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Machine Learning - Predict Stock Price

$250-750 USD

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İlan edilme: 5 yıldan fazla önce

$250-750 USD

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I am looking for an expert who has some deep knowledge in machine learning to help me set up an algorithm for stock price prediction. Technology : Python using Sklearn module or similar ( Preferred ) Currently, I am using four different trading strategies : 1. Linear regression strategy with HL_PCT and PCT_CHNG. 2. MACD Trading Strategy. 3. MACD Trading Strategy with Supertrend confirmation. 4. RSI ( Relative Strength Index ) I will deliver : Initial code to download OHLC to csv. The person should be able : Setup whole machine learning project with the following deliverables : 1. Download EOD daily OHLC ( Open, High, Low, Close ) and populate CSV / DB Preferrred. 2. Clean the data. 3. Predict in advance next day, week, month, and print OHLC for all tickers. 4. For each ticker recommend an action, to buy , sell, hold. ex. Depending on confirmation from RSI ( Relative Strength Index ), or MACD or Supertrend create a signal : If buy signal is triggered, at what price is the recommended entry. If sell signal is triggered, at what price is the recommended exit. If Neutral , do nothing 6. Show accuracy for each prediction. ( for each forecast how strong the accuracy). 7. Store all predictions ( OHLC ) and signal for all tickers to reference / analyze on later date. 8. Backtest our strategy with historical data and show Annualized return using our trading algorithm strategy. Currently, I am doing all of the above work manually. :( Ideally, the new algorithm should be able combine all of the above. Requirements: - Examples of some work you have done on Machine Learning - Proof of other algorithms that do something similar to this project (own made) Note: This will be an ongoing project. After initial project is delivered, maintenance / tune in will be done every quarter. Also, more features and values will be added to our dataframe to increase accuracy. Looking forward to your biddings. Best regards
Proje No: 17825157

Proje hakkında

27 teklif
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Son aktiviteden bu yana geçen zaman 5 yıl önce

