Закрито

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, RNN, LSTM or similar ( Preferred )

I will deliver :

Sample Code to Download Data

Technical Indicators Code Calculation.

The person should be able:

Setup whole machine learning project with the following deliverables :

1. Download EOD daily OHLC and populate CSV / DB Preferrred. Datasource to be used Yahoo, [login to view URL], AlphaVantage. ex. Download data from Datasource, if error, try another datasource. Check if filepath exists, if not create it . If file doesnt exist, save data to file, If file exist, load from csv .

2. For each Stock Ticker calculate Pivot Points

3. Create Dataframe with Technical Indicators and Plot

4. Clean and Normalize Data.

5. Using Machine Learning, and Dataframe for all Tickers, predict next OHLC day and Plot Next 7 days Closing price and populate CSV.

6. Create Signal Strategy based on Technical Indicators. ( Buy / Sell )

7. Store all predictions (OHLC) and signal for all tickers to reference / analyze on later date.

8. For Signals with the Highest probability of Executing. Print recommendations to file ('%m-%d-%[login to view URL]')

9. Backtest our strategy with historical data and show Annualized return using our trading algorithm strategy.

Requirements:

- Examples of some work you have done on Machine Learning

- Proof of other algorithms similar to this project (own made)

Note:

New Github website will be setup so I can monitor your work progress.

Please bid the actual cost estimate for this work. No price negotiating will be done nor accepted after assigning project.

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 bidding

Навички: Інтелектуальний аналіз даних, Обробка даних, Машинне навчання, Python, Архітектура ПЗ

Деталі: machine learning techniques for stock prediction, stock market prediction using python, machine learning stock prediction python, machine learning stock selection, predicting stock prices using technical analysis and machine learning, stock prediction machine learning github, tensorflow stock prediction github, stock price prediction algorithms, realtime stock price web services, fao stock price finance accounting outsourcing, adobe flex stock price, excel stock price graph macro real time, stock price feeds excel, excel stock price feed, excel stock price, feed excel sheet stock price, machine learning vancouver, show stock price live mobile script, stock price excel vba, machine learning companies vancouver

Про роботодавця:
( 0 відгуки(-ів) ) Guadalajara, United States

ID Проекту: #18090930

29 фрілансерів(-и) у середньому готові виконати цю роботу за $758

schoudhary1553

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$750 USD за 10 дні(-в)
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7.4
aki003iitr

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6.0
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6.1
sysdesigner13

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(71 відгуків(и))
5.8
williams115

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5.2
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5.1
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3.9
general985

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3.5
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kingCzar

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3.1
AlekseiBass

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2.1
mayurkulkarni012

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$666 USD за 10 дні(-в)
(1 відгук)
1.8