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Predictive maintenance

£10-15 GBP / hour

종료됨
게시됨 4년 이상 전

£10-15 GBP / hour

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.
프로젝트 ID: 22380145

프로젝트 정보

12 제안서
원격근무 프로젝트
활동 중 4년 전

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사용자 아바타
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 project. Also, have a look at my profile for my reviews and portfolios. Thanks Note: This is not an automated bid and i'm ready to discuss your project right now. .. .
£38 GBP 1090일에
5.0 (12 건의 리뷰)
6.2
6.2
사용자 아바타
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 to handle such datasets and how to use lag features and rolling aggregates over a window to create a real time predictive model to predict failures at component level. I have also experience in spark and Hadoop systems to handle big data also. Please share more details. I would like to work with you. Thanks.
£20 GBP 20일에
4.9 (36 건의 리뷰)
5.6
5.6
사용자 아바타
Hello, i have read the details provided..please contact me to discuss more on the project deadline and some other few things
£13 GBP 40일에
3.6 (12 건의 리뷰)
5.5
5.5
사용자 아바타
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 industry which is not clean data and used preprocessing to clean data.I worked projects such as credit scoring, churn prediction, Mc Kinsey customer acquisition and retention and applied various algorithms on them.I read all requirements
£13 GBP 40일에
5.0 (14 건의 리뷰)
3.9
3.9
사용자 아바타
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 40일에
5.0 (1 건의 리뷰)
3.3
3.3
사용자 아바타
Hello, Greetings of the day. With almost 10+ years of experience in company’s like Johnson & Johnson- Data Science (2018 Fortune World’s Most Admired Company), Ever AI (Acquired by Khosla Ventures) #1 NIST for face recognition, Cruxbot (Acquired by Intel), Artudata, Medlex, etc., we gained expertise in machine learning, Full Stack Web Development, Cloud Computing, artificial neural networks, deep learning, reinforcement learning, generative adversarial networks, and also other algorithms of Machine learning. We invented the algorithm of H+ Tree which proves to speed up databases up to 300%. It is the upgraded version of B+ Tree. Another project is, F(x) Data cloud which is Asia’s first public cloud based on OpenStack Newton with IaaS and DBaaS. The third major project is, Ever AI which is the fastest face recognition algorithm with 99.98% Accuracy. Also, we are a team of 30 highly skilled people working mainly on Machine Learning, Full Stack Web Development, and Cloud Computing. Some of F(x)’s best and relevant projects are 1. Medlex 2. Artudata 3. Korebin 4. Fx Data Cloud 5. Newsolive I’d love to hear from you. Thank You!
£30 GBP 40일에
5.0 (1 건의 리뷰)
3.4
3.4
사용자 아바타
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? Also, what's the size of your dataset?(how many entries do you have)? Thanks! Adina
£11 GBP 20일에
5.0 (3 건의 리뷰)
2.4
2.4
사용자 아바타
I am a Full-Time Freelance Full Stack Web App Developer-Designer (Specialising in CRM, Laravel, ERP, E-commerce, Website Developing & Designing, Android Apps, Ios Apps, web-apps). I am also proficient in the following technologies; Php, Laravel, Codeigniter, WordPress, Magento, Blockchain Developing, React js, Yii2, Nodejs, Angular js, Vuejs, IOS Developing, Android Developing, SEO and Digital Marketing. I pride myself on my client's satisfaction.
£13 GBP 40일에
0.0 (0 건의 리뷰)
0.0
0.0
사용자 아바타
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. My current research work is on Adversarial training of End-to-End Speech Recognition. I am a problem solver and I believe in providing complete solutions. If you have a project in mind and you don't even know where to start, then you've come to the right person. I also have a vast knowledge of Statistical Learning like categorical data analysis, Bayesian statistics, decision trees, cluster analysis, and predictive modelling. I have also managed live production environments on AWS. ML frameworks: Tensorflow, PyTorch, Keras, Chainer, Theano, Apache Spark Python frameworks: numpy, pandas, scikit etc. Programming Languages: Python, SQL I'm flexible with my working hours and am happy to work closely with any existing freelancers you work with. You can expect prompt, polite and helpful communication from me. I look forward to hearing from you!
£13 GBP 40일에
0.0 (0 건의 리뷰)
2.3
2.3
사용자 아바타
Hello, We have 6+ years of experienced full-stack (Python, Django, Machine learning, Anaconda) developers team for your existing website projects. Also We have 8+ years of experienced JavaScript MEAN/MERN stack developers Team for your project. We are expert in Python website and apps development, Python programming, Python integration framework, designing, etc. We are familiar to work with GIT, cloud-based services and extensive experience in Python3, Flask, SQLite, HTML5, CSS3, Bootstrap, JavaScript & jQuery development. We've pursued projects on technologies including Python, Django, Pyramid, Plone PostgreSQL, MySQL, HTML5, CSS3, JS, PHP, Flask, Machine learning, Tensorflow, Keras, Turicreate, Pytorch, AI, Rest frame work, Chatbot, Automation, Beautifulsoup, Scrapy, Selenium, Python requests, AWS, NGINX, Pyspark, Trading bot, Numpy, RestAPI etc. Python development services: • Web development and test automation • Google App Engine Cloud Platform development • Zope and Plone development • Django development • Pyramid framework development Kindly initiate the chat i.e we can discuss further. Thanks! Emizentech
£13 GBP 40일에
0.0 (0 건의 리뷰)
0.0
0.0
사용자 아바타
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-depth knowledge and expertise required for this project.
£13 GBP 40일에
0.0 (0 건의 리뷰)
0.0
0.0

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국기 (UNITED KINGDOM)
United Kingdom
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10월 4, 2014부터 회원입니다

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