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Machine Learning - Predict Stock Price

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

Beceriler: Algoritma, Makine Öğrenimi, Python, Yazılım Mimarisi, İstatistik

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İşveren Hakkında:
( 0 değerlendirme ) Guadalajara, Mexico

Proje NO: #17825157

Seçilen:

kingCzar

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 Ma Daha Fazla

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3.1

Bu iş için 34 freelancer ortalamada $566 teklif veriyor

schoudhary1553

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 o Daha Fazla

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kipdev13

Hello, I am very interested in your suggest and project. I have a enough experience with machine learning. If you look at my profile, you can know easily. If you contact me, I will explanation to you in details. Th Daha Fazla

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dinhfreedom

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 Daha Fazla

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shivampanchal

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/ Daha Fazla

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aki003iitr

I am a data scientist by profession with more than 4 years oif programming experience in R and Python. I have worked on stock market trend and price predictions in the past using statistical and deep learning techniqu Daha Fazla

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uzairrzahid

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 Machin Daha Fazla

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williams115

Hi, there - My name is Phong. I have read your job description and I am very interested in this project because I have good experience with machine learning algorithm and stock prediction. I would love to speak with Daha Fazla

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olaideejiwole

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 cla Daha Fazla

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consultantcae

Hi, I will use keras LSTM for prediction of prices in next day (and next week/month although quality will be low). I will use OHLC data from CSV file and created indicators (RSI, MACD and Supertrend) as input and outp Daha Fazla

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invincible1428

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 Daha Fazla

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nitinbhardwaj01

I am [login to view URL] from IIT Delhi. I have done specialisations in machine learning and deep learning. I have worked on Predictive Analytics,data mining, Object Detection and Object Recognition problems. Some of the samp Daha Fazla

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raghavajay3

I would utilise your domain knowledge to create the algorithms along with ml, do reach out

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ExperSolutions

.......................................................................................................................................................................................................................... Daha Fazla

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hayat38402

We are a team of professionals in engineering fields having great expertise in Machine learning, we can develop an algorithm for stock price prediction

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blackbox311

Dear. I am a professional in applied mathematics. I have many experiences in Machine Learning such as SVM/regression/clustering/ANN/... We can discuss details via chat. I wait for you now. Thanks.

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d3bd33p

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 requirem Daha Fazla

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frankoziga

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. Regar Daha Fazla

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superbpartner

Hi,sir. I am super interested in your project - 'Machine Learning - Predict Stock Price' :) I believe that my 12+ years of experience in development makes me highly qualified for this project. I'm sure that I would be Daha Fazla

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m7madtamer

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 Daha Fazla

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general985

Hello sir. I'm excited about your project, because I've really rich experience in Stock Price Prediction Programming. I've developed many projects similar to yours and excellent skills. If you award me, I'll provide Daha Fazla

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