Predictive maintenance

For a given physical product, we want to be able to predict which component will fail on the product and when.

All products have the same attributes, e.g. product code, date of manufacture, quantity of uses, along with history of component names, component failure, component failure severity and component failure date.

For the physical product, we also have the component failure history.

The data is ready to load and currently stored in AWS S3.

We currently have a prototype in Sagemaker but it does not allow us to pass in the history of the physical product we want to predict the component failure on and it does not return when a product component is likely to fail.

Kemahiran: Machine Learning (ML), Kecerdasan Buatan, Python, Pytorch, Tensorflow

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Tentang Majikan:
( 0 ulasan ) United Kingdom

ID Projek: #22380145

13 pekerja bebas membida secara purata £16/jam untuk pekerjaan ini


Hi there, I am a data scientist and Being an expert machine learning and artificial intelligence I can do this project for you. please leave a message on my chat so we can discuss the budget and deadline of the projec Lagi

£38 GBP / jam
(7 Ulasan)

I am a data scientist and have experience with machine learning in R and Python. I have done multiple predictive maintenance projects with companies like Infinis Energy in UK and Mahindra Suzten in India. I know how t Lagi

£20 GBP / jam
(24 Ulasan)

I have read your requirements. I am managing director of software company and I have team for development so we can complete it perfectly. We have 11+ years of experience in software development. We have developed 40 Lagi

£15 GBP / jam
(10 Ulasan)

Hello, i have read the details provided..please contact me to discuss more on the project deadline and some other few things

£13 GBP / jam
(8 Ulasan)

Hi I work on machine learning and deep learning using Python libraries. Please share some sub set of your data for this predictive analysis so I can ask question in detail. Thanks

£10 GBP / jam
(1 Ulasan)

Hi, I have experience with ML, time series and predictions using Python and Tensorflow. I am interested to work on your project. Can you please send me a sample of the data you have about the component failure history Lagi

£11 GBP / jam
(2 Ulasan)

Hello, I have previously worked on statistical models and bayesian probability models, specifically HMM (Hidden markov models) & viterbi Algorithm. I have a sound background in statistics and predictive analytics. Fr Lagi

£12 GBP / jam
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Hello I am a Data Scientist/Machine learning engineer who has research and work experience on these area.I have very good python skills and worked famous libraries of it.I worked on large data sets especially in bank i Lagi

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Hey, I'm a Masters Student in Natural Language Processing with extensive experience in Deep Learning, NLP, Speech Recognition and Text-to-Speech (TTS). I also have 4 years of full-time work experience as an ML Engineer Lagi

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I have over 7+ years of programming experience, a Master's research topic in the domain of machine learning and having worked on a similar project during the course of my study, you can be rest assured I have the in-de Lagi

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