Machine Learning Predict Stock Price - New
$250-750 USD
Teslim sırasında ödenir
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
In this project, we will implement Decision Trees as well.
Proje NO: #18090291
Proje hakkında
Bu iş için 13 freelancer ortalamada $570 teklif veriyor
Hi,dear! I am quite interested in your project - 'Machine Learning Predict Stock Price - New'. :) I am a skillful software developer who has rich experience in this field. If you contact me, you and I will be happy. Th Daha Fazla
Dear Hiring Professional. I am Adam Poh. Nice to meet you. I saw another one project that is same with your one. I guess one developer posted a job like yours one for agency working. Please check job lists. htt Daha Fazla
Hello, Greetings of the day.!! I have usecase for CNN Your project attracted my attention at first glance, because I've really rich experience in Machine Learning with R (R studion) and Python Programming. Daha Fazla
Hello! I am a python developer. I looked at your project and it seems interesting. I have all necessary skills required for this project. Ping me to discuss in detail.
I’ve worked on similar projects previously, your requirement is a piece of cake for me, can demo a working model with an accuracy of >93% Best, Debdeep
I conduct experiments with regression algorithms and try to predict stock market trends in my free time. Building a meaningful software platform where the same is done would be interesting. Relevant Skills and Experie Daha Fazla
Sir,I have good understanding and experience and on most of the requirements you have provided. Given a chance will prove myself. Best regards, Janaki