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Time Series analysis and machine learning

$30-250 USD

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게시됨 거의 5년 전

$30-250 USD

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We are looking to implement a Long Short Term Memory (LSTM) model with stock data smoothed and filtered using Kalman filtering. Need expertise in statistics and python programming.
프로젝트 ID: 19904130

프로젝트 정보

27 제안서
원격근무 프로젝트
활동 중 5년 전

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27 이 프로젝트에 프리랜서들의 평균 입찰은 $190 USD입니다.
사용자 아바타
Experienced data scientist who has extensively applied machine learning techniques on stock market price/ movement prediction projects. Have previously used Kalman filtering for smoothing of stock market data as well. Would like to know more about the task. Looking forward to hearing back from you.
$150 USD 3일에
5.0 (110 건의 리뷰)
7.9
7.9
사용자 아바타
Hello, I have gone through your job posting and become very much interested to work with you. I am an expert in this field. I have already completed several projects like this. For evidence you can see my profile. Please visit : https://www.freelancer.com/u/schoudhary1553 I have excellent command over English. I am a hard worker, productive and worthy of your attention I hope, I would be the right candidate for this post. Awaiting an affirmative response from you. Kinds Regards, Sandeep
$250 USD 4일에
4.9 (134 건의 리뷰)
7.2
7.2
사용자 아바타
Having more than 6 years of experience in machine learning I have completed a number of projects related to NLP, image processing, computer vision and predictive analysis.I have implemented several projects using LSTM. I believe that I can do your task perfectly. You can check my previous reviews. Looking forward to work with you. Regards, Sajid
$250 USD 7일에
5.0 (46 건의 리뷰)
7.1
7.1
사용자 아바타
Dear sir. Your project attracted my attention at first glance, because I've extensive experience in LSTM Programming. I'm really confident about your project, and very eager to join your project. If we have a chance to cooperate, I'll do my best to provide wonderful result. Looking forward to your response. Best Regards.
$200 USD 3일에
4.8 (72 건의 리뷰)
6.7
6.7
사용자 아바타
Hi, I am a PhD student in the field of machine learning. I have been working on RNN (LSTM/GRU) for 4 years. Also, I am familiar with regression tasks. I prefer to use Tensorflow library but I am comfortable with other deep learning libraries.
$555 USD 3일에
5.0 (11 건의 리뷰)
6.5
6.5
사용자 아바타
Hi. My name is Uzair.I did my masters in Electrical Engineering. I have done my thesis in biomedical signal processing and Machine learning. I have more than 3 years of experience in Python/MATLAB specially in Machine learning/Deep Learning, Image processing and Signal processing. I have knowledge and understanding of state of the art machine learning algorithms like SVM, neaural networks as well as basic algos like KNN and clustering. I have also worked with sklearn and keras in PYTHON. I have experience with tensorflow,Keras,Pytorch and a ot of other ML libraries. I have recently organized a bootcamp on AI and machine learning in my university. Due to my vast coding experience , I can handle your project with quality work. Kindly share some more details so that I can offer the exact solution to your problem. Regards
$140 USD 7일에
4.9 (67 건의 리뷰)
6.0
6.0
사용자 아바타
Hi I'm an expert in time series analysis with ML. I'm sure that I can easily do this project. We can have a about it. Thanks..
$200 USD 4일에
5.0 (37 건의 리뷰)
5.4
5.4
사용자 아바타
Hi, I have worked on timeseries forecasting using ARIMA, SARIMA & SARIMAX. I am well familiar with LSTM too. Also, I have familiarity with statistical aspects like hypothesis testing. I would like to work on your project. Let me know if you want to discuss further. Regards, Monir
$250 USD 7일에
5.0 (31 건의 리뷰)
5.6
5.6
사용자 아바타
Hello I read your job posting carefully and am very interest in your project. I am Python Expert with machine learning. I am gratified to share with you one thing that my only motto is the customer satisfaction because I deliver an only quality product and I assure you as your project needs to get transformed from good to great, I hopefully will not let your expectation down. I am waiting for your positive reply. Please give me an opportunity to proceed from here. You surely feel quality work. Best wishes
$140 USD 3일에
5.0 (20 건의 리뷰)
