Machine Learning Predict Stock Price

Closed Posted 5 years ago Paid on delivery
Closed Paid on delivery

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

Data Mining Data Processing Machine Learning (ML) Python Software Architecture

Project ID: #18090930

About the project

21 proposals Remote project Active 5 years ago

21 freelancers are bidding on average $784 for this job

schoudhary1553

Hello, Hope you are doing well. I can help with you in your project Machine Learning Predict Stock Price. I can assure you the quality job. I have good experience in Data Mining, Data Processing, Machine Learn More

$750 USD in 10 days
(351 Reviews)
8.2
DevStar925

How are you? I ready your full description and I am interested in your project. As you can see my profile, I have top skills of automated trading software for cryptocurrency, forex as well as stock. I have experienc More

$500 USD in 10 days
(70 Reviews)
7.5
avto35217

Hi,dear. I've just checked all requirements of your project 'Machine Learning Predict Stock Price'. I'm a senior software developer and I'm able to fulfill your project requirements ,you may be interested in me. Please More

$555 USD in 3 days
(11 Reviews)
6.4
invincible1428

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. More

$250 USD in 10 days
(69 Reviews)
6.1
DarkKnight2206

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.

$500 USD in 2 days
(40 Reviews)
5.6
mmadi

Hello gabby4879, I have go through your project "Machine Learning Predict Stock Price" I am interested in your project and I would like to know more details. Kindly drop a message so we can discuss. I will ensure More

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(7 Reviews)
5.0
adi52

I am a Lead Data Scientist with over 100 top notch machine learning and data science projects under my belt. I have worked for top financial firms, analytics firms for IT companies. Also i awarded a project at the Ind More

$850 USD in 10 days
(8 Reviews)
4.8
ownmyserver

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$555 USD in 10 days
(12 Reviews)
4.3
AlekseiBass

I have experience and working software for sell/buy positions on Moscow stock exchange. I ready to discuss details for for your task.

$777 USD in 30 days
(1 Review)
2.5
Iamtech

Having done similar project earlier for a different client, I'm interested in picking up this work. Have done numerous works on predictive analytics using R and machine learning techniques.

$555 USD in 5 days
(0 Reviews)
0.0
crazyglasses

Hi I have done my internship in a hedge fund where I had similar work done. I wont be able to share the code / project outcome as its a proprietary project. But since I am very familiar with the stock market and strat More

$722 USD in 10 days
(0 Reviews)
0.0
Devendrapbt871

Hi dear sir I am interested expert work

$555 USD in 10 days
(0 Reviews)
0.0