decision tree coding and reporting

Completed Posted 4 years ago Paid on delivery
Completed Paid on delivery

We have 3 sets of indicators coming from sensors aggregated on daily level and hourly level in excel sheets (3 daily sheets + 3 hourly sheets + database sheet with total 7 excel sheets)

We need to do simple data cleaning then feature engineering and feature importance

calculation then binning each indicator into 3 or 4

categories maximum to be able to visualize them, then use decision tree s to visualize the

target indicator break down against the all other indicators then using ggplot or python

bokeh we need to visualize an interactive decision tree that is reshaped based on the

indicator and the period selected and sensor zone (there is column for places and long/lat of sensors)

and with feature importance matrix we can plot the most 2 or 3 indicators that are

impacting us on the map of ggplot and finally export it to R-mark down report

code to be shared and explained in details line by line

binned data will be used for graphing of decision tree while original data will be used to train random forest model predictions and graphing

Data shared is confidential and ownership of the code will be automatically transmitted to the demander upon payment and data must be deleted with the termination of the project

7 versions of the code shall be delivered

1- Executable version cyphered and license generated based on laptop mac address renewable each 3 months

2- Executable version not cyphered and not licensed

3- Code document with details explanation of each line code

4- .py files that can run the script with explanation of code

5- Code for each section highlighted in yellow shall be saved in separate *.py file and saved with the name of the section included in the document

6- Work pipeline code and code flow shall be written for learning purposes

price ,time and details of the program are negotiable and can be changed to match your skills and minimize effort

Python Software Architecture Machine Learning (ML)

Project ID: #22674243

About the project

28 proposals Remote project Active 4 years ago

Awarded to:

Kromel

Dear sir or madam, I am an experienced Machine Learning Engineer. I have delivered various ML solutions, which were successfully taken to production. I have expert knowledge of ML algorithms and I can visualize solutio More

$250 USD in 7 days
(39 Reviews)
5.9

28 freelancers are bidding on average $503 for this job

AwaisChaudhry

Hi, I have gone through the brief details mentioned on the job. I have done multiple jobs with Machine Learning (ML), Python, Software Architecture which are the skills required to get this job done. Lets start the cha More

$750 USD in 8 days
(70 Reviews)
7.9
Guptapuru304

Hi! I'm senior python developer, working for 3 years now. I am expert in data mining, deep learning and machine learning using scikit and pytorch with state of the art approach. I can complete the project in 4-5 days More

$400 USD in 4 days
(34 Reviews)
6.4
utkarshkatiyar19

Hi, I'm an expert in decision tree coding. I'm sure that I can easily do this project for you. We can have a chat about it. Thanks.

$500 USD in 7 days
(77 Reviews)
6.1
williams115

Hi there - My name is Phong. I’ve read your brief and I am very interested in this project because I have good knowledge and rich practical experience in these fields. I am highly qualified for this project and would l More

$500 USD in 7 days
(37 Reviews)
6.1
lesteraguilar

------- Pro Python/ Software Architecture/ Machine Learning (ML) Expert! -------- Hi client. Once saw a your project, it was very attracted my mind because I am very interested in your project and also, have rich expe More

$250 USD in 3 days
(17 Reviews)
5.3
shubhamjpc

Hi,i have worked on similar projects and can do the task in a very effective and optimised way. I have worked on both supervised and unsupervised machine learning problems. Also i have extensively worked on text analyt More

$277 USD in 3 days
(35 Reviews)
5.0
suyashdhoot

Hi I am a very experienced statistician, data scientist and academic writer. I have completed several PhD level thesis projects involving advanced statistical analysis of data. I have worked with data from several comp More

$750 USD in 7 days
(35 Reviews)
5.9
hsh564cf84accd96

I am writing this proposal in order to work for you in Software and Web Development. We are highly trained professional developers seeking to freelance and earn online. Having a flair in programming and development I More

$250 USD in 7 days
(21 Reviews)
4.9
amariitism

Hello I am a highly motivated young technocrat from India. Currently, I am a Ph.D. research scholar in the department of Computer Science & Engineering at Indian Institute of Technology (ISM) Dhanbad, India. I am appr More

$750 USD in 30 days
(15 Reviews)
4.6
razajen

I am a professional Data Scientist from Scotland, I have a vast amount of experience working with decision trees. I am here to discuss your project further. drop me a text when you are here.

$750 USD in 7 days
(7 Reviews)
4.1
asifmahfuz1405

i am an expert in machine learning and deep learning in python and r. I have done similar hands on project with decision trees and i am very efficient at it which is also provided in my git hub account. so i can assure More

$250 USD in 1 day
(8 Reviews)
3.8
Infogrex123

We are a team of Data Scientists comprising of IIT graduates and Statisticians Our area of Expertise: -Statistical Modeling and Machine Learning o Regression (Linear, Logistic, Multiple, GLM) o Cluster Analysis, Decisi More

$600 USD in 7 days
(1 Review)
3.5
mohamedaithmida

Hello sir ! We are a group of expert, each with a master's degree in economics and statistics , we have a good experience and brilliant skills in Machine Learning using python or R Programming Language, we promise yo More

$500 USD in 7 days
(3 Reviews)
3.1
abdurrehman1985

Developed my expertise in machine learning by completing core specializations in Data Science (including IBM assignments and capstone projects on historic datasets of different industries). Not only completed eighteen More

$750 USD in 7 days
(4 Reviews)
3.0
zuhairabbas14

Hi, I have read your project and found it quite similar to the projects and researches that I have done in the past, as a Deep learning researcher. Some of my work include: human activity recognition, urban sound / ima More

$400 USD in 7 days
(6 Reviews)
3.2
akshaynagpal1995

Data Scientist Big Data Expert Many years of experience in - machine learning - deep learning - RNN, LSTM, CNN - Computer Vision, NLP - statistics - Big Data Tools: - Colab - AWS - GCP - Hadoop Stack Languages: R Py More

$333 USD in 5 days
(5 Reviews)
3.3
swetaroy06

I can complete your project is the said duration. It will be great if you can share a snapshot of the data so that I can give a small demo beforehand.

$555 USD in 7 days
(4 Reviews)
3.4
AmalKsein222

Hello, Sir. I am an ML, DL, Data Science, Data Mining Expert and have expertise of these fields. I have rich experiences with Supervised learning (Logistic Regression, Naive Bayes Classifier, Nearest Neighbor, SVM, Dec More

$550 USD in 5 days
(2 Reviews)
2.9
akiramatsui0305

hi Client. i have read and understood your request.i am interested in your project and can do it very well. I have wide experience in Python development and i am looking forward to contact me, please. i want to consult More

$500 USD in 7 days
(1 Review)
0.8
vibsDS

Hi, As an experienced data scientist along with a Masters Degree in Data Science, I think we would be able to leverage on my technical skills as well as the skills required to explain the machine learning models and h More

$277 USD in 5 days
(0 Reviews)
0.0