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Hi friend.. I have more than 10 experience as a Forex trader. Then now as a Machine Learner I have used my skills to help traders to create their own machine learning strategies. I have done several projects on Machine learning on stock data and advance algo projects. I believe I can help you work on your project with your expected result. You can check my git for sample machine learning works and advance algo projects on stocks. [login to view URL] Looking forward to working with you. Cheers!
$777 USD 10 gün içinde
4,9 (7 değerlendirme)
5,1
5,1
27 freelancers are bidding on average $562 USD for this job
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I have a good hands on working with Advanced R and Python and BI tools and technologies, AI, Big Data. I have quite a good knowledge of DL/ML Algorithm , have also developed Dashboards and Web Applications using flask/django. My area of expertise is building financial models (Stock Markets) , Image Processing and building models for food, healthcare and telecom sector, Classification/Prediction/Clustering, NLP and Chatbots. Specifically, I have worked for log on stock data and model building for the same. I understand the project requirement and will deliver the desired product within the time specified. I would like to hear from you. Thanks Shivam
$500 USD 10 gün içinde
4,7 (114 değerlendirme)
7,5
7,5
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Hello, i have read your project details and i can help you with 100% quality and your satisfaction. I have delivered more than 400 project with client satisfaction. Please see my profile . I have more than 5 years of experience in Algorithm, Machine Learning, Python, Software Architecture, Statistics. Please ping me for discussion. Thanks.
$750 USD 10 gün içinde
4,9 (138 değerlendirme)
7,3
7,3
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Hello, there, I am very happy to put my bid on your project. I am an expert of machine learning algorithm and stock prediction, so I am interested in and confident to do this project. I hope to discuss everything of the project in detail with you and work on this project with you. Regards.
$500 USD 10 gün içinde
4,8 (98 değerlendirme)
7,0
7,0
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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. Regards
$250 USD 10 gün içinde
4,9 (73 değerlendirme)
6,1
6,1
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I have extensive experience in stock price prediction using scikit learn and also have experience in python image processing (PIL) and Deep learning (tensorflow, NILM algorithms etc) I am also very familiar with classification and clustering algorithms such as SVM,FHMM, Combinatorial Optimization, HART 85 Algorithm, Maximum Likelihood Estimation, KNN, LDA, Fuzzy classification . I’m honest, creative and a unique person to carry out your tasks given to me. Leaving your project on our hand is a privileged; we'll make sure that the project is done in a perfect way and do our best until you satisfied. I would love to discuss this project with you and meet your exact requirements. I am confident I can provide you with top notch materials that will fit your needs. I'm proud my work on being professional, of the highest quality and always delivered on time. you can hire me directly through this link https://www.freelancer.com/u/olaideejiwole
$250 USD 1 gün içinde
4,8 (79 değerlendirme)
6,3
6,3
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Hello, Greetings of the day.!! Your project attracted my attention at first glance, because I've really rich experience in Machine Learning & Python Programming. I have worked on several similar projects before! I'm really confident about your project, and very eager to join your project. I am having 3+ year of experience in Data Science using tools like Python, R, Spark. Worked on multiple projects in various domains like life sciences, CPG, Insurance. I have completed Master of Technology in Machine Learning. If we have a chance to cooperate, I'll do my best to provide wonderful result. Work Areas - Image Processing, Text Mining, Supervised and Unsupervised Machine learning problem, Voice Analytics. Thanks, Abhyudaya D
$577 USD 2 gün içinde
4,7 (82 değerlendirme)
6,2
6,2
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Hi. I’ve work previously on stock predictors so i have knowledge to build and test predictors. Also i’m expert in machine learning techniques. Feel free to check my profile or contact me for more information. Regards Žiga :)
$600 USD 7 gün içinde
5,0 (7 değerlendirme)
4,9
4,9
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I would utilise your domain knowledge to create the algorithms along with ml, do reach out
$277 USD 15 gün içinde
4,6 (49 değerlendirme)
5,1
5,1
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$388 USD 10 gün içinde
4,8 (24 değerlendirme)
4,5
4,5
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I've been working with AI/ML based predictive modelling for stocks for quite some time now and I've currently got a model that does >93% in accuracy, thus can provide you with a robust model for your described requirement. Best, Debdeep
$555 USD 15 gün içinde
4,8 (6 değerlendirme)
4,5
4,5
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We are a team of professionals in engineering fields having great expertise in Machine learning, we can develop an algorithm for stock price prediction
$555 USD 10 gün içinde
4,3 (16 değerlendirme)
5,0
5,0
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we are a team of persons sharing a lot of knowledge in artificial intelligence field. we are experts at machine learning, deep learning, artificial intelligence and computer vision, we work on many environments and different libraries such as NumPy, TensorFlow, pandas, SKlearn, openCV, graphlab and matplotlib. we are experts in applying machine learning algorithms and optimizing it such as regression, classification, clustering, reinforcement learning and deep learning. we are experts in python, C, C++ and C# . we are experts in visualizing data to be seen by the client in a simple way
$333 USD 10 gün içinde
5,0 (10 değerlendirme)
3,9
3,9
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I am a data scientist proficient in R programming, Machine learning and Python Hire me and You will never regret on it
$250 USD 10 gün içinde
4,9 (8 değerlendirme)
3,7
3,7
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hello sir i am a professional electrical engineer and j have years of experience of python and machine learning ans recently i have done work on road lane detection
$250 USD 5 gün içinde
5,0 (7 değerlendirme)
3,5
3,5
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Hi. we are a team of experts in machine learning. Can do your task as read. Pls send initial code and your timeline?
$555 USD 5 gün içinde
4,7 (3 değerlendirme)
2,4
2,4
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Hi, this is Pranit I am a Team Leader of experienced web & mobile developers with a Bachelor of software from the Pacific National University(PNU) and more than 8+ years of experience in Developing. We have a solid experience : Swift, Java, Objective-C, Kotlin, Unity, HTML, CSS, JavaScript, XML, AJAX, JSON, JQuery as well as Angular, React, Vue PHP5, Codelgniter, Wordpress, MySQL, Python . For the last 5+ years I've been working for JavaScript Angular, React and Vue Mobile Swift, Xamarin, Java for Android Augmented/Virtual Reality with High Mathemathical capabilities. New Features (one year) Bitcoin, BitCash, Litecoin, Dogecoin, Ethereum, Flashcoin, PIVX, Syscoin, Vivo, Whitecoin, Build Mining System. Withdraw wallets. Especially, We are Best Experts of ERP, SAP, OCR, Face Recognition and we have our own Engine for OCR and FR. We are all hard-working guys, always focused on the result and quality of my work. We are willing to work 20 hours a day!! Thanks
$555 USD 10 gün içinde
0,0 (0 değerlendirme)
0,0
0,0
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Hi I am interested in working on your project. I have worked on python, machine learning & worked on similar project of scraping stock princes & filtering the result on RSI value 7 moving averages. We can discuss more on it over chat.
$555 USD 20 gün içinde
0,0 (0 değerlendirme)
0,0
0,0
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I will divide the proposal into the following phases: 1. Downloading real-time market data. 2. Analysis on the data. 3. Event 4. Action. 5. Reporting and logging. the Data download pipeline updates a FIFO message stream with each new data point. The stream is built using Kafka. The analysis microservices will be subscribed to this these streams. The Analysis on the data will be done concurrently for each ticker/stock. Will be done in a microservice format. eg. 3 stocks, 5 analysis indicators. This would be done by 5 microservices. each running 3 concurrent routines. The algorithm will be built in python, because of superior data science libraries like scikit-learn and pandas. But the handling of these algorithms will be done via golang, because of superior concurrent handling. The Analysis microservice will feed the result into a second messaging service. eg. when the curent market price goes near the favourable buy position on indicator 1, will generate a positive signal on the message queue called the Event queue. The event microservice will be subscribed to this message queue. based on the trading strategy, when the event microservices gets the right combination of positive indicators, it will generate a buy/sell signal on a 3rd queue called the Action queue. The action microservice will be subscribed to this queue and perform the required action based on that. All the messages being pushed on different queues across various stages are also asynchronously updated to a DB for backtesting purposes.
$666 USD 20 gün içinde
0,0 (0 değerlendirme)
0,0
0,0

Müşteri hakkında

   MEXICO bayrağı
Guadalajara, Mexico
5,0
2
Ödeme yöntemi onaylandı
Eyl 23, 2018 tarihinden bu yana üye

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