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Feature Selection Model - Python

We are looking for individual data science freelancers to work on separate feature selection models. Each freelancer identified will be asked to complete ONE feature selection model - this is to help us identify a potential pool of freelancers we can call on for future work as and when needed.

The feature selection models (and potential python libraries) that we will assign separately* include:

• Random Forest – via feature importance (using sci-kit learn)

• Linear Regression – via coefficients (using statsmodels)

• Logistic Regression – via coefficients (using statsmodels)

• ANOVA – via F statistic (using statsmodels - OLS)

• Structural Equation Modelling – via factor loadings (using SEMOPY)

*Freelancers will be paid $25-$50USD for a SINGLE model delivered.

For EACH model, the freelancer will be asked to create separate functions in their python script that will:

1. Load the provided csv file as dataframe

2. Check dataframe for missing values/errors (and replace value or drop as instructed)

3. Allow user to select features (columns) as input into feature selection model

4. Run feature selection model with selected features (columns)

5. Save feature selection model output

6. Display feature selection output (e.g. table, bar chart, or other suitable output display as instructed )

More details for each of the above steps will be provided separately to the selected freelancer; details will include more specific instructions relevant to the assigned model.

Deliverables: You must provide your work in both of the following formats:

a) Jupyter notebook file showing all of your work – please make sure to include #comments to help explain your work

b) Python file to execute in Pycharm

Budget: Each freelancer will be paid $25-$50USD for the successful delivery of a SINGLE feature selection model; this will be paid upon successful receipt and execution of the freelancer's Jupyter notebook and Python files. All intellectual property will be transferred to us upon completion and payment.

To Apply: If you are interested in this work, please ensure you send a reply explicitly telling us which of the models above you are most efficient and comfortable working with AND the python libraries you propose to use for your chosen model; if you are experienced in more than 1 model please rank the models in order of most efficient/experienced (1) to least efficient/experienced.

***NOTE: Any freelancers who reply to this posting WITHOUT identifying and/or ranking which models they are experienced with (refer to paragraph above) will NOT be contacted.***

Thank you.

Taidot: Python, Tilastotiede, Machine Learning (ML), Datatiede, Data Visualization

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Tietoa työnantajasta:
( 3 arvostelua ) Brussels, Belgium

Projektin tunnus: #29374366

Myönnetty käyttäjälle:

(81 Arvostelua)
6.2
bhargavdave

Hello, I just passed [login to view URL] in machine learning and currently working as Junior Research Assistant in government funded project. I am in Machine learning areas from last three years. I implemented various basic ML/DL Lisää

$25 USD 5 päivässä
(2 Arvostelua)
1.2
jimmycool

Random Forest – via feature importance (using sci-kit learn) Linear Regression – via coefficients (using statsmodels or scikit) Logistic Regression – via coefficients (using statsmodels or scikit) ANOVA – via F statis Lisää

$38 USD 7 päivässä
(2 Arvostelua)
1.4
AbdelrhmanHosny0

Hello , I'm a computer engineering student and I've studied machine learning at university and on my own time(CS229 - Stanford by AndrewNG ,Hands-On ML by Aurelion Geron among others) and I can help you with this proje Lisää

$25 USD 2 päivässä
(1 arvostelu)
0.8
(2 Arvostelua)
2.3
abdelrahmanzied

Hello, I'm Abdelrahman, AI Engineer at GatsbAI. I perfer to work with Scikit-learn (Random Forest - Feature Importance). Code Details: 1. I will load the data using "Pandas" 2. I will explore the data and visualize it Lisää

$35 USD 4 päivässä
(1 arvostelu)
1.1

20 freelanceria on tarjonnut keskimäärin $36 tähän työhön

sajjadtaghvaeifr

Hi, I hope you are doing fine. I have almost 10 years of experience in machine learning algorithms. I can implement various types of artificial intelligence algorithms including yours with Matlab, Python and etc. I hav Lisää

$38 USD 7 päivässä
(4 arvostelua)
3.3
shubhamittal6

hello, I Have already done many projects like This. I would like to help you and be a part of this project. I am working as a data scientist for the last two years and I love my work so much. My hands-on expertise is Lisää

$27 USD 2 päivässä
(6 arvostelua)
2.6
ravim211071

hi there I am well experienced in machine learning feature selection projects. I am comfortable in SVm, regression linear as well as logistics , random forest model. I am sure that I can complete your project on ti Lisää

$30 USD 3 päivässä
(3 arvostelua)
2.8
deepakmaroo

Hi, I am Python, Machine Learning and Deep learning certified from IIT, Rudakee. I have hands-on experience on python in image processing and medical domain. please let me know detailed requirements. Sure together we w Lisää

$42 USD 7 päivässä
(0 arvostelua)
0.0
kariuki538

Hello I have read your project description and I am interested in helping you build successful models i have worked on previous machine learning projects data wrangling, exploratory data analysis, and data visualizati Lisää

$38 USD 1 päivässä
(0 arvostelua)
0.0
nicohuang1216

Rank familiarity from 1-10 •Random Forest – via feature importance (using sci-kit learn)>>9 •Naive Bayes - via probability and different distributions (using sci-kit learn) >>10 • Linear Regression – via coefficients Lisää

$25 USD 1 päivässä
(0 arvostelua)
0.0
jmacinniscan

I am comfortable performing them all. The Statsmodels are much better performed using R, but I can execute in Python if required. In order of preference: 1- Random Forest – via feature importance (using sci-kit learn) Lisää

$40 USD 7 päivässä
(0 arvostelua)
0.0
raviska

Having over 12 years of experience in Soft Computing, Deep Learning, GPU, Model Development Deployment. Working Exposure for Texas University on Model Development and Evaluations.

$38 USD 3 päivässä
(0 arvostelua)
0.0
developerstephen

Dear client, I am an experienced machine-learning expert with a masters in computer science. I will implement the following algorithms: Logistic Regression – via coefficients (using statsmodels) Random Forest – via f Lisää

$35 USD 7 päivässä
(0 arvostelua)
0.0
arthurvaz05

Hi, I am able to work on it for you. I am expert in MLops and AI, can we talk about it? I have worked in few projects in big companies as Coca Cola as Advanced Analytics, you could see my resume in my linkedin profile. Lisää

$38 USD 2 päivässä
(0 arvostelua)
0.0
rohilahsahak

I have experience in data science, including preprocessing, data extraction, selection, classification and analysis for more than 5 years. I will implement the feature selection method using Jupyter notebook as require Lisää

$45 USD 7 päivässä
(0 arvostelua)
0.0
VADLASURESH2

Expert in develop & deploy Machine Learning Predictive models. 1. XG Boost 2. Random Forest 3. GBM 4. Regression

$35 USD 7 päivässä
(0 arvostelua)
0.0
aeljarjini

Hi, I'm interested in your offer, i want to work in real project i don't care about the money just i want to learn. I have experience in creating machine learning models with R and python,

$38 USD 7 päivässä
(0 arvostelua)
0.0
Shashank447

I hold a PG Degree in ML and experienced in Data Science field. Below is the ranking for the mentioned models. 1)Linear Regression 2)Logistic Regression 3)Random Forest 4)ANOVA – via F statistic (using statsmodels Lisää

$50 USD 7 päivässä
(0 arvostelua)
0.0