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Build a Small time series model (should take 6 hours max)

Must be familiar with Jupyter Notebook.

The attached file has three columns. Work_done_DateTime | Contractor_Name | is_accident_true (whether the work done resulted in an accident or not).

Your first goal is to create a predictive model. Is the given Contractor more likely to cause an accident?

Feel free to use creative temporal features. The only important rule is that you cannot use the most recent 1 month of information. I.e If you are predicting today then you do not know whether the same contractor caused an accident for T minus one month. Information reaches you with one month lag.

Along with the model code, you are required to submit a small description of :

- Entire Solution space considered - problem summary

- Subset of the solution space that you determined you would experiment with and the reasoning behind your decisions. - EDA and Visualization skills

- How you measure your model performance. - experiment design

- Final results.

Evner: Machine Learning (ML), Datavidenskab, Data Visualization, Financial Forecasting, Python, Software Arkitektur

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Om arbejdsgiveren:
( 0 bedømmelser ) Edmonton, Canada

Projekt ID: #30196853

Tildelt til:

(105 bedømmelser)
6.0

8 freelancere byder i gennemsnit $436 timen for dette job

Tonyspychenko

Hi, thanks for your job posting. I think we can use RNN or LSTM for prediction. I have ever worked for similar project such as Stock prediction and blockchain trading... please contact me. thanks. Anton.

$350 CAD in 7 dage
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MihailKuzmin

Hi. How are you? https://www.freelancer.com/u/MihailKuzmin I am an expert in Machine Learning with full experiences. I can provide perfect results according to your proposal. Please open chat window and send me details Flere

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mattfranc25

Please see my github profile [login to view URL] As you can see my github profile, I am a senior python developer. Over the last 5 years, I developed many python projects related to web scraping, machine Flere

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SpotContent

Hello Sir, I am a software engineer and a professional content writer geared up with 8 years of experience under numerous niches. My writing umbrellas seo articles, blogs, academic writing, case studies and much more. Flere

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sgrisin659

Hi, I am a Deep Learning/Machine Learning Expert using python. I can realize ML/DL technologies with python tensorflow, keras etc. I can time series model using python tensorflow. I will use CNN for predicting the sta Flere

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Jayant222

I can perfectly help you with that. I am a professional Data Analyst and Excel expert holding years of experience in utilizing advance level tools and functions of Google sheets & Excel (including VBA and Macro) to per Flere

$250 CAD in 2 dage
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iamashik24

hi i am a python ,R developer and machine learning engineer. i can do the project for you and get the code as per requirement. feel free to contact me and we can discuss the details .

$550 CAD på 1 dag
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