4.6
4.6
사용자 아바타
Hi I have experience in coding algorithms for forecasting stock prices, using time series analytics. I have done it using NAR,NARX models and ANN. I would be interested in working on forecasting using Kalman and related techniques. Let me know if interested in working with me thanks.
$277 USD 30일에
4.7 (22 건의 리뷰)
5.0
5.0
사용자 아바타
I DO NOT OUTSOURCE I have been a freelancer for the past 8 years, I believe that my experience and skill in this background will prove to be of great help to you. Contact me to discuss more on the details
$150 USD 3일에
4.3 (20 건의 리뷰)
5.0
5.0
사용자 아바타
Hi. I can help you. I have experience with Kalman filters and python. I have worked with macroeconomic data. I think I can use that experience to solve your project. Let's talk in the chat box. I will be happy to help. Johnny
$160 USD 5일에
5.0 (2 건의 리뷰)
4.4
4.4
사용자 아바타
Hello, I recently completed a project where I used LSTM to generate article headlines. Message me if you want to get this done. thanks
$196 USD 3일에
4.8 (5 건의 리뷰)
3.9
3.9
사용자 아바타
Hello, This is Jhony a Data Scientist from Madrid, Spain. I am former consultant from Accenture and EY where I have built and run into production many machine learning models for all the different Industries. I have done LSTM RNN in Python before. Timeseries is a very common use case where time is the 3rd factor from the tensor in LSTM. I am your perfect candidate for this project and will deliver within 3 days. I hope we can work together. Jhony
$111 USD 3일에
5.0 (2 건의 리뷰)
4.0
4.0
사용자 아바타
Hi, I read your project carefully. Your project is very fit to my skills. You can check my skills and certifications from my profile. Let's discuss more details in the chat box. I will definitely help you. Thanks.
$100 USD 3일에
5.0 (8 건의 리뷰)
4.1
4.1
사용자 아바타
I have worked on LSTM and knowledgeable on stock markets. I am well versed in Mathematics, Probability, Statistics and Algorithms. Have excellent understanding of Data Science and Machine Learning Concepts, tools and libraries. 10 days is a good time for coding, review and rework. Looking forward to working with you on this.
$250 USD 10일에
5.0 (3 건의 리뷰)
2.4
2.4
사용자 아바타
Hi, I am a Data Scientist with experience in Machine Learning, Deep Learning, NLP and Computer Vision. I can help you with your project. Pytorch will be used for model training. Contact me, if you are interested, also please mention more details.
$255 USD 14일에
5.0 (2 건의 리뷰)
1.9
1.9
사용자 아바타
Hello, sir. I have a knowledge of Statistic Math, Filtering Theory.(I love Mathematics) My favorite language is Python. Perhaps, you can't find a expert like me. If you hire me, I will do my best for you. I will wait for your response.
$55 USD 3일에
0.0 (0 건의 리뷰)
0.0
0.0
사용자 아바타
Hello Dear, I am a PhD student, I am working on deep learning since 2016. I already worked with RNNs (LSTM and GRU) using tensorflow and keras. I can do it for you easily, please contact me for more details. Best regards
$100 USD 5일에
0.0 (0 건의 리뷰)
0.0
0.0
사용자 아바타
Hi there. I have attached a similar project in my portfolio. I had used stock market data for regressional analysis using LSTM. Below I'm providing you with the steps that be used for your project. Tools and technology 1) Python 3 2) Keras 3) Numpy 4) Pandas 5) Matplotlib Steps to Completion 1) Preprocess the data -> Check for missing values (You tell me what to do with them i.e. skip them or what) -> Smoothing the Data using Kalman filtering: Taking out mean and variance and using Matplotlib to achieve the perfect Gaussian distribution (Statistical Analysis). -> Using correlational matrix, I'll filter out useless/bad features from the data. -> Detecting the outliers. (again you'll tell me what to do with them) -> Grouping the data wrt time intervals. -> Split the data for training and testing (Split on 70 - 30 ratio respectively) -> Reshaping the data to be used as input to the LSTM model. 2) Creating an LSTM model -> Would use Keras built-in LSTM model. -> Then we'll train the model on preprocessed data. -> Will try to achieve/reduce minimum error. Further, you can guide me on what you want to be done. Also, I have some questions regarding data that I would like answered provided you select me. Thank you!
$200 USD 7일에
0.0 (0 건의 리뷰)
0.0
0.0

고객에 대한 정보

국기 (UNITED STATES)
Berkeley, United States
5.0
40
결제 수단 확인
2월 28, 2011부터 회원입니다

고객 확인

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