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Python Machine Learning for Online Trading

$250-750 USD

Cerrado
Publicado hace alrededor de 4 años

$250-750 USD

Pagado a la entrega
Hello, I am looking for a Machine Learning expert to develop a framework for creating online trading strategies (Futures, Forex, Equities, Crypto Currencies,...). All strategies need to be in a human readable form f.e. IF RSI(14) <30 AND close(1) > Yesterdays HI and Close(1) > Moving Average(20) THEN Buy this bar on close. I dont want to implement a Neural Net where the output is only some coefficients but as mentioned above the output should be in readable form. The Machine Learning Algorithms I wish to deploy would be those that produce human readable strategies (i.e. Grammatical Evolution, Genetic Algorithms, Decision Tree,...). In order to find useful features, feature importance must be first analyzed. In this step I dont mind using algorithms which are not in human readable form. I would like to use Scitkit learn RandomForest, KNN, DecisionTrees and XGBoost and SVMs. Most favored to analyze feature importance would be RandomForest and XGBoost. In this step, I wish to see a sorted table where the most important features are on the top and least important are on the bottom. In the next step, you will use a certain percent of the most important features. Here you develop the trading strategies by using Grammatical Evolution, Genetic Algorithms and Decision Trees. a few important things: - - features need to be able to be combined - Whenever possible, use Scikit Learn - the data must be split up into train, test and validation sets (40,40,20) -since i am a beginner in Machine Learning a bit of coaching will be needed. - you must be an expert in machine learning and should have done multiple projects. Ideally you have experience in Financial markets also or at least in Time-series analysis.
ID del proyecto: 24601650

