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Time series model for forex prediction

min $50 USD / hour

Closed
Posted about 3 years ago

min $50 USD / hour

Time series model for forex prediction I have some experience in forex trading and machine learning that I want to use to predict the next day close. I have tried several times but I got a low accuracy. I know what type of feature to be used and I can provide with it. then, I need to deploy that model to use it for my own strategy. I would start with one currency pair then I want to analyze at least 50 pairs using time series deep learning model.
Project ID: 29382050

About the project

8 proposals
Remote project
Active 3 yrs ago

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8 freelancers are bidding on average $52 USD/hour for this job
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Dear Employer, I have seen your Job description -Time series model for forex prediction. I have good experience in Machine Learning Google Cloud Platform Tensorflow Deep Learning Python and have done similar projects. Kindly message me so that we can discuss more about the work. Regards Lalit
$50 USD in 30 days
5.0 (6 reviews)
3.4
3.4
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Hi, I have been working on FX prediction (1min to 1h ahead) mainly using regression. I build the models for 10-20 currency pairs in a bulk training mode. I am not a fan of deep learning in finance because models tend to overfit. Not a surprise, that your results have been poor. I have most success with LGBM and XGBoost. Fo me deep learning is more for image or maybe NLP tasks, although the countless repos and articles suggest sth different. As bigger the timeframe as less accurate the prediction becomes relatively but next day close is still ok. And although spreads seem tiny at first glances, like 1min timeframe usually ruins the account because they are not, especially not for exotic currencies. On the other hand on daily charts you could indeed use features, which you might not have on min or tick data. Lets discuss more in detail!
$50 USD in 40 days
5.0 (1 review)
2.0
2.0
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I once did a stock forecast project, and the accuracy of the model was over 90% or even higher, so I was able to complete this project quickly.
$56 USD in 10 days
0.0 (0 reviews)
0.0
0.0
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Hi, We are a team of data science and ML/AI experts who excel across multiple areas with more than twenty five years of combined experience. We hold expertise in Python, Backend Architecture (micro-services, Kubernetes), Data Science, Machine Learning, NLP, Deep Learning (CNN, RNN/LSTM/GRU, Attention based architectures), Reinforcement Learning, Time Series Analysis, Data Visualisations, DevOps, Web scraping and Big Data including Hadoop, Spark, MongoDb, Elastic Search, Redis and NoSQL databases. We have worked with several MNCs in the domain of Travel, Telecom, Media, Oil & Gas, Messaging and other verticals. We have developed products driven by AI technology innovations with full-stack end-to-end design and development on Cloud (AWS + GCP) over terabytes of transactional and clickstream data.  For details about our capability and projects we have completed you can check our profile. Looking forward to assist you. Warm Regards.
$60 USD in 40 days
0.0 (0 reviews)
0.0
0.0

About the client

Flag of SAUDI ARABIA
Makkah, Saudi Arabia
5.0
1
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Member since Oct 20, 2019

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