team of data analyst expert. We are having experience of more than 2 year in this domain. Let me know your final thought. With Regards, CP Jain

$155 USD in 3 days
(26 Reviews)
5.1
VirtualBrainInc

I have briefly read the description on Machine learning scripts with Python development, and I can deliver as per the requirements however I need us to discuss for more clarity on the details, deadline and budget as More

$110 USD in 3 days
(7 Reviews)
4.3
nitinbhardwaj01

I have worked on Predictive Analytics,data mining, Object Detection and Object Recognition problems like counting the different number of vehicle type like cars , scooters, buses etc. Some of the skills I possess ar More

$250 USD in 5 days
(10 Reviews)
4.4
sanatana57

I am having 4 years of experience in data science. Have worked on multiple data science projects in my current organization. Very good in data exploration.

$133 USD in 3 days
(10 Reviews)
3.1
artandvor

Hi! I am skilled Python programmer and I am ready to make your script work as needed. Ready to start asap. I am new to here, but I will definitely make you satisfied for the great review.

$155 USD in 3 days
(0 Reviews)
0.0
simonemsr

Hello member, I have read you project description, and I consider that I can help you. I am not a scikit-learn Python library expert, I am not a machine learning professionist: I understand both Python and machine l More

$35 USD in 7 days
(0 Reviews)
0.0
bhaktimanan

A proposal has not yet been provided

$250 USD in 10 days
(0 Reviews)
0.0
rvipin17

I own a startup which provides Data analysis services and we have a team of data analysts who are working on different projects from Healthcare and Insurance. I can finish your work in 3 days for 30$.

$30 USD in 3 days
(0 Reviews)
0.0