Ditutup

Shared car location

In order for the service to be reliable, AutoTel has to make sure that supply and demand are geospatially balanced, meaning cars are where and when they are needed. This task is extremely difficult since cars are driven and parked by customers who are not aligned at all with this optimization task. For the most part, the distribution of cars is uncorrelated with the demand: one reason is that if a car is parked in a suburban neighborhood, it may take a long time before another user may drive it to the city center, where high demand for the cars exists; thus clusters of unused cars are very often present on the outskirts of the city.

Using machine learning, AutoTel can predict the geospatial availability of cars at given times, and use predictions to modify their business model. They could, for example, modify prices so that it would be cheaper to park cars in high demand areas, or plan the the maintenance program so that cars will be collected from high-supply-low-demand areas and returned to areas of high demand. This is an example.

Kemahiran: Big Data Sales, Sains Data, Data Analytics

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Tentang Majikan:
( 0 ulasan ) Seattle, United States

ID Projek: #21390604

6 pekerja bebas membida secara purata $228 untuk pekerjaan ini

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 Lagi

$250 USD dalam 7 hari
(14 Ulasan)
5.1
samdhi53

Helo i am sandhi I am try to do this job. With my excel sill an analitycal skill i hope i can fullfil your exprctation. Relevant Skills and Experience Excel, data analitical

$222 USD dalam 7 hari
(0 Ulasan)
0.0
Qiqi201904

*** EXPERT IN PREDICTION ALGORITHM *** Thanks for your posting. As I am a mathematician, especially statistics, I can do your jobs as required by you. I am good at near all programming such as R studio/ Matlab/Java/C#/ Lagi

$150 USD dalam 4 hari
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muratalper99

I have Ph. D in statistics with vast experience in studying and running data analysis. I can do your project efficiently

$388 USD dalam 10 hari
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coffeCode

I have experience at Machine learning, recently I have made a big research about machine learning (Neural networks & Evolution Algorithms), with FFNN, RNN and LSTM networks. I am sure, I can make a research for your pr Lagi

$200 USD dalam 12 hari
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$155 USD dalam 3 hari
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