Información sobre el proyecto

23 propuestas
Proyecto remoto
Activo hace 4 años

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23 freelancers están ofertando un promedio de $576 USD por este trabajo
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Hi, We have good experience in Machine learning based web applications including those used in finance. Your description clearly points towards time-series data which contains seasonality and trends. Usually, LSTMs are the first choice in time-series forecasting (like stock and bond prices), but you have mentioned otherwise. Anyhow, I understand most of your requirements (evolution based algorithms are my home-ground). It would be great to talk to you and discuss your requirements and your expectations. Looking forward to hear from you. Regards, Talal
$500 USD en 7 días
5,0 (34 comentarios)
7,1
7,1
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Hey there, I have 4 years of working experience in web technologies and I have a strong working knowledge of every possible framework which is in the market. In terms of client-end I know: Scikit Learn, Artificial Intelligence, Machine Learning (ML), Python and Financial Markets Also I have done tons of work on freelancing career. I am waiting anxiously for a positive response from your side. And I have read your requirements as well. Thanks and regards, Shamshad
$750 USD en 18 días
5,0 (38 comentarios)
6,3
6,3
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It will be done as i have a strong team of python developers. Please message me so that we can discuss more. Thanks.
$500 USD en 8 días
5,0 (14 comentarios)
5,3
5,3
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I have been working on ML projects for 8 last  years. I have been working with Fortune 500 clients in the domain of BFSI, Retail and Tech. I have recently developed a model in Google colab for image classification for two categories of objects. Some of the applications that I have worked with are - 1) Recommender System 2) Captcha solver 3) Stock Prediction and other prediction problems 4) Text classification and word to vec model creation 5) Deep Learning 6) Chatbot Development using Open Source Frameworks  7) Object Detection  8) Fraud Detection in financial transactions 9) Customer Segmentation 10) Sentiment Analysis 11) Premium prediction for Insurance 12) OCR  13) RPA Applications for repetitive tasks automation.
$750 USD en 7 días
5,0 (19 comentarios)
4,9
4,9
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Hi, I would like to work on online trading strategies framework. I have a good understanding of Pre-Data Analysis, Feature Engineering, and Tree-based Predictive Models. I also understand your end product of human-readable strategies and I am pretty confident in doing this project. As my background, I have Master's degree in Artificial Intelligence and currently working as an AI Specialist in a Silicon Valley-based company where I am developing state of the art algorithm in Python. I have also worked as a Research Associate in a well-known center and developed some algorithms there as well in Python and R. I would like to discuss this in more detail. Looking forward to hearing back. Thank you Regards Zeeshan
$800 USD en 15 días
4,4 (4 comentarios)
5,3
5,3
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Hi there, I am phd in statistics from iit and working as data scientist since 5 years. I have trading experience too in all segments except Crypto. So I know about trading strategies as well. I can assure you on a quck and quality output. Thanks
$333 USD en 5 días
4,7 (24 comentarios)
4,0
4,0
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Working in fortune 500 company at Analytics and Data science role, working primarily on data driven solutions, automation, supervised and unsupervised machine learning . Expertise with Hive, SQL, Pyspark, Python, NLP and Computer Vision, Machine Learning techniques like Sentiment Analysis, Outlier Detection, Clustering, GBM, Random Forest, XGboost, SVM, KNN, Neural Nets, CNN, Image Classification.
$525 USD en 5 días
5,0 (2 comentarios)
1,2
1,2
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Greetings, We are a company working for the last 5 years, but we are new to freelancer.com, so you might find our profile new. Our reviews do not display the amount of work that we have done, so you can go through our website - hrtechservices dot com. We read your job description and surely, we can help you out. We have a team of 120+ expertise, which includes website developer, Software Developers, Mobile Developers, Testers, Project Managers, and Quality Manages. We have developed over 250+ websites, software, & application for different business sectors and industries. Skills: 1. Backend- Python, machine learning, AR/VR, PHP (Laravel, Codeigniter, CakePHP, CorePHP, etc), etc. 2. Frontend- HTML5/CSS3, Angular JS, Bootstrapping, Javascript, jQuery, Node JS, Vue JS. etc. 3. CMS: WordPress, Wix, Magento and Shopify. 4. Database- MySql, MsSql, SQLite, etc. 5. Android Coding- Java, Kotlin. 6. Hybrid framework- React Native, Flutter. 7. iOS Coding- Swift, objective-c. 8. Advance Level Skills- IoT, Alexa Skills, Data Visualization, Machine Learning. We are ready to start work on an immediate basis. Looking forward to your reply Thanks & Regards HrTechLLC
$650 USD en 25 días
0,0 (0 comentarios)
0,0
0,0
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Dear sir. I have checked your project description and requirements carefully. I will never make you disappointed. If you give me a chance to work with you, I will provide you with high-quality work only for you. I am always ready for you to discuss your project. Best regards!
$400 USD en 10 días
0,0 (0 comentarios)
0,0
0,0
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Hello, I would be thrilled to work with you on this project. I'm highly proficient in the following technologies: PHP (Raw PHP and Laravel), Python (Django), MySQL, Postgres, HTML, CSS, JavaScript and JQuery. With this skill set, I'm positive I would be able to build you a great, resource efficient product in time. If you would like links to some of my previous works, do not hesitate to ask. Looking forward to hearing from you. Warm regards, Lynda.
$600 USD en 7 días
0,0 (0 comentarios)
0,0
0,0
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Hello, my name is Yerlan I have experience trading since 2006. Years passed saw a lot. I can say that I understand the market very well. Mainly program on Metatrader and C ++. Now I'm learning Python machine learning. I would like to join your team to create connections, help, growth, etc.
$250 USD en 7 días
0,0 (0 comentarios)
0,0
0,0
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I have built many useful machine learning model for quantitative research in stock market. Not only I can make a great model, I will also make sure you learn a lot from it.
$500 USD en 7 días
0,0 (0 comentarios)
0,0
0,0
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I am a data engineer at Societe Generale - a French bank in Paris. We focus on big data repository construction and maintenance using Spark, Hadoop, Hive and other state-of-the-art tools. I also collaborate with our Data Scientists to experiment different machine learning techniques for detecting anomalies on risk data calculation. I have experience working on an exact same kind of project as per your job description. My job was to extract rules that make a trade profitable from a 15 years of trades data using machine learning (RFE for feature elimination and decision tree for rule extraction). Previously, I was with Mitrphol, where I helped launch a machine learning algorithm to detect crops quality. I have also published a paper on this topic. I earned a master degree in data science from Telecom Paristech (France) and a bachelor degree in computer engineering from King Mongkut's University of Technology Thonburi (Thailand). I have conducted many data science projects at school. To name a few: - Project to predict if a client will subscribe to a bank term deposit on an unbalanced marketing dataset using machine learning techniques on Scikit-learn (python). - Implementation of a hoeffding tree in scikit-learn: A Hoeffding tree is an increamental, anytime decision tree algorithm that is capable of learning from massive data streams. The goal of this project is to implement the hoeffding tree algorithm which can be used with scikit-learn in Python.
$750 USD en 15 días
0,0 (0 comentarios)
0,0
0,0

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Bandera de UNITED ARAB EMIRATES
dubai, United Arab Emirates
5,0
64
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Miembro desde feb 16, 2007

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